Browse the eggs in PLUMED-NEST
PLUMED-NEST provides all the data needed to reproduce the results of a PLUMED-enhanced molecular dynamics simulation or analysis contained in a published paper. Furthermore, PLUMED-NEST monitors the compatibility of the provided PLUMED input files with the current and development versions of the code and integrates links from these files to the PLUMED manual.
Here is the list of projects already deposited in PLUMED-NEST, while a complete bibliography can be found here.
plumID | Name | Category | Keywords | Contributor | Actions | Modules |
---|---|---|---|---|---|---|
25.006 | Characterizing the conformational ensemble of PROTAC degraders in solutions via atomistic simulations | methods | Enhanced sampling, Atomistic simulations, Conformational ensemble, PROTACs, Targeted Protein Degradation, Chamelonic molecules | Shikshya Bhusal, Omar Valsson | PBMETAD READ TORSION PRINT VOLUME GYRATION INCLUDE RESTART ENERGY CENTER DISTANCE | bias setup generic vatom colvar |
25.001 | RNA G-quadruplex folding with ST-metaD protocol | bio | RNA, G4, GQ, quadruplex, folding, metadynamics, REST2, ST-metaD | Pavlína Pokorná | METAD ERMSD MOLINFO COMBINE WHOLEMOLECULES | bias function generic colvar |
24.034 | Umbrella sampling of ion in transporter SLC26A7 | bio | umbrella sampling, transporter, ions | Xiaoli Lu | POSITION PRINT UNITS RESTRAINT | setup bias generic colvar |
24.033 | Transient interactions between the fuzzy coat and the cross-b core of brain-derived Ab42 filaments | bio | CryoEM, MEMMI, Metadynamics, Metainference, Ab42 Fibrils, structural ensemble | Maria Milanesi | PBMETAD UPPER_WALLS DISTANCE PARABETARMSD GROUP ALPHARMSD RMSD COM EMMI PRINT BIASVALUE CENTER DUMPATOMS COORDINATION MOLINFO DUMPMASSCHARGE WHOLEMOLECULES | bias isdb generic core secondarystructure vatom colvar |
23.038 | Determinants of Neutral Antagonism and Inverse Agonism in the β2-adrenergic receptor | bio | protein coupled receptor, beta-adrenergic, receptor activation, antagonism, inverse agonism, metadynamics | Timothy Clark | METAD DISTANCE PRINT RMSD MATHEVAL MOLINFO WHOLEMOLECULES | bias function generic colvar |
23.034 | Urea nucleation in water: do long-range forces matter? | materials | LMF theory, Metadynamics, Nucleation | Ziyue Zou | LOAD GROUP PRINT INCLUDE CENTER COORDINATIONNUMBER METAD | symfunc setup bias generic core vatom |
23.020 | FEP simulations of ATOX1 homodimer | chemistry | parallel bias metadynamics, FEP, free-energy of metal ion dissociation | Adriana Pietropaolo | PBMETAD PRINT MATHEVAL CONSTANT ANGLE BIASVALUE DISTANCE WHOLEMOLECULES | bias function generic colvar |
23.014 | Structural basis of dimerization of chemokine receptors CCR5 and CXCR4 | bio | metadynamics, oligomerization, chemokine receptors, GPCR, membrane | Vittorio Limongelli | METAD UPPER_WALLS TORSION PRINT FLUSH COM DISTANCE COMBINE WHOLEMOLECULES | bias function generic vatom colvar |
22.043 | Atomistic simulations of RNA tetraloop folding via expanded ensemble OPES | bio | OPES, RNA, Tetraloop, Folding | Gül Zerze | ECV_UMBRELLAS_LINE OPES_EXPANDED CONTACTMAP PRINT ENERGY ECV_MULTITHERMAL WHOLEMOLECULES | opes generic colvar |
22.025 | Bubble nucleation rate predictions in a Lennard-Jones fluid | materials | free energies, kinetics, reweighted Jarzynski sampling, neural network, nucleation | Kristof Bal | LOAD CUSTOM UNITS UPPER_WALLS CONVERT_TO_FES REWEIGHT_BIAS RESTRAINT PRINT VOLUME FLUSH COMMITTOR COORDINATIONNUMBER BIASVALUE DUMPGRID MOVINGRESTRAINT HISTOGRAM ANN | symfunc annfunc setup function bias generic gridtools colvar |
22.020 | Refining the RNA Force Field with Small-Angle X-ray Scattering of Helix–Junction–Helix RNA | bio | RNA force field, Helix-Junction-Helix RNA, SAXS, Well tempered metadynamics | Weiwei He | METAD TORSION GROUP PRINT COM DISTANCE WHOLEMOLECULES | bias generic core vatom colvar |
22.008 | Ab initio metadynamics determination of temperature-dependent free-energy landscape in ultrasmall silver clusters | materials | Well tempered metadynamics, ab-initio, ase | Daniel Sucerquia | UNITS UPPER_WALLS METAD DISTANCE GYRATION FLUSH COM COORDINATIONNUMBER COORDINATION LOWER_WALLS COMBINE | symfunc setup bias function generic vatom colvar |
22.006 | Peptide framework for screening the effects of amino acids on assembly | bio | metadynamics, peptides | Andrew White | DISTANCES CONVERT_TO_FES REWEIGHT_BIAS GROUP GYRATION COM PRINT INCLUDE DUMPGRID METAD HISTOGRAM COMBINE | gridtools bias function generic core multicolvar vatom colvar |
21.047 | Enhancing Entropy and Enthalpy Fluctuations to Drive Crystallization in Atomistic Simulations | materials | pair entropy, metadynamics, ves, solids, crystallization | Pablo Piaggi | LOAD VES_LINEAR_EXPANSION PRINT VOLUME PAIRENTROPY BF_LEGENDRE RESTART TD_WELLTEMPERED ENERGY OPT_AVERAGED_SGD METAD COMBINE | setup ves bias function generic gridtools colvar |
21.046 | Ubiquitin Interacting Motifs, Duality Between Structured and Disordered Motifs | bio | wt metadynamics, ubiquitin, ataxin-3, short linear motifs, ubiquitin binding motif, moonlight functions, intrinsic disorder | Elena Papaleo | ALPHABETA UPPER_WALLS METAD GROUP GYRATION PRINT ENDPLUMED LOWER_WALLS WHOLEMOLECULES | bias generic core multicolvar colvar |
21.028 | From Enhanced Sampling to Reaction Profiles | methods | collective variables, multi-state, machine learning, Deep-TDA | Enrico Trizio | UNITS PRINT ANGLE PYTORCH_MODEL DISTANCES LOWER_WALLS WHOLEMOLECULES FIXEDATOM FIT_TO_TEMPLATE GROUP ENDPLUMED TORSION COORDINATION DISTANCE LOAD UPPER_WALLS MATHEVAL CENTER OPES_METAD | setup bias function generic core opes pytorch multicolvar vatom colvar |
21.025 | Computational and biochemical analysis of type IV pilus dynamics and stability | bio | molecular dynamics, calcium binding, Type IV pilus | Yasaman Karami | DISTANCE PRINT LOWER_WALLS UPPER_WALLS | bias generic colvar |
21.023 | Multiscale Reweighted Stochastic Embedding (MRSE) - Deep Learning of Collective Variables for Enhanced Sampling | methods | enhanced sampling, collective variables, machine learning | Jakub Rydzewski | CUSTOM UNITS METAD REWEIGHT_METAD TORSION PRINT CONSTANT INCLUDE BIASVALUE ENERGY DISTANCE | function setup bias generic colvar |
21.006 | OPES, On-the-fly Probability Enhanced Sampling Method | methods | opes, alanine dipeptide, well-tempered, multithermal, multiumbrella | Michele Invernizzi | ECV_UMBRELLAS_LINE OPES_EXPANDED TORSION PRINT ENDPLUMED ENERGY OPES_METAD ECV_MULTITHERMAL | opes generic colvar |
21.004 | Machine Learning and Enhanced Sampling Simulations for Computing the Potential of Mean Force and Standard Binding Free Energy | bio | machine learning, well-tempered metadynamics, path collective variable, potential of mean force, standard binding free energy calculations, host-guest, protein-ligand unbinding | Dorothea Gobbo | UPPER_WALLS PRINT RESTART METAD PATHMSD LOWER_WALLS WHOLEMOLECULES | bias setup generic colvar |
20.033 | COVID-19 Spike protein opening transition mechanism | bio | EMMI, CryoEM, COVID-19, Spike, Metainference | Faidon Brotzakis | DISTANCES CONVERT_TO_FES READ PRINT GROUP RMSD EMMI BIASVALUE DUMPGRID MOLINFO HISTOGRAM WHOLEMOLECULES | gridtools bias isdb generic core multicolvar colvar |
20.026 | Free energy calculations of the functional selectivity of 5-HT_2B-TS G protein-coupled receptor | bio | Metadynamics, Umbrella sampling | Brandon Peters | CONVERT_TO_FES RESTRAINT REWEIGHT_METAD PRINT DUMPGRID METAD HISTOGRAM MULTI_RMSD | bias gridtools generic colvar |
20.011 | Uremic toxin analysis | bio | metadynamics, uremic toxin, serum albumin | Jim Pfaendtner | DISTANCES GROUP PRINT RESTART CENTER COORDINATION DISTANCE WHOLEMOLECULES | setup generic core multicolvar vatom colvar |
20.001 | Conformational stability and dynamics in solution and in crystals report similarly on unfolding and aggregation propensity of amyloidogenic proteins | bio | metainference, metadynamics, NMR, protein dynamics, b2m, protein crystals | Carlo Camilloni | ALPHABETA PBMETAD UPPER_WALLS CS2BACKBONE GROUP PRINT FLUSH ENDPLUMED BIASVALUE MOLINFO ANTIBETARMSD LOWER_WALLS WHOLEMOLECULES | bias isdb generic core secondarystructure multicolvar |
19.079 | Impact of Glutamate Carboxylation in the Adsorption of the alpha-1 Domain of Osteocalcin to Hydroxyapatite and Titania | bio | metadynamics, peptide adsorption, parallel tempering, well-tempered ensemble | Sarah Alamdari | METAD DISTANCE UPPER_WALLS GROUP GYRATION COM PRINT ENERGY MOLINFO | bias generic core vatom colvar |
19.068 | Rethinking Metadynamics | methods | metadynamics, opes, convergence | Michele Invernizzi | UNITS TORSION PRINT ENDPLUMED EXTERNAL OPES_METAD METAD POSITION | setup bias generic opes colvar |
19.066 | Finding ligand unbinding reaction pathways | methods | maze, ligand unbinding | Jakub Rydzewski | UNITS MAZE_SIMULATED_ANNEALING MAZE_OPTIMIZER_BIAS PRINT MAZE_LOSS POSITION | setup maze generic colvar |
19.060 | Neural networks-based variationally enhanced sampling | methods | ves, neural networks | Luigi Bonati | LOAD UNITS TORSION PRINT ENDPLUMED ENERGY ENVIRONMENTSIMILARITY Q6 POSITION | symfunc setup generic envsim colvar |
19.055 | Flying Gaussian method | methods | flying Gaussians, alanine dipeptide, peptide bond, Met-enkephalin | Vojtech Spiwok | DISTANCE TORSION PRINT MATHEVAL METAD COMBINE | function bias generic colvar |
19.044 | Multithermal-multibaric simulations using VES | methods | ves, Wang Landau, multicanonical, water, density anomaly | Pablo Piaggi | VES_LINEAR_EXPANSION READ CONVERT_TO_FES REWEIGHT_BIAS PRINT VOLUME BF_LEGENDRE RESTART ENERGY OPT_DUMMY OPT_AVERAGED_SGD REWEIGHT_TEMP_PRESS AVERAGE DUMPGRID HISTOGRAM COMBINE TD_MULTITHERMAL_MULTIBARIC | bias ves setup function generic gridtools colvar |
19.039 | Funnel Metadynamics | bio | funnel-metadynamics, absolute binding free energy, ligand-receptor complexes | Vittorio Limongelli | FUNNEL_PS FUNNEL METAD UPPER_WALLS PRINT RMSD COM DISTANCE LOWER_WALLS WHOLEMOLECULES | bias generic funnel vatom colvar |
19.030 | Coarse-Grained MetaDynamics (CG-MetaD) | bio | Coarse-grained, metadynamics, protein-protein interaction, protein-protein binding free energy | Vittorio Limongelli | UPPER_WALLS METAD PRINT COM DISTANCE LOWER_WALLS WHOLEMOLECULES | bias vatom generic colvar |
19.015 | Ibuprofen conformational dynamics and thermodynamics surface | materials | Ibuprofen, crystal, surface, solvents, conformers, metadynamics | Matteo Salvalaglio | UPPER_WALLS METAD COMMITTOR TORSION PRINT CENTER DISTANCE LOWER_WALLS | bias vatom generic colvar |
19.013 | RNA FF FITTING | methods | force field, RNA | Giovanni Bussi | PUCKERING TORSION MATHEVAL CONSTANT INCLUDE BIASVALUE MOLINFO | function bias generic colvar |
19.002 | EMMI STRA6 | bio | metainference, cryo-EM | Max Bonomi | GROUP PRINT EMMI BIASVALUE MOLINFO | bias isdb core generic |
25.008 | Deep TICA CV from Nonequilibrium Metadynamics using Koopman Reweighting | methods | metadynamics, OPES, Machine Learning CV, PyTorch, Koopman Reweighting | Dhiman Ray | UNITS ENDPLUMED CUSTOM BIASVALUE MOLINFO RMSD METAD WHOLEMOLECULES POSITION DISTANCE TORSION PYTORCH_MODEL UPPER_WALLS GROUP PRINT LOWER_WALLS OPES_METAD ENERGY | function colvar pytorch bias core generic opes setup |
24.036 | Leveraging cryptic ligand envelopes through enhanced molecular simulations | bio | HREX, conformational heterogeneity, drug discovery, ligand binding, plitidepsin, aplidin, ligand-target complexes, cryptic ligand envelope | Francesco Colizzi | WHOLEMOLECULES HISTOGRAM DISTANCE TORSION ANGLE COORDINATION GROUP PRINT DUMPGRID CONVERT_TO_FES | generic gridtools colvar core |
24.032 | DeepLNE++ | methods | PATHCV, OPES | Thorben Fröhlking | DISTANCE GROUP TORSION COORDINATION OPES_METAD COMBINE CUSTOM PRINT ENERGY LOAD | function colvar core generic opes setup |
24.030 | NMR guided simulation of dsRBD | bio | Metainference, NMR, protein dynamics | Debadutta Patra | FLUSH PRINT MOLINFO RDC WHOLEMOLECULES STATS DISTANCE METAINFERENCE ALPHABETA GROUP ENSEMBLE | function colvar isdb core generic multicolvar |
24.027 | Proline cis and trans subensembles of a disordered peptide | bio | intrinsically disordered proteins, proline cis trans isomerisation, metadynamics, collective variables | Alice Pettitt | DIHCOR FLUSH ENDPLUMED MOLINFO WHOLEMOLECULES ANTIBETARMSD GYRATION DISTANCE PBMETAD TORSION PARABETARMSD COORDINATION ALPHARMSD COMBINE GROUP PRINT INCLUDE | function colvar secondarystructure bias core generic multicolvar |
24.013 | Estimating Free Energy Surfaces and their Convergence from multiple, independent static and history-dependent biased molecular-dynamics simulations with Mean Force Integration | methods | Mean Force Integration, Convergence, FES, Umbrella Sampling | Matteo Salvalaglio | FLUSH COORDINATIONNUMBER BIASVALUE RESTART MOLINFO MATHEVAL METAD DISTANCE RESTRAINT TORSION PRINT COMMITTOR ENERGY | function colvar bias generic symfunc setup |
24.012 | Molecular simulations to investigate the impact of N6-methylation in RNA recognition | bio | metadynamics, alchemistry, RNA modification, RNA:protein interactions | Giovanni Bussi | DEBUG CENTER BIASVALUE MOLINFO METAD DISTANCE COORDINATION GHBFIX COMBINE GROUP PRINT COM LOWER_WALLS UPPER_WALLS | function colvar bias core generic vatom |
24.010 | Oxytocin metadynamics simulation | bio | metadynamics, oxytocin, peptide | Jan Beránek | FLUSH RESTART WHOLEMOLECULES METAD TORSION PRINT | generic colvar setup bias |
23.033 | DNA G-quadruplex and G-hairpin folding with ST-metaD protocol | bio | DNA, G4, GQ, quadruplex, hairpin, folding, metadynamics, REST2, ST-metaD | Pavlína Pokorná | BIASVALUE MOLINFO ERMSD WHOLEMOLECULES METAD COORDINATION GHBFIX COMBINE PRINT | generic colvar function bias |
23.030 | Data Driven Classification of Ligand Unbinding Pathways | bio | OPES Explore, OPES Flooding, Benzene T4 Lysozyme, Ligand unbinding, Pathway classification, Kinetics, Residence time | Dhiman Ray | CENTER TORSION CUSTOM UPPER_WALLS ENDPLUMED BIASVALUE WHOLEMOLECULES DISTANCE COORDINATION COMMITTOR OPES_METAD_EXPLORE FLUSH MOLINFO MATHEVAL PRINT ENERGY UNITS POSITION FIT_TO_TEMPLATE GROUP COM LOWER_WALLS OPES_METAD WRAPAROUND | function colvar bias core generic opes setup vatom |
23.026 | Machine Learning Nucleation Collective Variables with Graph Neural Networks | chemistry | Nucleation, Machine Learning, Enhanced Sampling, Collective Variables, Graph Neural Networks | Florian Dietrich | MFILTER_MORE COORDINATIONNUMBER MOVINGRESTRAINT Q6 LOCAL_Q6 METAD COMBINE GROUP PRINT LOWER_WALLS | function bias core generic multicolvar symfunc |
23.019 | Exploring the binding pathway of novel non-peptidomimetic plasmepsin V inhibitors | bio | binding pathway, binding energy, sketch-map, drug development | Raitis Bobrovs | PATHMSD CUSTOM VSTACK DISSIMILARITIES WHOLEMOLECULES METAD DISTANCE COLLECT_FRAMES SKETCHMAP_PROJECTION LANDMARK_SELECT_FPS TRANSPOSE PRINT VORONOI COM SKETCHMAP UPPER_WALLS | function valtools colvar landmarks bias generic matrixtools dimred vatom |
23.001 | Quantum phase diagram of water | chemistry | Ice, water, nucleation, environment similarity, interfaces, phase diagram, multiumbrella | Sigbjørn-Løland Bore | RESTART OPES_EXPANDED ENVIRONMENTSIMILARITY ECV_UMBRELLAS_LINE PRINT LOWER_WALLS INCLUDE UPPER_WALLS | bias envsim generic opes setup |
22.045 | Binding mode and mechanism of enzymatic polyethylene terephthalate degradation | bio | metadynamics, TfCut2, PET, HREX, enzymatic polyethylene terephthalate degradation | Francesco Colizzi | MOVINGRESTRAINT WHOLEMOLECULES METAD DISTANCE ANGLE PRINT COM LOWER_WALLS UPPER_WALLS | generic colvar vatom bias |
22.041 | Skipping the Replica Exchange Ladder with Normalizing Flows | methods | OPES, alanine, normalizing flows, replica exchange | Michele Invernizzi | UNITS ENDPLUMED ECV_MULTITHERMAL OPES_EXPANDED POSITION TORSION PRINT OPES_METAD ENERGY | generic opes setup colvar |
22.031 | Rare Event Kinetics from Adaptive Bias Enhanced Sampling | methods | OPES Flooding, Kinetics, Rate, OPES, Machine Learning | Dhiman Ray | TORSION COMBINE CUSTOM ENDPLUMED BIASVALUE WHOLEMOLECULES DISTANCE CONTACTMAP COMMITTOR INCLUDE MOLINFO RMSD CONSTANT PRINT ENERGY UNITS POSITION PYTORCH_MODEL GROUP OPES_METAD | function colvar pytorch bias core generic opes setup |
22.013 | Ligand dissociation from PreQ1 riboswitch | bio | ligand, RNA, metadynamics, pRAVE | Yihang Wang | COORDINATIONNUMBER MOLINFO RMSD WHOLEMOLECULES METAD DISTANCE COMBINE PRINT COMMITTOR COM | function colvar bias generic symfunc vatom |
22.012 | Identification of a HTT-specific binding motif in DNAJB1 essential for suppression and disaggregation of HTT | bio | contact maps, protein-protein interactions | Isabell-Louise Grothaus | PRINT CONTACTMAP CENTER DISTANCE | generic vatom colvar |
22.009 | Glycosylation in calixarenes capsule | chemistry | Metadynamics, glycosylation, supramolecular catalysis | GiovanniMaria Piccini | UNITS FLUSH RMSD MATHEVAL WHOLEMOLECULES METAD DISTANCE ANGLE COORDINATION BRIDGE FIT_TO_TEMPLATE COMBINE GROUP PRINT DISTANCES LOWER_WALLS UPPER_WALLS | function colvar bias core generic adjmat multicolvar setup |
22.005 | Collective Variable for Metadynamics Derived from AlphaFold Output | bio | AlphaFold, protein folding, protein structure prediction, metadynamics, deep learning, free energy simulation, collective variable | Vojtech Spiwok | PRINT WHOLEMOLECULES LOAD METAD | generic setup bias |
21.052 | On the Role of Solvent in the Formation of Vacancies on Ibuprofen Crystal Facets | materials | Ibuprofen, unbinding, WTmetaD | Matteo Salvalaglio | CENTER COORDINATIONNUMBER ENDPLUMED METAD DISTANCE TORSION PRINT COMMITTOR | colvar bias generic symfunc vatom |
21.044 | NaCl nucleation | chemistry | metadynamics, DFS clustering | Aaron Finney | CONTACT_MATRIX MFILTER_MORE COORDINATIONNUMBER CLUSTER_DISTRIBUTION Q6 LOCAL_Q6 METAD INSPHERE DFSCLUSTERING HISTOGRAM FIXEDATOM CLUSTER_NATOMS COMBINE GROUP PRINT DUMPGRID | function bias core generic adjmat multicolvar vatom volumes symfunc gridtools clusters |
21.029 | Making high-dimensional molecular distribution functions tractable through Belief Propagation on Factor Graphs | bio | metadynamics, small peptide, machine learning | Pratyush Tiwary | FLUSH RESTART MOLINFO TORSION EXTERNAL PRINT ENERGY | generic bias setup colvar |
21.018 | Localized Volume-based Metadynamics | bio | LV-MetaD, Volume-based MetaD, Metadynamics, Ligand binding, Induced-fit effects, Binding pose identification | Riccardo Capelli | HISTOGRAM UPPER_WALLS ENDPLUMED WHOLEMOLECULES DISTANCE FIXEDATOM COORDINATION FLUSH RMSD MATHEVAL METAD READ PRINT DUMPGRID REWEIGHT_METAD POSITION GROUP CONVERT_TO_FES COM | function colvar bias core generic gridtools vatom |
21.017 | All-atom simulations of the Vav1 AD construct | bio | metadynamics, parallel-bias, well-tempered | Simone Orioli | RESTART MOLINFO WHOLEMOLECULES METAD PBMETAD CONTACTMAP ALPHABETA ALPHARMSD REWEIGHT_BIAS GROUP PRINT | colvar secondarystructure bias core generic multicolvar setup |
21.002 | Phase equilibrium of water with hexagonal and cubic ice using the SCAN functional | materials | ice, water, SCAN, OPES, VES, multithermal, crystallization, environment similarity, refcv, reweighting | Pablo Piaggi | OPT_AVERAGED_SGD BF_LEGENDRE Q6 RESTART OPES_EXPANDED VOLUME MATHEVAL TD_UNIFORM VES_LINEAR_EXPANSION ENVIRONMENTSIMILARITY ECV_UMBRELLAS_LINE UPPER_WALLS ECV_MULTITHERMAL_MULTIBARIC PRINT ENERGY | function colvar bias envsim generic ves opes symfunc setup |
20.031 | Soft fluorescent nanoshuttles targeting receptors | chemistry | polymers, receptors, nanoparticles, fluorescent probes | Adriana Pietropaolo | CENTER WHOLEMOLECULES PBMETAD COORDINATION PRINT | generic colvar bias vatom |
20.022 | Unified Approach to Enhanced Sampling | methods | OPES, expanded ensembles, importance sampling | Michele Invernizzi | TORSION ENVIRONMENTSIMILARITY CUSTOM LOAD UPPER_WALLS ENDPLUMED OPES_EXPANDED WHOLEMOLECULES VOLUME MOLINFO RMSD MATHEVAL ECV_UMBRELLAS_LINE ECV_MULTITHERMAL_MULTIBARIC PRINT ENERGY UNITS ECV_MULTITHERMAL Q6 POSITION ECV_LINEAR | function colvar bias envsim generic opes symfunc setup |
20.019 | Systematic finite-temperature reduction of crystal energy landscapes | materials | crystals, organics, structure prediction | Matteo Salvalaglio | MATHEVAL VOLUME METAD CELL PRINT LOWER_WALLS ENERGY UPPER_WALLS | generic function bias colvar |
20.009 | The dynamics of linear polyubiquitin | bio | saxs, martini, metainference, metadynamics, ubiquitin, protein dynamics | Carlo Camilloni | CENTER FLUSH MOLINFO SAXS WHOLEMOLECULES GYRATION DISTANCE STATS PBMETAD TORSION METAINFERENCE ALPHABETA PRINT ENSEMBLE | function colvar isdb bias generic multicolvar vatom |
20.007 | Discovering loop conformational flexibility in T4lysozyme mutants through artificial intelligence aided molecular dynamics | bio | metadynamics, loop movement, artificial intelligence | Pratyush Tiwary | RESTART MOLINFO RMSD WHOLEMOLECULES METAD DISTANCE TORSION COMBINE PRINT UPPER_WALLS | function colvar bias generic setup |
20.004 | Data-driven collective variables for enhanced sampling | methods | collective variables, machine learning, deep-lda | Luigi Bonati | UNITS FLUSH ENDPLUMED MATHEVAL DISTANCE PYTORCH_MODEL TORSION UPPER_WALLS GROUP PRINT COM LOWER_WALLS OPES_METAD LOAD | function colvar pytorch bias core generic opes setup vatom |
20.002 | Exploring conformational dynamics of the extracellular Venus flytrap domain of the GABAB receptor, a path-metadynamics study | bio | Metadynamics, path CVs | Riccardo Ocello | PATHMSD RESTART MOLINFO WHOLEMOLECULES METAD GROUP PRINT UPPER_WALLS | colvar bias core generic setup |
19.081 | Calculation of phase diagrams in the multithermal-multibaric ensemble | methods | VES, variationally enhanced sampling, multithermal-multibaric, energy, Wang Landau, RefCV, kernel, bcc, fcc, sodium, aluminum | Pablo Piaggi | OPT_AVERAGED_SGD HISTOGRAM TD_MULTITHERMAL_MULTIBARIC COMBINE LOAD UPPER_WALLS BF_LEGENDRE RESTART VOLUME CELL REWEIGHT_TEMP_PRESS MATHEVAL READ OPT_DUMMY VES_LINEAR_EXPANSION TD_WELLTEMPERED PRINT DUMPGRID ENERGY Q6 REWEIGHT_BIAS CONVERT_TO_FES LOWER_WALLS | function colvar bias generic symfunc gridtools ves setup |
19.077 | Molecular Recognition and Specificity of Biomolecules to Titanium Dioxide from MD Simulations | materials | metadynamics, peptide-surface binding | Jim Pfaendtner | MOLINFO METAD GYRATION DISTANCE UPPER_WALLS PRINT COM ENERGY | generic colvar vatom bias |
19.076 | Efficient conversion of chemical energy into mechanical work by Hsp70 chaperones | bio | molecular chaperones, Hsp70, protein folding, non equilibrium thermodynamics | Salvatore Assenza | UNITS MOVINGRESTRAINT ENDPLUMED GYRATION PRINT | generic colvar setup bias |
19.072 | SINE hairpin MD+NMR | bio | metadynamics, RNA, NMR | Giovanni Bussi | FLUSH MOLINFO MATHEVAL WHOLEMOLECULES METAD DISTANCE MAXENT TORSION COORDINATION PRINT COM SORT INCLUDE | function colvar bias generic vatom |
19.061 | Diffusion in porous materials | materials | metadynamics, porous materials, diffusion | Kim E. Jelfs | CENTER RESTART METAD DISTANCE GROUP PRINT COM LOWER_WALLS UPPER_WALLS | colvar bias core generic setup vatom |
19.052 | Gibbs free energy of homogeneous nucleation | materials | nucleation, surface excess free energy | Gareth Tribello | UNITS ENDPLUMED FCCUBIC METAD CELL PRINT UPPER_WALLS | colvar bias generic symfunc setup |
19.040 | Optimal Metric for Path Collective Variables | bio | metadynamics, path collective variables, sgoop, alanine tripeptide, conformational changes, optimal path | Francesco Luigi Gervasio | ENDPLUMED MATHEVAL METAD TORSION PRINT | generic colvar function bias |
19.031 | Ice nucleation using PIV-based path coordinates | materials | phase transitions, nucleation, TIP4P, path CV, PIV, metadynamics | Silvio Pipolo | FUNCPATHMSD METAD CELL PRINT LOWER_WALLS PIV UPPER_WALLS | function piv colvar bias generic |
19.007 | EMMI Microtubules | bio | metainference, cryo-EM | Max Bonomi | EMMI BIASVALUE MOLINFO WHOLEMOLECULES GROUP PRINT | generic isdb bias core |
19.003 | EMMI ClpP | bio | metainference, cryo-EM | Max Bonomi | EMMI BIASVALUE MOLINFO GROUP PRINT | generic isdb bias core |
24.005 | Learning Markovian Dynamics with Spectral Maps | methods | spectral map, collective variables, machine learning | Jakub Rydzewski | DISTANCE CUSTOM PRINT UNITS BIASVALUE | colvar function bias generic setup |
24.001 | A Kinetic View of Enzyme Catalysis from Enhanced Sampling QM/MM Simulations | bio | OPES, OPES-Flooding, QM/MM, Kinetics, Enzyme Catalysis | Dhiman Ray | DISTANCE FLUSH OPES_METAD UPPER_WALLS CUSTOM COMBINE TORSION COMMITTOR PRINT UNITS LOWER_WALLS | colvar function bias opes generic setup |
23.032 | Acceleration of Molecular Simulations by Parametric Time-Lagged tSNE Metadynamics | bio | metadynamics, tSNE, neural network, machine learning, trp-cage, folding | Vojtech Spiwok | COMBINE ALPHARMSD WHOLEMOLECULES MOLINFO PRINT METAD POSITION FIT_TO_TEMPLATE ANN | colvar function annfunc bias secondarystructure generic |
23.029 | An accurate and efficient SAXS/SANS implementation including solvation layer effects suitable for restrained Molecular Dynamics simulations | bio | SAXS, SANS, SAS, metainference, proteins, nucleic-acid | Federico Ballabio | STATS DISTANCE SAXS RMSD UPPER_WALLS MOLINFO GROUP PRINT WRAPAROUND ENSEMBLE BIASVALUE CENTER | colvar function bias vatom core generic isdb |
23.028 | Reactant-Induced Dynamics of Lithium Imide Surfaces during the Ammonia Decomposition Process | chemistry | Ammonia decomposition; Dynamics;OPES; Neural Network potential | Manyi Yang | DISTANCE FLUSH OPES_METAD UPPER_WALLS CUSTOM GROUP COMMITTOR ENERGY COM PRINT FIXEDATOM DISTANCES UNITS ZDISTANCES COORDINATIONNUMBER LOWER_WALLS MATHEVAL | colvar function bias vatom core opes symfunc generic setup multicolvar |
23.021 | Into the Dynamics of Rotaxanes at Atomistic Resolution | materials | metadynamics, rotaxanes, molecular shuttles, molecular machines | Luigi Leanza | DISTANCE UPPER_WALLS CUSTOM TORSION PRINT FIXEDATOM METAD CENTER MATHEVAL | colvar function bias vatom generic |
23.015 | MPCs aggregation | bio | opes_explore, dimerization, MPCs, self-assembly | Vikas Tiwari | DISTANCE UPPER_WALLS CUSTOM GROUP WHOLEMOLECULES COORDINATION PRINT COM OPES_METAD_EXPLORE METAD CENTER LOWER_WALLS | colvar function bias vatom core opes generic |
23.010 | An Efficient Metadynamics-Based Protocol To Model the Binding Affinity and the Transition State Ensemble of G‑Protein-Coupled Receptor Ligands | bio | GPCR, binding free energy, free energy surface | Timothy Clark | DISTANCE UPPER_WALLS CONSTANT WHOLEMOLECULES PRINT METAD BIASVALUE LOWER_WALLS MATHEVAL | colvar function bias generic |
23.008 | PBMetaD simulations of Histatin5 | bio | metadynamics, IDP, Rg, PPII | Francesco Pesce | GYRATION TORSION WHOLEMOLECULES MOLINFO GROUP PRINT PBMETAD | colvar core bias generic |
22.033 | Reciprocal barrier restraint. Application to PROTAC passive permeability prediction | methods | PROTAC, membrane permeability, PMF, restraint, meta-eABF, metadynamics, DRR | Istvan Kolossvary | DISTANCE FLUSH DRR CUSTOM PRINT COM METAD UNITS BIASVALUE | colvar function bias vatom generic setup drr |
22.004 | Discover, Sample and Refine. Exploring Chemistry with Enhanced Sampling Techniques | chemistry | reaction discovery, OPES, collective variables | Umberto Raucci | DISTANCE PYTORCH_MODEL OPES_METAD UPPER_WALLS CUSTOM COORDINATION OPES_METAD_EXPLORE GROUP PRINT COM UNITS LOAD LOWER_WALLS MATHEVAL | colvar function pytorch bias vatom core opes generic setup |
22.001 | Improving the Efficiency of Variationally Enhanced Sampling with Wavelet-Based Bias Potentials | methods | enhanced sampling, variationally enhanced sampling, ves, metadynamics, bias representation, wavelets, adam | Benjamin Pampel | BF_WAVELETS BF_CUBIC_B_SPLINES BF_LEGENDRE OPT_AVERAGED_SGD PRINT INCLUDE UPPER_WALLS TD_WELLTEMPERED POSITION UNITS VES_OUTPUT_BASISFUNCTIONS FLUSH TD_UNIFORM VES_LINEAR_EXPANSION OPT_ADAM DISTANCE BF_GAUSSIANS COORDINATION ENERGY METAD BF_CHEBYSHEV | colvar bias generic setup ves |
21.045 | QM/MM metadynamics of thiol-disulfide exchange between methylthiolate and dimethyldisulfide in water with an imposed external electrostatic potential (ESP) | chemistry | metadynamics, QM/MM, electrostatic potential, thiol-disulfide exchange | Denis Maag | DISTANCE COMBINE UPPER_WALLS COORDINATION PRINT METAD COORDINATIONNUMBER LOWER_WALLS | colvar function bias symfunc generic |
21.036 | Modelling the structure and interactions of intrinsically disordered peptides with multiple-replica, metadynamics-based sampling methods and force-field combinations | bio | Bias Exchange Metadynamics, PTWTE-metaD | Matteo Salvalaglio | ANTIBETARMSD GYRATION PARABETARMSD UPPER_WALLS ALPHARMSD COORDINATION WHOLEMOLECULES GROUP MOLINFO PRINT ENERGY METAD DIHCOR LOWER_WALLS RANDOM_EXCHANGES | colvar bias secondarystructure core generic multicolvar |
21.013 | Role of vibrational excitation in heterogeneous catalysis | chemistry | catalysis, vibrational excitation, free energy barriers, dissociation, chemisorption | Kristof Bal | EXTERNAL OPT_AVERAGED_SGD REWEIGHT_BIAS PRINT LOAD COORDINATIONNUMBER UPPER_WALLS REWEIGHT_METAD ANGLES DISTANCES UNITS TD_GRID CONVERT_TO_FES FLUSH COMBINE UWALLS HISTOGRAM VES_LINEAR_EXPANSION DISTANCE DUMPGRID COORDINATION RESTRAINT METAD BF_CHEBYSHEV LOWER_WALLS | colvar function gridtools bias symfunc generic setup ves multicolvar |
21.007 | Sampling enhancement by metadynamics driven by machine learning and de novo protein modelling | bio | metadynamics, machine learning, protein folding | Vojtech Spiwok | COMBINE ALPHARMSD WHOLEMOLECULES MOLINFO POSITION FIT_TO_TEMPLATE MATHEVAL | colvar function generic secondarystructure |
20.023 | metadynminer and metadynminer3d | methods | metadynamics, visualization, R | Vojtech Spiwok | TORSION METAD PRINT | colvar bias generic |
19.073 | On the role of enthalpic and entropic contributions on the conformational free energy landscape of MIL-101(Cr) building units | materials | metadynamics, MOF, MIL101Cr, conformational | Matteo Salvalaglio | GYRATION UPPER_WALLS ENERGY PRINT DISTANCES METAD COORDINATIONNUMBER LOWER_WALLS ENDPLUMED | colvar bias symfunc generic multicolvar |
19.058 | Constrained MD for maintaining a cavity in a calculation | chemistry | constrained MD, porous molecules, porosity, cavity | Kim Jelfs | FLUSH INPLANEDISTANCES PRINT COM DISTANCES MOVINGRESTRAINT RESTART | bias vatom generic setup multicolvar |
19.056 | maze | methods | maze, ligand unbinding | Jakub Rydzewski | PRINT MAZE_OPTIMIZER_BIAS POSITION UNITS MAZE_SIMULATED_ANNEALING MAZE_LOSS | colvar maze generic setup |
19.038 | native state dynamics of human and mouse b2m | bio | metainference, NMR, chemical shifts, metadynamics, protein dynamics, aggregation | Carlo Camilloni | FLUSH ANTIBETARMSD ALPHABETA UPPER_WALLS WHOLEMOLECULES GROUP MOLINFO PRINT CS2BACKBONE BIASVALUE LOWER_WALLS RESTART PBMETAD ENDPLUMED | bias isdb secondarystructure core generic setup multicolvar |
19.037 | Scission free energy of organic dyes | chemistry | metadynamics, multiple walkers, matheval/lepton | Paolo Raiteri | DISTANCE FLUSH UPPER_WALLS PRINT METAD UNITS RESTART MATHEVAL | colvar function bias generic setup |
19.027 | Multithermal-multibaric simulations using VES | methods | ves, Wang Landau, multicanonical, liquid sodium, density anomaly | Pablo Piaggi | AVERAGE VES_LINEAR_EXPANSION DUMPGRID BF_LEGENDRE COMBINE TD_MULTICANONICAL REWEIGHT_BIAS REWEIGHT_TEMP_PRESS OPT_AVERAGED_SGD PRINT ENERGY OPT_DUMMY UNITS CONVERT_TO_FES HISTOGRAM RESTART READ | colvar function gridtools bias generic setup ves |
19.025 | Metadynamic metainference Convergence towards force field independent structural ensembles of a disordered peptide | bio | metainference, NMR, protein dynamics, force-fields | Carlo Camilloni | JCOUPLING FLUSH STATS GYRATION METAINFERENCE TORSION WHOLEMOLECULES MOLINFO PRINT ENSEMBLE BIASVALUE RDC CS2BACKBONE PBMETAD ENDPLUMED | colvar function bias generic isdb |
19.021 | Coarse-Grained Directed Simulation | methods | experiment directed simulation, coarse-grain, bias | Glen Hocky | DISTANCE COMBINE TORSION RESTRAINT PRINT EDS | colvar function bias generic eds |
25.002 | M3_PCV-ABMD | chemistry | Adiabatic bias MD, path CVs, ligand unbinding, G protein coupled receptor | Gian Marco Elisi | UNITS PATHMSD PRINT ABMD UPPER_WALLS ENDPLUMED | generic bias setup colvar |
25.000 | Molecular mechanism of Arp2/3 activation by nucleation promoting factors and actin monomer | bio | metadynamics, pathCV | Sahithya Sridharan Iyer | FUNCPATHGENERAL WHOLEMOLECULES COM DISTANCE PRINT GROUP RESTART METAD UPPER_WALLS MOLINFO | vatom core setup colvar generic function bias |
24.031 | DeepLNE | methods | PATHCV, OPES, OneOPES | Thorben Fröhlking | ENERGY COORDINATION PRINT ECV_MULTITHERMAL OPES_EXPANDED RESTART ERMSD OPES_METAD_EXPLORE VOLUME MOLINFO PYTORCH_MODEL COMBINE | opes setup colvar generic function pytorch |
24.022 | Integrating Path Sampling with Enhanced Sampling for Rare-event Kinetics | methods | OPES Flooding, Weighted Ensemble, Metadynamics, Kinetics, Infrequent Metadynamics, Integrated Sampling | Dhiman Ray | RMSD GROUP UPPER_WALLS ANGLE CONTACTMAP WHOLEMOLECULES PRINT FIT_TO_TEMPLATE COMMITTOR CUSTOM METAD COORDINATION FIXEDATOM MATHEVAL ENDPLUMED MOLINFO OPES_METAD DISTANCE CENTER TORSION COMBINE | vatom core opes colvar generic function bias |
24.011 | Computing the Committor with the Committor, an Anatomy of the Transition State Ensemble | methods | committor, machine learning | Peilin Kang | ENERGY RMSD GROUP UPPER_WALLS WHOLEMOLECULES PRINT CUSTOM LOWER_WALLS INCLUDE COORDINATION UNITS MATHEVAL ENDPLUMED MOLINFO BIASVALUE POSITION DISTANCE CELL TORSION LOAD | core setup colvar generic function bias |
23.040 | Supramolecular capsules assembly dynamics | chemistry | Self-assembly, H-bond capsules, resorcinarene, pyrogallolarene, metadynamics | Riccardo Capelli | FLUSH WHOLEMOLECULES UNITS DISTANCES DISTANCE CENTER PRINT COM CUSTOM GROUP METAD POSITION | vatom core setup colvar generic multicolvar function bias |
23.025 | Probing ion binding to G-quadruplexes and related events | chemistry | metadynamics, repulsive potential, nucleic acids, G-quadruplexes | Marcelo Poleto | FLUSH UNITS WHOLEMOLECULES DISTANCES COM DISTANCE FIT_TO_TEMPLATE MATHEVAL PRINT LOWER_WALLS GROUP WRAPAROUND METAD DUMPATOMS RESTART UPPER_WALLS POSITION | vatom core setup colvar generic multicolvar function bias |
23.023 | Rational design of novel biomimetic sequence-defined polymers for mineralization applications | methods | metadynamics, surface binding, biomimetic mineralization | Kaylyn Torkelson | GYRATION COORDINATION COM DISTANCE PRINT PBMETAD UPPER_WALLS | vatom bias generic colvar |
23.011 | OneOPES, a combined enhanced sampling method to rule them all | bio | OPES, Replica Exchange, Multithermal, Ligand Binding, Protein Folding | Valerio Rizzi | ENERGY DISTANCE PRINT ECV_MULTITHERMAL OPES_EXPANDED METAD TORSION OPES_METAD_EXPLORE MOLINFO ENDPLUMED | bias opes generic colvar |
23.006 | Transcription factor unbinding | bio | metadynamics, DNA, conformational changes | Malin Lüking | CONTACTMAP COM DISTANCE PRINT ALPHARMSD METAD DUMPFORCES ANGLE MOLINFO | vatom secondarystructure colvar generic bias |
23.005 | A general metadynamics protocol to simulate activation/deactivation of Class A GPCRs | bio | metadynamics, activation/deactivation, activation index, GPCRs, 5HT1A | Timothy Clark | HISTOGRAM READ CONVERT_TO_FES WHOLEMOLECULES DISTANCE PRINT MATHEVAL RMSD METAD REWEIGHT_METAD MOLINFO DUMPGRID | gridtools colvar generic function bias |
23.004 | Melting curves of ice polymorphs in the vicinity of the liquid-liquid critical point | chemistry | water, liquid-liquid transition, second critical point, ice, polymorphs, melting curves, environment similarity, opes, density-functional theory, scan, machine learning potential | Pablo Piaggi | HISTOGRAM PRINT LOWER_WALLS OPES_EXPANDED RESTART ENVIRONMENTSIMILARITY UPPER_WALLS ECV_UMBRELLAS_LINE DUMPGRID | opes gridtools setup generic envsim bias |
23.003 | Alchemical metadynamics: Adding alchemical variables to metadynamics to enhance sampling in free energy calculations | methods | metadynamics, alchemical variable, alchemical free energy calculations | Wei-Tse Hsu | READ EXTRACV PRINT METAD TORSION | bias generic colvar |
23.000 | Atomistic simulations of RNA tetraloop folding via PTWTE-WTM | bio | parallel tempering, well-tempered metadynamics, well-tempered ensemble, RNA, Tetraloop, Folding | Gül Zerze | CONTACTMAP ENERGY WHOLEMOLECULES PRINT LOWER_WALLS METAD UPPER_WALLS | bias generic colvar |
22.042 | Metadynamics of NSP10 and variants | bio | metadynamics, NSP10, crystal structure, variants | Shozeb Haider | METAD PRINT TORSION | bias generic colvar |
22.035 | Deciphering the alphabet of disorder — Glu and Asp act differently on local but not global properties | bio | intrinsically disordered proteins, parallel bias metadynamics, protein | Kresten Lindorff-Larsen | GYRATION WHOLEMOLECULES PBMETAD TORSION MOLINFO | bias generic colvar |
22.029 | Angiotensin-1-7_Metadynamics | bio | Metadynamics, Angiotensin-(1-7), peptide | L.-América Chi | FLUSH GYRATION COORDINATION WHOLEMOLECULES PRINT LOWER_WALLS GROUP METAD UPPER_WALLS | core bias generic colvar |
22.007 | Characterization of a natural variant of human NDP52 and its functional consequences on mitophagy | bio | metadynamics, well-tempered, protein-protein interactions, disordered proteins, mutations autophagy | Elena Papaleo | FLUSH COORDINATION WHOLEMOLECULES DISTANCE PRINT ALPHARMSD METAD ALPHABETA TORSION UPPER_WALLS ANGLE MOLINFO | secondarystructure colvar generic multicolvar bias |
22.000 | Amyloid precursor protein processing by human γ-secretase | bio | Bias Exchange Metadynamics, Helix unfolding, coupled binding | Xiaoli Lu | CONTACTMAP ANTIBETARMSD UNITS COORDINATION DISTANCE CENTER PRINT ALPHARMSD METAD RANDOM_EXCHANGES INCLUDE MOLINFO | vatom secondarystructure setup colvar generic bias |
21.041 | Nucleating a Different Coordination in a Crystal under Pressure. A Study of the B1−B2 Transition in NaCl by Metadynamics | methods | metadynamics, structural phase transitions, pressure-induced phase transition, martensitic transitions | Matej Badin | COORDINATION PRINT CUSTOM METAD ENDPLUMED VOLUME COMBINE | function bias generic colvar |
21.039 | Deep learning the slow modes for rare events sampling | methods | collective variables, machine learning, slow modes, deep-tica, opes | Luigi Bonati | ENERGY ECV_MULTITHERMAL RMSD GROUP VOLUME CONTACTMAP WHOLEMOLECULES PRINT INCLUDE PYTORCH_MODEL Q6 UNITS ENDPLUMED MOLINFO FLUSH OPES_METAD DISTANCE OPES_EXPANDED ENVIRONMENTSIMILARITY TORSION LOAD COMBINE | core opes setup colvar generic function symfunc envsim pytorch |
21.037 | Molecular Dynamics simulations of RBD/hACE2 complexes | bio | SARS-CoV-2, COVID-19, MD, human-ACE2, spike, receptor-binding domain | Max Bonomi | RMSD DISTANCE PRINT | generic colvar |
19.083 | Blind Search for Complex Chemical Pathways Using Harmonic Linear Discriminant Analysis | chemistry | metadynamics, chemical reactions, reaction discovery | Valerio Rizzi | FLUSH UNITS DISTANCES PRINT GROUP RESTART METAD UPPER_WALLS ENDPLUMED COORDINATIONNUMBER COMBINE | core setup generic multicolvar function symfunc bias |
19.069 | Solvent Dynamics and Thermodynamics at the Crystal-Solution Interface of Ibuprofen | materials | ibuprofen, crystal, solvent, surface | Matteo Salvalaglio | DISTANCE CENTER PRINT GROUP INCLUDE ENDPLUMED | vatom core generic colvar |
19.059 | cis-trans isomerization of the Ac-Ala-Ala-Pro-Ala-Lys-NH2 peptide | bio | bias-exchange metadynamics, cis-trans isomerization | Fabrizio Marinelli | PRINT METAD RANDOM_EXCHANGES TORSION INCLUDE | bias generic colvar |
19.046 | Optimal Collective from short simulations for Benzamidine-Trypsin ligand binding | bio | VAC-MetaD, optimised collective variables, binding free energy, unbinding rates, benzamidine trypsin, Structure Activity Relation | Faidon Brotzakis | BRIDGE WHOLEMOLECULES DISTANCES COM DISTANCE PRINT LOWER_WALLS FUNNEL RMSD GROUP METAD ALPHABETA TORSION UPPER_WALLS REWEIGHT_METAD MOLINFO COMBINE | vatom core colvar funnel generic multicolvar function bias adjmat |
19.036 | Thermodynamics and kinetics of G protein-coupled receptor activation | bio | metadynamics, allostery, receptor conformation, GPCR, pharmacology | Davide Provasi | CONTACTMAP WHOLEMOLECULES COM DISTANCE PRINT RMSD METAD FUNCPATHMSD ENDPLUMED | vatom colvar generic function bias |
19.026 | Ice Nucleation on Cholesterol Crystals | materials | forward flux sampling, crystal nucleation, water, ice, organic crystals | Gabriele Cesare Sosso | FLUSH MFILTER_MORE OUTPUT_CLUSTER CONTACT_MATRIX CLUSTER_NATOMS DFSCLUSTERING CLUSTER_WITHSURFACE COMMITTOR ENDPLUMED LOCAL_Q6 Q6 | generic multicolvar symfunc clusters adjmat |
19.017 | Ligand binding pathways exploration | bio | metadynamics, ligand binding | Riccardo Capelli | DUMPGRID FLUSH HISTOGRAM READ COORDINATION WHOLEMOLECULES CONVERT_TO_FES COM PRINT FIT_TO_TEMPLATE MATHEVAL GROUP WRAPAROUND METAD REWEIGHT_METAD UPPER_WALLS ENDPLUMED POSITION | vatom core gridtools colvar generic function bias |
19.012 | Martini-Beads multi-scale SAXS | methods | metainference, SAXS, martini, structure refinement, nucleic-acids, protein complex | Carlo Camilloni | WHOLEMOLECULES SAXS STATS DISTANCE CENTER PRINT RESTRAINT RMSD GROUP UPPER_WALLS INCLUDE MOLINFO BIASVALUE ENDPLUMED | vatom core colvar generic function isdb bias |
25.003 | Surrogate Model CV | methods | Metadynamics, OPES, Machine Learning, Collective Variable, Protein Folding | Sompriya Chatterjee | PYTORCH_MODEL MATHEVAL CUSTOM DISTANCE TORSION PRINT ENDPLUMED COMBINE WHOLEMOLECULES GROUP ENERGY OPES_METAD MOLINFO COMMITTOR | function colvar core opes generic pytorch |
24.035 | Data efficient machine learning potentials for modeling catalytic reactivity via active learning and enhanced sampling | chemistry | opes, catalysis, ammonia, machine learning potentials | Luigi Bonati | CUSTOM DISTANCE UNITS PRINT LOWER_WALLS GROUP UPPER_WALLS OPES_METAD COORDINATION RESTART COMMITTOR | function setup bias colvar core opes generic |
24.008 | yCD Metadynamics | bio | volume-based MetaD, path CVs, infrequent MetaD, product release | James McCarty | DISTANCE PRINT GROUP WHOLEMOLECULES FIT_TO_TEMPLATE CONTACTMAP READ FLUSH WRAPAROUND FIXEDATOM ENDPLUMED CONVERT_TO_FES HISTOGRAM MOLINFO INCLUDE COM MATHEVAL UPPER_WALLS METAD COORDINATION RMSD DUMPGRID REWEIGHT_METAD PATH COMMITTOR | vatom function colvar bias core generic gridtools mapping |
23.044 | Synthesis of C60/[10]CPP-Catenanes by Regioselective, Nanocapsule-Templated Bingel Bis-Addition | materials | metadynamics, interlocked molecules | Luigi Leanza | DUMPGRID PRINT CONVERT_TO_FES ENDPLUMED HISTOGRAM METAD GROUP COORDINATION READ COMMITTOR | bias colvar core generic gridtools |
23.037 | Estimating binding free energy of solid binding peptides without extensive sampling | bio | metadynamics, solid binding peptides | Xin Qi | COM DISTANCE PRINT LOWER_WALLS UPPER_WALLS PBMETAD GYRATION MOLINFO | bias vatom generic colvar |
23.016 | Activation/deactivation free-energy profiles for the β2-adrenergic receptor: Ligand modes of action | bio | G protein coupled receptor, beta-adrenergic, receptor activation, partial agonism, metadynamics | Timothy Clark | DUMPGRID MATHEVAL DISTANCE REWEIGHT_METAD PRINT CONVERT_TO_FES HISTOGRAM METAD WHOLEMOLECULES MOLINFO RMSD READ | function bias colvar generic gridtools |
23.013 | Path meta-eABF simulation of large scale conformational change in STING protein | methods | meta-eABF, path CV, large scale conformational change, STING protein, reciprocal barrier restraint | Istvan Kolossvary | CUSTOM FLUSH UNITS PRINT LOWER_WALLS DRR METAD UPPER_WALLS PATHMSD TIME BIASVALUE | drr function setup bias colvar generic |
23.012 | JAK2 2D meta-eABF PMF with statistical analysis | bio | 2D meta-eABF, path CV, PMF | Istvan Kolossvary | CUSTOM FLUSH PRINT LOWER_WALLS METAD DRR UPPER_WALLS PATHMSD BIASVALUE | drr function bias colvar generic |
23.002 | Critical comparison of general-purpose collective variables for crystal nucleation | methods | metadynamics, umbrella sampling, commitor, entropy, PIV | Julien Lam | Q4 FUNCPATHMSD CUSTOM Q6 UNITS PRINT LOCAL_AVERAGE PAIRENTROPY METAD UPPER_WALLS ENERGY VOLUME RESTRAINT PIV | function setup bias colvar generic symfunc piv gridtools |
22.039 | Driving and characterizing nucleation of urea and glycine polymorphs in water | bio | metadynamics, nucleation, amino acids, polymorphism | Eric Beyerle | INCLUDE Q6 MATHEVAL CENTER Q4 PRINT PAIRENTROPY COORDINATIONNUMBER GROUP LOAD COMBINE METAD | function vatom setup bias core generic symfunc gridtools |
22.036 | Well-tempered MetaDynamics with Hamiltonian Replica Exchange on Holliday Junction | bio | Well-tempered MetaDynamics with Hamiltonian Replica Exchange | Miroslav Krepl | CUSTOM FLUSH GHBFIX PRINT COMBINE GROUP LOAD UPPER_WALLS METAD COORDINATION BIASVALUE MOLINFO | function setup colvar bias core generic |
22.026 | Designing Sequence-Defined Peptoids for Fibrillar Self-Assembly and Silicification | materials | Peptoid, silica | Jim Pfaendtner | COM DISTANCE PRINT UPPER_WALLS GYRATION PBMETAD MOLINFO | bias vatom generic colvar |
22.022 | Modulation of Multidrug Resistance Protein 1 - mediated transport processes by the antiretroviral drug ritonavir | bio | RMSD, protein-ligand interactions | Isabell Grothaus | PRINT RMSD | colvar generic |
22.021 | Phase diagram of the TIP4P/Ice water model by enhanced sampling simulations | chemistry | Ice, water, nucleation, environment similarity, interfaces, phase diagram, multiumbrella | Sigbjørn Løland Bore | INCLUDE PRINT LOWER_WALLS UPPER_WALLS ENVIRONMENTSIMILARITY ECV_UMBRELLAS_LINE OPES_EXPANDED | bias opes envsim generic |
22.019 | Exploring aspartic protease inhibitor binding to design selective antimalarials | bio | ligand binding, loop opening, path CV, funnel metadynamics, drug development | Raitis Bobrovs | COM DISTANCE FUNNEL PRINT LOWER_WALLS METAD WHOLEMOLECULES UPPER_WALLS PATHMSD FUNNEL_PS | funnel vatom bias colvar generic |
22.018 | Describing Inhibitor Specificity for the Amino Acid Transporter LAT1 from Metainference Simulations | bio | ligand binding, docking, EMMI, LAT1 | Max Bonomi | EMMIVOX PRINT GROUP WHOLEMOLECULES LOAD BIASVALUE MOLINFO | setup bias core isdb generic |
21.043 | Predicting the Conformational Variability of Oncogenic GTP-bound G12D Mutated KRas-4B Proteins at Cell Membranes | chemistry | well-tempered metadynamics, KRas-4B, anionic membrane, conformational variability | Huixia Lu | FIXEDATOM TORSION PRINT METAD FIT_TO_TEMPLATE | bias vatom generic colvar |
21.038 | Towards automated sampling of polymorph nucleation and free energies with SGOOP and metadynamics | materials | metadynamics, SGOOP, nucleation, urea | Ziyue Zou | INCLUDE CENTER PRINT COMBINE GROUP LOAD METAD ENERGY COORDINATIONNUMBER VOLUME | vatom function setup bias colvar core generic symfunc |
21.035 | CmuMD simulations of NaCl(aq) at NaCl | chemistry | CmuMD, interface | Aaron Finney | DISTANCE FIXEDATOM PRINT GROUP LOAD RESTRAINT | vatom setup colvar bias core generic |
21.032 | Metal-coupled folding mechanism to metallothionein | bio | parallel bias metadynamics, well tempered metadynamics, metal binding, metalloprotein, zinc coordination | Manuel-Peris Diaz | UNITS GROUP WHOLEMOLECULES PBMETAD COORDINATION | setup bias colvar core generic |
21.030 | Thermodynamic Basis for Stabilization of Helical Peptoids by Chiral Sidechains | bio | parallel bias parallel tempered metadynamics in WTE, synthetic foldamers, self-assembly, peptoid secondary structure | Jim Pfaendtner | INCLUDE COM DISTANCE TORSION PRINT METAD ALPHABETA GYRATION PBMETAD ENERGY COORDINATION | vatom bias colvar generic multicolvar |
21.024 | Property map collective variable as a useful tool for force field correction | chemistry | molecular mechanics | Vojtech Spiwok | PROPERTYMAP TORSION PRINT METAD WHOLEMOLECULES BIASVALUE | bias generic colvar |
21.020 | Reweighted Jarzynski sampling | methods | free energies, steered MD, neural network, nonequilibrium work, nucleation, chemical reactions | Kristof Bal | CONSTANT CUSTOM DISTANCE UNITS PRINT COORDINATIONNUMBER MOVINGRESTRAINT FLUSH VES_LINEAR_EXPANSION REWEIGHT_BIAS CONVERT_TO_FES HISTOGRAM OPT_AVERAGED_SGD COMBINE TD_WELLTEMPERED LOAD ANN BF_CHEBYSHEV OPES_METAD UPPER_WALLS METAD BIASVALUE DUMPGRID REWEIGHT_METAD RESTRAINT | annfunc function setup colvar bias opes ves generic symfunc gridtools |
21.016 | MD SAXS GTPase associated center | bio | metadynamics, RNA, folding, SAXS | Giovanni Bussi | INCLUDE CUSTOM PRINT LOWER_WALLS ERMSD WHOLEMOLECULES GYRATION GROUP SAXS UPPER_WALLS METAD MOLINFO | function bias colvar core isdb generic |
21.010 | Step by Step Strecker Amino Acid Synthesis from Ab Initio Prebiotic Chemistry | chemistry | Strecker reaction, free energy landscape, ab initio molecular dynamics, glycine, prebiotic synthesis | Théo Magrino | generic | |
21.008 | Multi-replica biased sampling for photoisomerization processes in conjugated polymers | methods | metadynamics, FEP, replica-exchange | Adriana Pietropaolo | CONSTANT MATHEVAL TORSION PRINT WHOLEMOLECULES PBMETAD BIASVALUE RESTART | function setup bias colvar generic |
20.032 | Modeling the thermodynamics of conformational isomerism in solution via unsupervised clustering, the case of Sildenafil | materials | clustering, conformational isomers | Matteo Salvalaglio | TORSION ENDPLUMED PRINT | generic colvar |
20.030 | Converging experimental and computational views of the knotting mechanism of the smallest knotted protein | bio | phi-values, transition state, knotted proteins | Cristina Paissoni | STATS PRINT COMBINE WHOLEMOLECULES COORDINATION MOLINFO RESTRAINT | bias function colvar generic |
20.024 | Gaussian Mixture Based Enhanced Sampling (GAMBES) | methods | enhanced sampling, probability based sampling, chemical reactions, rate calculation, static bias | Jayashrita Debnath | DISTANCE UNITS TORSION PRINT LOWER_WALLS COMBINE UPPER_WALLS LOAD GROUP ENERGY DISTANCES | function setup bias colvar core generic multicolvar |
20.014 | amyloid beta small molecule interaction | bio | intrinsically disordered proteins, disordered proteins, IDPs, fuzzy binding, small molecule, drugs, entropy, binding, Alzheimer’s disease, amyloid beta | Gabriella Heller | PRINT GROUP WHOLEMOLECULES GYRATION METAINFERENCE ENSEMBLE FLUSH ENDPLUMED COMBINE CS2BACKBONE MOLINFO INCLUDE STATS ALPHARMSD PBMETAD COORDINATION DIHCOR TORSION ANTIBETARMSD PARABETARMSD | function colvar bias core isdb generic secondarystructure multicolvar |
20.006 | Class B GPCR activation mechanism | bio | metadynamics, well-tempered ensemble, multiple walkers, Parallel-tempering metadynamics, GPCRs, ligand binding | Francesco Gervasio | MATHEVAL CENTER DISTANCE PRINT LOWER_WALLS COMBINE WHOLEMOLECULES METAD UPPER_WALLS ENERGY MOLINFO RMSD | function vatom bias colvar generic |
20.000 | Muscarinic M2 receptor-ligand funnel metadynamics | bio | multiple walker metadynamics, well-tempered metadynamics, funnel metadynamics, MC-HLDA, GPCR, receptor, Adiabatic Bias MD | Riccardo Capelli | DUMPGRID COM MATHEVAL DISTANCE REWEIGHT_METAD PRINT ENDPLUMED CONVERT_TO_FES HISTOGRAM LOWER_WALLS ABMD COMBINE UPPER_WALLS METAD READ | vatom function bias colvar generic gridtools |
19.080 | Ensemble-Based Molecular Simulation of Chemical Reactions under Vibrational Nonequilibrium | methods | ves, variationally enhanced sampling, vibrational excitation, chemical reactions | Kristof Bal | TD_GRID DUMPGRID FLUSH DISTANCE VES_LINEAR_EXPANSION UNITS PRINT CONVERT_TO_FES HISTOGRAM OPT_AVERAGED_SGD EXTERNAL UPPER_WALLS TD_WELLTEMPERED COMBINE LOWER_WALLS BF_CHEBYSHEV COORDINATION ANGLE | function setup colvar bias ves generic gridtools |
19.070 | Unexpected Dynamics in the UUCG RNA Tetraloop | bio | well-tempered metadynamics, RNA, UUCG, maximum entropy | Sandro Bottaro | DISTANCE TORSION PRINT ERMSD WHOLEMOLECULES METAD MOLINFO RMSD | bias generic colvar |
19.062 | Elucidating molecular design principles for charge-alternating peptides | bio | peptide folding, metadynamics, well-tempered ensemble, parallel tempering | Jim Pfaendtner | PRINT METAD WHOLEMOLECULES GYRATION ENERGY | bias colvar generic |
19.051 | Solid liquid interfacial free energy out of equilibrium | materials | metadynamics, nucleation, surface excess free energy | Gareth Tribello | FCCUBIC UNITS PRINT ENDPLUMED CELL LOWER_WALLS METAD UPPER_WALLS AROUND | volumes setup bias colvar generic symfunc |
19.050 | Using intrinsic surface to calculate the free energy change when nanoparticles adsorb on membranes | chemistry | metadynamics, membranes, Willard Chandler surface | Gareth Tribello | DUMPGRID REWEIGHT_BIAS PRINT CONVERT_TO_FES HISTOGRAM METAD UPPER_WALLS COMBINE RESTART READ DISTANCE_FROM_CONTOUR | function setup bias generic contour gridtools |
19.047 | Close Structure | methods | metadynamics, RMSD, path collective variables, property map | Vojtech Spiwok | WHOLEMOLECULES PRINT PROPERTYMAP METAD | bias colvar generic |
19.042 | Harmonic Linear Discriminant Analysis (HLDA) | methods | metadynamics, chemistry, HLDA | GiovanniMaria Piccini | FLUSH DISTANCE UNITS PRINT UPPER_WALLS COMBINE METAD ENERGY | function setup bias colvar generic |
19.041 | Molecular Driving Forces in Peptide Adsorption to Metal Oxide Surfaces | bio | metadynamics, collective variables, conformational changes, multiple walkers, Well-Tempered MetaD, peptide, binding, phosphorylation, post-transitional motif, sio2, adsorption | Jim Pfaendtner | COM DISTANCE PRINT METAD UPPER_WALLS ENERGY | bias vatom generic colvar |
19.022 | eABF simulation of NANMA (alanine dipeptide) | methods | eABF, DRR, alanine dipeptide | Haochuan Chen | TORSION PRINT DRR | drr generic colvar |
19.020 | PTMetaD-WTE simulation of the Ntail IDP | bio | metadynamics, IDPs, protein folding | Mattia Bernetti | PRINT ENDPLUMED ALPHARMSD METAD WHOLEMOLECULES GYRATION ENERGY MOLINFO | secondarystructure colvar bias generic |
19.001 | RNA SHAPE | bio | metadynamics, RNA, ligand binding | Giovanni Bussi | INCLUDE FLUSH DISTANCE PRINT LOWER_WALLS COMBINE ERMSD UPPER_WALLS METAD ANGLE MOLINFO RANDOM_EXCHANGES DISTANCES | function bias colvar generic multicolvar |
25.009 | Ab Initio Multiple Walkers Metadynamics Simulations of Nitrate Photolysis in Water | chemistry | metadynamics, nitrate photolysis | Kam-Tung Chan | COORDINATION DISTANCE REWEIGHT_METAD READ GROUP DUMPGRID PRINT HISTOGRAM RESTART UPPER_WALLS FLUSH METAD CUSTOM | colvar core setup generic bias gridtools function |
25.004 | Machine Learning-Driven Molecular Dynamics Unveil a Bulk Phase Transformation Driving Ammonia Synthesis on Barium Hydride | chemistry | OPES, OPES flooding, Catalysis, Ammonia Synthesis | Axel Tosello Gardini | ZDISTANCES DISTANCE GROUP COORDINATIONNUMBER DISTANCES PRINT COMMITTOR OPES_METAD UNITS FLUSH UPPER_WALLS FIXEDATOM CUSTOM | core colvar vatom setup symfunc generic bias function multicolvar opes |
24.018 | A new route to the prebiotic synthesis of glycine via ab initio-based machine learning calculations | chemistry | prebiotic chemistry, glycine, Strecker synthesis, ab initio calculations, machine learning | Léon HUET | DISTANCE PRINT | generic colvar |
24.017 | Absolute Binding Free Energies with OneOPES | methods | protein ligand binding free energy, oneopes, metadynamics, brd4, hsp90, absolute binding free energy | Francesco Gervasio | ECV_MULTITHERMAL ENERGY WHOLEMOLECULES MATHEVAL MOLINFO COORDINATION INCLUDE BIASVALUE PROJECTION_ON_AXIS CUSTOM WRAPAROUND PRINT CONSTANT UPPER_WALLS CONTACTMAP OPES_METAD_EXPLORE METAD LOWER_WALLS RMSD TORSION GROUP COM RESTART OPES_EXPANDED | colvar core vatom setup generic bias function opes |
24.016 | Cryo-EM guided simulations of ribozyme | bio | metainference, cryo-EM | Giovanni Bussi | MOLINFO ERMSD GROUP PRINT RESTRAINT BIASVALUE INCLUDE WHOLEMOLECULES EMMIVOX | isdb colvar core generic bias |
24.014 | Learning Collective Variables with Synthetic Data Augmentation through Physics-inspired Geodesic Interpolation | methods | data augmentation, geodesic interpolation, collective variables, protein folding | Juno Nam | COORDINATION LOWER_WALLS MOLINFO RMSD PYTORCH_MODEL PRINT WHOLEMOLECULES UPPER_WALLS FLUSH DRR METAD | colvar pytorch drr generic bias |
24.002 | Using Metadynamics to Reveal Extractant Conformational Free Energy Landscapes | chemistry | metadynamics, ligand design, solvent extraction | Xiaoyu Wang | TORSION PRINT RESTART UNITS METAD | generic bias setup colvar |
24.000 | Ammonia Decomposition on Non-stoichiometric Lithium Imide | chemistry | ammonia decomposition, non-stoichiometric lithium imide, machine learning interatomic potentials, enhanced sampling, heterogeneous catalysis | Francesco Mambretti | ZDISTANCES DISTANCE GROUP COORDINATIONNUMBER PRINT OPES_METAD UNITS FLUSH UPPER_WALLS FIXEDATOM | core colvar vatom setup symfunc generic bias multicolvar opes |
23.035 | An Extended Metadynamics Protocol for Binding/Unbinding of Peptide Ligands to Class A G-Protein Coupled Receptors | bio | G protein coupled receptor, peptide ligands, metadynamics, multiple-walker | Timothy Clark | MATHEVAL LOWER_WALLS CENTER DISTANCE PRINT BIASVALUE WHOLEMOLECULES CONSTANT UPPER_WALLS METAD | colvar vatom function bias generic |
23.031 | Identifying small molecules binding sites in RNA conformational ensembles with SHAMAN | bio | RNA, metadynamics, probes, mixed-solvent MD, small molecules, binding sites | Max Bonomi | MOLINFO CENTER GROUP WRAPAROUND PRINT FIT_TO_TEMPLATE POSITION DISTANCES WHOLEMOLECULES SHADOW UPPER_WALLS METAD | isdb core colvar vatom generic bias multicolvar |
23.018 | Anisotropic Gold Nanomaterial Synthesis Using Peptide Facet Specificity and Timed Intervention | materials | metadynamics, surface binding, peptide adsorption | Kaylyn Torkelson | PBMETAD GYRATION DISTANCE COM PRINT UPPER_WALLS | vatom bias colvar generic |
23.017 | How and When Does an Enzyme React? Unraveling α-Amylase Catalytic Activity with Enhanced Sampling Techniques | bio | enzymatic reaction discovery, reaction mechanism, catalysis, ligand-binding modes, water, alpha-amylase, sugar, QM/MM MD, OPES, OPES explore, graph CV, machine learning, Deep TDA CV, path CV | Sudip Das | COORDINATION CENTER LOWER_WALLS TORSION PATH PYTORCH_MODEL DISTANCE GROUP PRINT FIT_TO_TEMPLATE WHOLEMOLECULES OPES_METAD UNITS OPES_METAD_EXPLORE UPPER_WALLS FIXEDATOM CUSTOM | mapping colvar core vatom pytorch setup generic bias function opes |
22.034 | Rationalising the difference in crystallisability of two Sulflowers using efficient in silico methods | materials | metadynamics, crystallizability, crystal structure prediction, sulflower, persulforated coronene | Matteo Salvalaglio | MATHEVAL LOWER_WALLS DRMSD CELL PRINT COMMITTOR UPPER_WALLS METAD CUSTOM | function bias colvar generic |
22.024 | Conformational Entropy as a Potential Liability of Computationally Designed Antibodies | bio | metadynamics, conformational entropy, antibody, nanobody | Thomas Löhr | PBMETAD MOLINFO TORSION COM ANTIBETARMSD ALPHARMSD PRINT WHOLEMOLECULES ALPHABETA RESTART | colvar vatom setup generic bias multicolvar secondarystructure |
22.023 | Determination of the structure and dynamics of the fuzzy coat of an amyloid fibril of IAPP using cryo-electron microscopy | bio | CryoEM, MEMMI,EMMI, Metadynamics, Metainference, IAPP, structural ensemble | Faidon Brotzakis | PBMETAD MOLINFO RMSD COORDINATION TORSION GROUP COM PRINT BIASVALUE WHOLEMOLECULES RESTART UPPER_WALLS EMMI | isdb colvar core vatom setup generic bias |
21.050 | N-glycosylation of Trypanosoma congolense trans-sialidase modulates enzymatic activity | methods | bio | Isabell Louise Grothaus | DISTANCE CENTER PRINT | vatom colvar generic |
21.042 | Peptoid-mediated Au nanocrystal growth | materials | parallel-bias metadynamics, peptoid, Au | Xin Qi | PBMETAD MOLINFO GYRATION DISTANCE COM PRINT UPPER_WALLS | generic bias colvar vatom |
21.034 | Efficient sampling of high-dimensional free energy landscapes using adaptive reinforced dynamics | bio | reinforced dynamics, bias-exchange metadynamics, parallel-bias metadynamics | Dongdong Wang | ENDPLUMED PBMETAD TORSION PRINT INCLUDE RANDOM_EXCHANGES METAD | generic bias colvar |
21.031 | Photo-switchable sulfonulureas in KATP channel | bio | metadynamics, photo-pharmacology, sulfonylureas potasium ion-channels | Katarzyna Walczewska-Szewc | LOWER_WALLS DISTANCE COM PRINT WHOLEMOLECULES UNITS UPPER_WALLS METAD | colvar vatom setup generic bias |
21.026 | Probing allosteric regulations with coevolution-driven molecular simulations | bio | metadynamics, coevolution, allostery, adenylate cyclase | Francesco Colizzi | DISTANCE COM PRINT WHOLEMOLECULES UNITS UPPER_WALLS METAD PATHMSD | colvar vatom setup generic bias |
21.022 | Predictive theoretical framework for dynamic control of bio-inspired hybrid nanoparticle self-assembly | materials | parallel bias metadynamics, adsorption, peptide | Xin Qi | PBMETAD MOLINFO LOWER_WALLS GYRATION DISTANCE COM PRINT ENERGY UPPER_WALLS | generic bias colvar vatom |
21.021 | ATLAS | methods | Machine Learning, Metadynamics | Federico Giberti | MATHEVAL COORDINATION TORSION GYRATION DISTANCE GROUP PRINT COORDINATIONNUMBER BIASVALUE DUMPATOMS WHOLEMOLECULES UNITS METAD | colvar core setup symfunc function generic bias |
21.014 | how to determine statistically accurate conformational ensembles | bio | metadynamics, metainference, errors, cv, SAXS, ensemble determination | Cristina Paissoni | PBMETAD MOLINFO CENTER GYRATION TORSION ANTIBETARMSD SAXS PRINT BIASVALUE ENSEMBLE WHOLEMOLECULES ALPHABETA STATS CONTACTMAP METAD | isdb colvar vatom generic bias function multicolvar secondarystructure |
21.012 | NMR-Guided Rational Engineering of Endocellulase from Acidothermus Cellulolyticus for Reducing Product Inhibition | bio | funnel metadynamics | Jim Pfaendtner | LOWER_WALLS FUNNEL_PS DISTANCE COM PRINT UPPER_WALLS FUNNEL METAD | colvar vatom generic bias funnel |
21.011 | CmuMD simulations of NaCl(aq) at graphite | chemistry | CmuMD, DFS clustering | Aaron Finney | GROUP CONTACT_MATRIX LOAD AROUND CLUSTER_DISTRIBUTION COORDINATIONNUMBER DENSITY PRINT RESTRAINT MFILTER_MORE MULTICOLVARDENS DFSCLUSTERING DUMPGRID CLUSTER_NATOMS FIXEDATOM | volumes core vatom adjmat setup symfunc generic bias clusters gridtools multicolvar |
21.005 | Crystallization Collective Variable | methods | Crystallization, Collective Variable, OPES, Structure Factor, Phase transitions, Deep-LDA | Tarak Karmakar | MATHEVAL LOWER_WALLS PYTORCH_MODEL GROUP PRINT OPES_METAD UPPER_WALLS LOAD FLUSH | core pytorch setup function bias generic opes |
20.021 | Mapping the transition state for a binding reaction between ancient intrinsically disordered proteins. | bio | phi-values, restrained MD, transition-state, protein folding, disordered proteins, protein evolution | Cristina Paissoni | MOLINFO COORDINATION RESTRAINT PRINT WHOLEMOLECULES STATS | generic bias function colvar |
20.020 | Parallel Bias Metadynamics | methods | pbmetad, trp-cage, folding | Max Bonomi | PBMETAD MOLINFO COORDINATION GYRATION DIHCOR INCLUDE PRINT WHOLEMOLECULES ALPHABETA | generic bias colvar multicolvar |
20.018 | Free energy barriers from biased molecular dynamics simulations | methods | kinetics, free energy barriers, chemical reactions, nucleation, metadynamics | Kristof Bal | VOLUME DENSITY ENERGY COORDINATION CONTACT_MATRIX REWEIGHT_BIAS CONVERT_TO_FES UNITS LOAD SPRINT COMBINE CENTER PAIRENTROPY DISTANCE REWEIGHT_METAD DUMPGRID PRINT HISTOGRAM UPPER_WALLS METAD Q6 LOWER_WALLS LOCAL_AVERAGE COORDINATIONNUMBER FLUSH | volumes colvar vatom adjmat setup symfunc function bias gridtools generic sprint |
20.005 | Muscarinic M2 receptor/ligand Frequency-Adaptive Metadynamics and QM/MM calculations | bio | Frequency-adaptive metadynamics, multiple-walkers metadynamics, well-tempered metadynamics, GPCR, receptor, Adiabatic Bias MD | Riccardo Capelli | WHOLEMOLECULES MOLINFO CONVERT_TO_FES ENDPLUMED COMBINE DISTANCE REWEIGHT_METAD READ PRINT DUMPGRID HISTOGRAM UPPER_WALLS CONTACTMAP FUNCPATHMSD METAD LOWER_WALLS COM ABMD FLUSH | colvar vatom generic bias gridtools function |
19.065 | Molecular Enhanced Sampling with Autoencoders | methods | enhanced sampling, collective variables, deep learning | Wei Chen | COMBINE COM RESTRAINT POSITION ANN | colvar annfunc vatom function bias |
19.063 | Protein-ligand binding through metadynamics with path CVs | bio | metadynamics, path CVs, ligand binding | Mattia Bernetti | LOWER_WALLS PRINT WHOLEMOLECULES PATHMSD UPPER_WALLS METAD | generic bias colvar |
19.032 | Chemical reaction in solution using path collective variables based on coordination patterns | chemistry | chemical reactions, solutions, metadynamics, coordination patterns | Fabio Pietrucci | PATH PRINT DISTANCES RESTART UPPER_WALLS FLUSH METAD | mapping setup generic bias multicolvar |
19.029 | WTE-metaD of FF domain of URNF1 C57D variant | bio | metadynamics, mutations, post-translational modification, ff domain | Elena Papaleo | MOLINFO LOWER_WALLS GYRATION GROUP PRINT WHOLEMOLECULES ALPHABETA UPPER_WALLS METAD | colvar core generic bias multicolvar |
19.008 | anncolvar | methods | neural network, dimensionality reduction | Vojtech Spiwok | MATHEVAL MOLINFO COMBINE FIT_TO_TEMPLATE POSITION PRINT ALPHARMSD WHOLEMOLECULES METAD | colvar function bias generic secondarystructure |
19.004 | MI Ubiquitin | bio | metainference, NMR | Max Bonomi | MOLINFO CS2BACKBONE METAINFERENCE GROUP PRINT RDC WHOLEMOLECULES | generic isdb core |
25.007 | Shaping the glycan landscape. Hidden relationships between linkage and ring distortion induced by carbohydrate-active enzmyes | bio | REST-RECT, REST2, glycan, enzyme, CAZyme, steered | Isabell Grothaus | RESTART MOLINFO MOVINGRESTRAINT PUCKERING PRINT RESTRAINT TORSION DISTANCE METAD | bias setup colvar generic |
24.023 | Investigating Ligand-Mediated Conformational Dynamics of Pre-miR21. A Machine-Learning-Aided Enhanced Sampling Study | bio | RNA, miRNA, OneOPES, ligand binding, conformational changes | Valerio Rizzi | RESTART COMBINE ENERGY COORDINATION ECV_MULTITHERMAL PRINT CUSTOM OPES_EXPANDED TORSION DISTANCE GROUP OPES_METAD_EXPLORE | opes core colvar setup function generic |
24.021 | Ab initio machine learning simulation of calcium carbonate from aqueous solutions to the solid state | chemistry | ion pairing, caco3, opes, proton transfer, crystallization | Pablo Piaggi | OPES_METAD ENERGY COORDINATION PRINT UPPER_WALLS DISTANCE | bias colvar opes generic |
24.020 | Graph Neural Network-State Predictive Information Bottleneck (GNN-SPIB) approach for learning molecular thermodynamics and kinetics | bio | LJ7, alanine, well-tempered metadynamics, infrequent metadynamics, machine learning | Ziyue Zou, Dedi Wang, Pratyush Tiwary | COMMITTOR GROUP PRINT LOAD TORSION METAD | core colvar bias setup generic |
24.019 | Enhanced Sampling of Biomolecular Slow Conformational Transitions Using Adaptive Sampling and Machine Learning | bio | OPES, machine learning, protein folding, adaptive sampling | Mingyuan Zhang | OPES_METAD MOLINFO WHOLEMOLECULES COMBINE GYRATION COORDINATION PRINT CUSTOM ALPHARMSD TORSION DISTANCE | opes colvar secondarystructure function generic |
24.007 | SWISH-X | bio | swish-x, SWISH-X, swish, expanded SWISH | Alberto Borsatto | INCLUDE MOLINFO WHOLEMOLECULES ENERGY ECV_MULTITHERMAL PRINT UPPER_WALLS OPES_EXPANDED CONTACTMAP | bias colvar opes generic |
24.006 | Water vapor condensation | chemistry | metadynamics, homogeneous condensation, chemical potential | Shenghui Zhong | CLUSTER_NATOMS PRINT UPPER_WALLS DFSCLUSTERING COORDINATIONNUMBER CONTACT_MATRIX METAD UNITS CLUSTER_PROPERTIES | bias setup clusters symfunc adjmat generic |
23.046 | Lasso Peptides - HLDA CV | bio | metadynamics, protein folding, HLDA, harmonic | Gabriel da Hora | WHOLEMOLECULES COMBINE PRINT DISTANCE METAD UNITS | colvar bias setup function generic |
23.045 | Minute-timescale simulations of G Protein Coupled Receptor A2A activation mechanism reveal a receptor pseudo-active state | bio | Path CVs Metadynamics, GPCRs activation transition | Vittorio Limongelli | INCLUDE LOWER_WALLS MOLINFO METAD PATHMSD PRINT FUNCPATHMSD UPPER_WALLS ALPHARMSD DISTANCE CONTACTMAP | colvar secondarystructure bias function generic |
23.009 | Deep Learning Collective Variables from Transition Path Ensemble | methods | TPI-Deep-TDA, Deep-TDA, Transition Path, OPES, OPES Flooding, Machine Learning, Protein folding, Ligand binding | Dhiman Ray | MATHEVAL COORDINATION DISTANCE CONTACTMAP WHOLEMOLECULES ENERGY PYTORCH_MODEL UPPER_WALLS GROUP FIXEDATOM ANGLE OPES_METAD LOWER_WALLS MOLINFO INCLUDE COMBINE FIT_TO_TEMPLATE RMSD COMMITTOR CENTER ENDPLUMED PRINT CUSTOM | opes core colvar pytorch bias vatom function generic |
23.007 | Origins of Conformational Heterogeneity in Peptoid Helices formed by Chiral N-1-Phenylethyl Sidechains | bio | metadynamics, peptoids, parallel-bias metadynamics | Jim Pfaendtner | INCLUDE WHOLEMOLECULES PBMETAD GYRATION COORDINATION COM RESTRAINT PRINT TORSION | bias colvar vatom generic |
22.040 | From Closed to Open. Omicron Mutations Increase Interdomain Interactions and Reduce Epitope Exposure | bio | SARS-CoV-2, Spike, Omicron | Miłosz Wieczór | LOWER_WALLS WHOLEMOLECULES PCAVARS PRINT UPPER_WALLS METAD | bias mapping generic |
22.032 | Reciprocal barrier restraint. Application to path-meta-eABF | methods | restraint, upper wall, lower wall, path colvar, meta-eABF, metadynamics, DRR, protein conformational transition, PROTAC | Istvan Kolossvary | DRR FLUSH PATHMSD PRINT CUSTOM BIASVALUE METAD | colvar drr bias function generic |
22.028 | N-glycan conformer distributions in atomistic simulation | bio | REST2, RECT, N-glycan, pucker | Isabell Grothaus | MOLINFO HISTOGRAM PUCKERING PRINT READ CONVERT_TO_FES TORSION METAD DUMPGRID | bias gridtools colvar generic |
21.051 | Automatic learning of hydrogen-bond fixes in an AMBER RNA force field | methods | force field, RNA | Giovanni Bussi | MOLINFO WHOLEMOLECULES COMBINE COORDINATION PRINT BIASVALUE ERMSD METAD | function bias colvar generic |
21.019 | Reducing Crystal Structure Overprediction of Ibuprofen with Large Scale Molecular Dynamics Simulations | materials | Crystal/Energy landscapes, Molecular Dynamics, Ibuprofen | Matteo Salvalaglio | MATHEVAL COM PRINT KDE DISTANCE TORSIONS | multicolvar colvar vatom function gridtools generic |
21.015 | Coarse-grained metadynamics and umbrella sampling simulations to investigate interactions of carbohydrate-binding modules with chitin | bio | metadynamics, umbrella sampling, coarse-grained, MARTINI, chitin, carbohydrate-binding module | Gaston Courtade | REWEIGHT_BIAS RESTART WHOLEMOLECULES MATHEVAL COORDINATION CENTER PRINT RESTRAINT POSITION METAD | colvar bias setup vatom function generic |
21.000 | Uremic toxin time scale dynamics | bio | uremic toxin, serum albumin, Time-structure Independent Components Analysis (tICA), Markov state models (MSMs) | Jim Pfaendtner | WHOLEMOLECULES COM PRINT DISTANCE GROUP | core colvar vatom generic |
20.027 | Allosteric Regulation of SARS-CoV-2 Protease. Towards Informed Structure-Based Drug Discovery | bio | SARS-CoV2, MPro, Covid-19, Molecular Dynamics, Metadynamics, Computer-Aided Drug Discovery | Khaled Abdel-Maksoud | PRINT TORSION DISTANCE METAD | bias colvar generic |
20.012 | Combining Machine Learning and Enhanced Sampling Techniques for Efficient and Accurate Calculation of Absolute Binding Free Energies | bio | metadynamics, well-tempered ensemble, ligand binding, binding affinity calculations, novel COLVAR, funnel restraints, Hamiltonian replica-exchange, PathCV, COMetPath, SWISH | Francesco Gervasio | INCLUDE LOWER_WALLS MOLINFO WHOLEMOLECULES MATHEVAL FUNCPATHGENERAL METAD COM PROJECTION_ON_AXIS PRINT UPPER_WALLS CONSTANT BIASVALUE LOAD DISTANCE GROUP CONTACTMAP | core colvar bias setup vatom function generic |
20.010 | Phase equilibrium of liquid water and hexagonal ice from enhanced sampling molecular dynamics simulations | materials | water, ice, TIP4P, crystallization, EnvironmentSimilarity, RefCV, kernel, VES, variationally enhanced sampling | Pablo Piaggi | VES_LINEAR_EXPANSION OPT_AVERAGED_SGD RESTART MATHEVAL BF_LEGENDRE ENVIRONMENTSIMILARITY OPT_DUMMY Q6 PRINT UPPER_WALLS VOLUME TD_WELLTEMPERED | envsim colvar bias setup function symfunc ves generic |
20.003 | Enhanced sampling of transition states | methods | Variationally Enhanced Sampling, Target distribution, Transition state, Enhanced Sampling, Nucleation, chemical reaction | Jayashrita Debnath | VES_LINEAR_EXPANSION OPT_AVERAGED_SGD ENERGY BF_LEGENDRE PRINT POSITION LOAD UNITS | setup ves colvar generic |
19.082 | Ammonia Borane Dehydrogenation | chemistry | metadynamics, reaction discovery, hydrogen production, chemistry | Valerio Rizzi | RESTART COMBINE ENDPLUMED METAD FLUSH EXTERNAL PRINT COORDINATIONNUMBER GROUP UNITS | core bias setup function symfunc generic |
19.075 | PYCV - a PLUMED 2 Module Enabling the Rapid Prototyping of Collective Variables in Python | other | Python, automatic differentiation | Toni Giorgino | COMBINE CENTER ENDPLUMED PRINT RESTRAINT CUSTOM TORSION DISTANCE GROUP DUMPDERIVATIVES ANGLE | core colvar bias vatom function generic |
19.067 | Kinetics of Huperzine A Dissociation from Acetylcholinesterase via Multiple Unbinding Pathways | bio | metadynamics, ligand unbinding | Jakub Rydzewski | LOWER_WALLS RESTART PATHMSD PRINT UPPER_WALLS METAD UNITS | bias setup colvar generic |
19.048 | Understanding Ligand Binding Selectivity in a Prototypical GPCR Family | bio | metadynamics, Parallel-tempering metadynamics, GPCRs, ligand binding | Francesco Gervasio | LOWER_WALLS WHOLEMOLECULES MATHEVAL COM PRINT UPPER_WALLS CONSTANT BIASVALUE DISTANCE METAD | colvar bias vatom function generic |
19.028 | pRAVE | methods | RAVE, reaction coordinate, deep learning, metadynamics, kinetics | Pratyush Tiwary | COMMITTOR RESTART WHOLEMOLECULES COMBINE ALPHABETA EXTERNAL COM PRINT TORSION DISTANCE | multicolvar colvar bias setup vatom function generic |
19.023 | RECT | methods | metadynamics, replica exchange | Giovanni Bussi | WHOLEMOLECULES GYRATION PRINT TORSION METAD | bias colvar generic |
19.018 | Excited state FEP/Metadynamics simulations | chemistry | metadynamics, FEP, excited states, conjugated polymers, torsional potential | Adriana Pietropaolo | WHOLEMOLECULES MATHEVAL PRINT BIASVALUE CONSTANT TORSION METAD | function bias colvar generic |
19.016 | Succinnic acid gamma polymorph | materials | Succinnic acid, conformers, polymorphs, metadynamics | Matteo Salvalaglio | LOWER_WALLS COMBINE MATHEVAL ENERGY ENDPLUMED PRINT UPPER_WALLS VOLUME TORSION METAD CELL | bias colvar function generic |
19.010 | Multi-domain protein dynamics | bio | metainference, NMR, protein dynamics | Carlo Camilloni | DIHCOR MOLINFO WHOLEMOLECULES PBMETAD STATS ALPHABETA DHENERGY CENTER METAINFERENCE ENDPLUMED PRINT UPPER_WALLS RESTRAINT RDC TORSION DISTANCE GROUP ENSEMBLE | multicolvar core colvar bias vatom function isdb generic |
25.005 | Mechanism of Nanocluster Formation from Machine-Learned Potential-based Simulations | chemistry | WT-metadynamics, metal nanoclusters, nucleation, neural network potential, deepMD | Vikas Tiwari, Tarak Karmakar | ANGLE COM PRINT UNITS GROUP COORDINATIONNUMBER UPPER_WALLS COMBINE COORDINATION RESTRAINT FIXEDATOM DISTANCE FLUSH METAD DISTANCES LOWER_WALLS | generic symfunc bias colvar setup vatom function core multicolvar |
24.029 | Combination of OPES and OPES-Explore | methods | OPES, OPES-Explore, Metadynamics, Protein Folding, Ligand Binding, Chignolin, Trypsin | Dhiman Ray | FIT_TO_TEMPLATE WHOLEMOLECULES CONTACTMAP UPPER_WALLS METAD INCLUDE CENTER OPES_METAD PRINT UNITS PYTORCH_MODEL ENDPLUMED FLUSH MATHEVAL LOWER_WALLS OPES_METAD_EXPLORE BIASVALUE COORDINATION COMBINE CUSTOM RMSD ENERGY GROUP MOLINFO FIXEDATOM DISTANCE POSITION | generic colvar vatom bias core opes function setup pytorch |
24.028 | All-atom simulations of RNA-membrane interactions | bio | metadynamics, membrane, RNA | Giovanni Bussi | COMBINE SORT WHOLEMOLECULES MOLINFO DISTANCES METAD MATHEVAL UPPER_WALLS LOWER_WALLS DISTANCE GHOST PUCKERING CENTER GYRATION GROUP PRINT POSITION | generic colvar multicolvar vatom bias core function |
24.026 | Constant pH metadynamics of RNA oligomers | bio | metadynamics, pH, RNA | Giovanni Bussi | MOLINFO METAD RESTART TORSION PUCKERING PRINT | setup colvar generic bias |
24.004 | Enhanced sampling of Crystal Nucleation with Graph Representation Learnt Variables | materials | metadynamics, nucleation, machine learning | Ziyue Zou | LOAD METAD RESTART INCLUDE GROUP PRINT | setup generic bias core |
24.003 | Exploration of Tertiary Structure in Sequence-Defined Polymers Using Molecular Dynamics Simulations | chemistry | steered molecular dynamics, foldamers, peptoids, bio-inspired | Kaylyn Torkelson | WHOLEMOLECULES MOVINGRESTRAINT DISTANCE TORSION INCLUDE GYRATION ALPHABETA PRINT COM COORDINATION | generic colvar vatom bias multicolvar |
23.043 | Modeling the ferroelectric phase transition in barium titanate with DFT accuracy and converged sampling | materials | Barium Titanate, ferroelectric phase transition, Machine Learning, polarization order parameters | Lorenzo Gigli | FLUSH METAD MATHEVAL TRANSPOSE INCLUDE SELECT_COMPONENTS SUM PRINT | generic valtools matrixtools bias function |
23.041 | Accurate model and ensemble refinement using cryo-electron microscopy maps and Bayesian inference | methods | EMMIVox, cryo-EM, single-structure refinement, ensemble refinement, Bayesian inference, B-factors, structural ensembles | Samuel Hoff | WHOLEMOLECULES MOLINFO EMMIVOX UPPER_WALLS DISTANCE INCLUDE GROUP PRINT BIASVALUE WRAPAROUND | generic colvar core bias isdb |
23.039 | Thermodynamically inspired machine-learned reaction coordinates for hydrophobic ligand dissociation | chemistry | metadynamics, ligand dissociation | Eric Beyerle | COMBINE MOLINFO FIXEDATOM UPPER_WALLS METAD DUMPMASSCHARGE DISTANCE CENTER RESTRAINT PRINT | generic colvar vatom bias function |
23.036 | Is the local ion density sufficient to drive NaCl nucleation in vacuum and in water? | bio | NaCl, nucleation, metadynamics | Ruiyu Wang | COMBINE METAD MATHEVAL COORDINATIONNUMBER Q4 Q6 ENERGY PRINT VOLUME | generic symfunc colvar bias function |
23.022 | A unified framework for machine learning collective variables for enhanced sampling simulations: mlcolvar | methods | collective variables, machine learning, toy model | Enrico Trizio | PYTORCH_MODEL ENDPLUMED CUSTOM UPPER_WALLS LOWER_WALLS OPES_METAD PRINT BIASVALUE UNITS POSITION | generic colvar bias opes function setup pytorch |
22.044 | Colloid Crystallisation Analyses | materials | Q4, Q6, Pair Entropy, DFS | Aaron Finney | COMBINE DFSCLUSTERING CLUSTER_NATOMS PRINT COORDINATIONNUMBER Q4 LOCAL_Q4 LOCAL_Q6 CONTACT_MATRIX Q6 GROUP MFILTER_LESS MFILTER_MORE LOCAL_AVERAGE | generic symfunc clusters multicolvar core function adjmat |
22.038 | Enhanced Sampling Aided Design of Molecular Photoswitches | chemistry | reaction discovery, OPES explore, graph CV | Umberto Raucci | PYTORCH_MODEL CUSTOM OPES_METAD_EXPLORE PRINT UNITS COORDINATION | generic colvar opes function setup pytorch |
22.037 | Splitting of Energetic and Dynamics Base Pairing Cooperativity in DNA Duplexes by an Abasic Site | chemistry | metadynamics, DNA, abasic | Mike Jones | DISTANCE DISTANCES PRINT METAD | multicolvar colvar generic bias |
22.015 | Enhancing the Inhomogeneous Photodynamics of Canonical Bacteriophytochrome | bio | photodynamics, bacteriophytochrome, variationally enhanced sampling | Jakub Rydzewski | TD_UNIFORM VES_LINEAR_EXPANSION TORSION OPT_AVERAGED_SGD PRINT BF_FOURIER | colvar generic ves |
22.002 | GAMBES_SAMPL5_RATES | other | GAMBES, SAMPL5, Rates, Dynamics, Mechanism, Unbinding | Jayashrita Debnath | PYTORCH_MODEL LOAD WHOLEMOLECULES FIT_TO_TEMPLATE FIXEDATOM ANGLE ENDPLUMED COMMITTOR FLUSH UPPER_WALLS MATHEVAL ENERGY DISTANCE CENTER GROUP PRINT COORDINATION | generic colvar vatom bias core function setup pytorch |
21.048 | Enhancing ligand exploration within a channel pore and fenestrations using metadynamics | bio | well-tempered metadynamics, protein-ligand enhanced sampling, sodium channel, Nav, small molecule drug | Elaine Tao | CUSTOM UPPER_WALLS METAD LOWER_WALLS DISTANCE TORSION PRINT UNITS COM | generic colvar vatom bias function setup |
21.040 | A structural ensemble of a tau-microtubule complex reveals regulatory tau phosphorylation and acetylation mechanisms | bio | EMMI, CryoEM, tau-microtubules, post-translational modifications, chemical mutagenesis, structural ensemble, Metainference | Faidon Brotzakis | WHOLEMOLECULES MOLINFO EMMI UPPER_WALLS RESTART DISTANCE GROUP PRINT BIASVALUE COM | generic colvar core bias vatom setup isdb |
21.027 | EGFR activating mutations mechanism | bio | metadynamics, well-tempered ensemble, Parallel-tempering, EGFR, L858R, A763-Y764insFQEA, D770-N771insNPG, Delta-ELREA | Francesco Gervasio | WHOLEMOLECULES MOLINFO CONTACTMAP UPPER_WALLS MATHEVAL METAD LOWER_WALLS DISTANCE ALPHARMSD INCLUDE ENERGY PRINT | generic colvar bias secondarystructure function |
21.009 | Nucleation rates from small scale atomistic simulations and transition state theory | materials | kinetics, free energy barriers, nucleation, droplets, metadynamics | Kristof Bal | LOAD REWEIGHT_METAD HISTOGRAM DUMPGRID MOVINGRESTRAINT CONVERT_TO_FES COMMITTOR FLUSH UPPER_WALLS METAD COORDINATIONNUMBER PRINT UNITS | generic symfunc gridtools bias setup |
21.003 | aSYN SAXS metainference | bio | metainference, SAXS | Kresten Lindorff-Larsen | WHOLEMOLECULES MOLINFO METAINFERENCE FLUSH PBMETAD SAXS ALPHARMSD CENTER GYRATION GROUP PRINT BIASVALUE EEFSOLV | generic colvar vatom bias secondarystructure core isdb |
20.034 | Conformational Ensembles of Non-Coding Elements in the SARS-CoV-2 Genome from Molecular Dynamics Simulations | bio | RNA, SARS-CoV-2, partial tempering | Sandro Bottaro | MOLINFO DISTANCE RESTART TORSION CENTER ERMSD PRINT ABMD | generic colvar vatom bias setup |
20.029 | High Conformational Flexibility of the E2F1/DP1/DNA complex | bio | SAXS, protein-DNA complex, hySAXS, ensemble determination | Cristina Paissoni | WHOLEMOLECULES MOLINFO DISTANCE SAXS STATS INCLUDE CENTER RESTRAINT GROUP PRINT BIASVALUE ENSEMBLE | generic colvar vatom bias core function isdb |
20.025 | The role of water in host-guest interaction | bio | ligand binding, water, opes, SAMPL5 | Valerio Rizzi | PYTORCH_MODEL FIT_TO_TEMPLATE WHOLEMOLECULES FIXEDATOM OPES_METAD ANGLE ENDPLUMED UPPER_WALLS MATHEVAL ENERGY DISTANCE CENTER GROUP PRINT COORDINATION | generic colvar vatom bias core opes function pytorch |
20.017 | FISST | methods | FISST, force, peptide, sampling, tempering | Glen Hocky | FISST ENERGY MATHEVAL DISTANCE GYRATION RESTRAINT GROUP PRINT BIASVALUE UNITS | generic colvar fisst core bias function setup |
20.016 | Predicting polymorphism in molecular crystals using orientational entropy | materials | metadynamics, polymorphism, urea, naphthalene, g(r), pair correlation, entropy | Pablo Piaggi | LOAD METAD UPPER_WALLS INCLUDE CENTER GROUP PRINT VOLUME | generic colvar vatom bias core setup |
20.013 | Improving accuracy of biased Alchemistic simulations | methods | flying Gaussian method, Alchemistic simulations, thermodynamic integration, reweighting | Vojtech Spiwok | TORSION METAD PRINT | colvar generic bias |
19.078 | Iterative unbiasing of quasi-equilibrium sampling | methods | metadynamics, reweighting | Federico Giberti | METAD MATHEVAL COLLECT_FRAMES COORDINATIONNUMBER DISTANCE DUMPATOMS REWEIGHT_BIAS PRINT BIASVALUE UNITS | generic symfunc colvar landmarks bias function setup |
19.074 | Asymmetric base pair opening in nucleic acids | bio | double helix, DNA, RNA, unwindability | Giovanni Bussi | WHOLEMOLECULES ENDPLUMED LOWER_WALLS DISTANCE RESTRAINT COORDINATION | colvar generic bias |
19.064 | Amphiphilic Peptide Binding on Crystalline vs. Amorphous Silica from Molecular Dynamics Simulations | materials | metadynamics, peptide-surface binding | Jim Pfaendtner | MOLINFO METAD UPPER_WALLS DISTANCE GYRATION ENERGY PRINT COM | colvar generic bias vatom |
19.057 | SAXS ensembles using Martini-Beads multi-scale SAXS | methods | metainference, SAXS, martini, ensemble determination, metadynamics, protein dynamics | Cristina Paissoni | ALPHABETA COMBINE WHOLEMOLECULES MOLINFO PRINT ANGLE ENDPLUMED MATHEVAL PBMETAD STATS INCLUDE CENTER GROUP SAXS BIASVALUE COORDINATION ENSEMBLE | generic colvar multicolvar vatom bias core function isdb |
19.054 | MetaFEP | methods | metadynamics, chemistry, free energy perturbation | GiovanniMaria Piccini | COMBINE FLUSH UPPER_WALLS METAD LOWER_WALLS DISTANCE ENERGY PRINT UNITS | generic colvar bias function setup |
19.049 | Determining the sizes of solid/liquid clusters in MD trajectories of nucleation | methods | nucleation, metadynamics, clustering, Steinhardt order parameters | Gareth Tribello | DFSCLUSTERING CLUSTER_PROPERTIES CLUSTER_NATOMS ONES CLUSTER_DISTRIBUTION PRINT DISTANCES CUSTOM METAD MORE_THAN COORDINATIONNUMBER OUTER_PRODUCT CONTACT_MATRIX LOCAL_Q6 SMAC Q6 MATRIX_VECTOR_PRODUCT OUTPUT_CLUSTER | generic function symfunc clusters matrixtools bias multicolvar adjmat |
19.045 | Adsorption free energy of Ca/CO3 ions on calcite steps in contact with water | materials | metadynamics, well-tempered, multiple walkers, LAMMPS | Marco De La Pierre | FLUSH UPPER_WALLS METAD LOWER_WALLS RESTART GROUP PRINT UNITS COORDINATION POSITION | generic colvar core bias setup |
19.019 | FA-MetaD-JCP-Wang-et-al | bio | Frequency adaptive metadynamics; peptide | Kresten Lindorff-Larsen | COMBINE MOLINFO COMMITTOR FLUSH METAD ALPHABETA PRINT | function multicolvar generic bias |
19.011 | Automatic Gradient Computation for Collective Variables | other | gradient, differentiation, curvature | Toni Giorgino | ENDPLUMED | generic |
19.005 | Cmyc small molecule interaction | bio | metadynamics, metainference, disordered protein, small molecule interaction, c-myc, cancer, IDP | Gabriella Heller | WHOLEMOLECULES MOLINFO METAINFERENCE PBMETAD DISTANCE INCLUDE CENTER GYRATION CS2BACKBONE ALPHABETA PRINT GROUP COORDINATION | generic colvar vatom bias core multicolvar isdb |
25.010 | Kinetic rates calculation with Ratchet&Pawl MD | methods | kinetics, ligand binding, ABMD, ratchet&pawl MD | Riccardo Capelli | DISTANCE GROUP PRINT WHOLEMOLECULES ABMD COMMITTOR FLUSH COM | bias core vatom colvar generic |
24.025 | Correlating Enzymatic Reactivity for Different Substrates using Transferable Data-Driven Collective Variables | bio | enzymatic reactivity, k_cat, transfer learning, data-driven CVs, catalysis, ligand-binding modes, water, alpha-amylase, sugar, classical MD, OPES, machine learning, Deep TDA CV, path CV | Sudip Das | DISTANCE PYTORCH_MODEL FIXEDATOM LOWER_WALLS GROUP TORSION PATH UPPER_WALLS PRINT WHOLEMOLECULES RESTART COORDINATION CENTER FIT_TO_TEMPLATE CUSTOM OPES_METAD | bias function core mapping pytorch vatom setup colvar generic opes |
24.024 | Host-Guest binding free energies à la carte, an automated OneOPES protocol | bio | OneOPES, ligand binding, binding free energy,SAMPL challenge, host-guest | Valerio Rizzi | DISTANCE FIXEDATOM ENERGY LOWER_WALLS OPES_METAD_EXPLORE GROUP MATHEVAL TORSION ENDPLUMED UPPER_WALLS PRINT WHOLEMOLECULES COORDINATION CENTER ANGLE FIT_TO_TEMPLATE ECV_MULTITHERMAL OPES_EXPANDED | bias function core vatom colvar generic opes |
24.009 | Weighted Shape Gaussian Mixture Models | bio | metadynamics, clustering | Glen Hocky | GROUP TORSION PRINT METAD UNITS | bias core setup colvar generic |
23.027 | CmuMD simulations of NaCl(aq) at NaCl | chemistry | CmuMD, DFS, Q3, Pair Entropy | Aaron Finney | CLUSTER_DISTRIBUTION LOAD LOCAL_Q3 FIXEDATOM COORDINATIONNUMBER GROUP DENSITY CLUSTER_NATOMS DUMPGRID DFSCLUSTERING AROUND PRINT RESTRAINT CONTACT_MATRIX UNITS Q3 LOCAL_AVERAGE HISTOGRAM | bias adjmat core volumes clusters symfunc gridtools setup vatom generic |
23.024 | Permutationally Invariant Networks for Enhanced Sampling (PINES) | methods | collective variables, enhanced sampling, data-driven, deep learning, permutational invariance, solvent | Nicholas Herringer | LOAD PBMETAD PRINT | bias setup generic |
22.030 | Mixing physics across temperatures with generative artificial intelligence | methods | REMD, Generative AI, DDPM | Yihang Wang | PRINT WHOLEMOLECULES TORSION | generic colvar |
22.027 | Molecular Dynamics simulations of BANAL-236 RBD-hACE2 complexes | bio | SARS-CoV-2, COVID-19, MD, human-ACE2, spike, BANAL-236, receptor-binding domain | Max Bonomi | PRINT RMSD | generic colvar |
22.017 | Water regulates the residence time of Benzamidine in Trypsin | bio | ligand binding, water, opes, benzamidine trypsin, unbinding rates, machine learning, Deep-LDA, Deep-TICA | Narjes Ansari | DISTANCE PYTORCH_MODEL FIXEDATOM COMMITTOR LOWER_WALLS GROUP MATHEVAL UPPER_WALLS PRINT WHOLEMOLECULES COORDINATION CENTER FIT_TO_TEMPLATE RMSD CUSTOM OPES_METAD | bias function core pytorch vatom colvar generic opes |
22.016 | Homogeneous ice nucleation in an ab initio machine learning model of water | chemistry | ice, water, nucleation, seeding, environment similarity, interfacial free energy, interfaces | Pablo Piaggi | VOLUME ENERGY DUMPGRID AROUND UPPER_WALLS PRINT RESTART CUSTOM ENVIRONMENTSIMILARITY HISTOGRAM OPES_METAD | bias function volumes gridtools setup colvar envsim generic opes |
22.011 | Accelerating all-atom simulations and gaining mechanistic understanding of biophysical systems through State Predictive Information Bottleneck | methods | metadynamics, membrane permeation, protein folding | Shams Mehdi | DISTANCE YANGLES ALPHABETA LOWER_WALLS ZANGLES COMBINE MATHEVAL TORSION UPPER_WALLS PRINT WHOLEMOLECULES METAD CUSTOM XANGLES MOLINFO COM | bias function multicolvar vatom colvar generic |
22.003 | Exploration vs Convergence Speed in Adaptive-bias Enhanced Sampling | methods | opes, metadynamics, reweighting, alanine, muller | Michele Invernizzi | BIASVALUE PBMETAD ENERGY LOWER_WALLS OPES_METAD_EXPLORE ECV_UMBRELLAS_FILE POSITION TORSION ENDPLUMED UPPER_WALLS PRINT METAD CUSTOM UNITS ECV_MULTITHERMAL OPES_EXPANDED OPES_METAD | bias function setup colvar generic opes |
21.049 | Multiple-path-metadynamics and PathMaps | methods | path-CV, metadynamics, multiple-walker, multiple paths, pathmap | Alberto Pérez-de-Alba-Ortíz | LOAD MOVINGRESTRAINT CONSTANT LOWER_WALLS COMBINE ENSEMBLE TORSION UPPER_WALLS PRINT RESTRAINT METAD CUSTOM UNITS | bias function setup colvar generic |
21.033 | Multiple-path-metadynamics applied to DNA base-pairing transitions | bio | path-CV, metadynamics, multiple-walker, dna | Alberto Pérez-de-Alba-Ortíz | MOVINGRESTRAINT CONSTANT COMBINE UPPER_WALLS PRINT RESTRAINT METAD INCLUDE | bias generic function |
21.001 | Substrate recognition and catalysis by glycosaminoglycan sulfotransferases | bio | metadynamics, well-tempered metadynamics, puckering, coordination | Tarsis Ferreira | DISTANCE RANDOM_EXCHANGES ENERGY PUCKERING LOWER_WALLS GROUP REWEIGHT_METAD DUMPGRID UPPER_WALLS PRINT WHOLEMOLECULES COORDINATION METAD HISTOGRAM INCLUDE MOLINFO | bias core gridtools colvar generic |
20.028 | Well-tempered metadynamics on wt/onc KRas-4B, binding on the anionic membrane | bio | metadynamics, KRas-4B, anionic membrane | Huixia Lu | DISTANCE PRINT RESTART CENTER METAD FIT_TO_TEMPLATE | bias setup vatom colvar generic |
20.015 | Rational design of ASCT2 inhibitors using an integrated experimental-computational approach | bio | ASCT2 transporter, small-molecules, cryo-EM, metainference | Max Bonomi | LOAD BIASVALUE GROUP PRINT WHOLEMOLECULES MOLINFO DUMPATOMS EMMIVOX | bias core isdb setup generic |
20.008 | Simulating solvation and acidity in complex mixtures with first-principles accuracy. The case of CH3SO3H and H2O2 in phenol | chemistry | proton trasfer, metadynamics | Kevin Rossi | DISTANCES PRINT COORDINATION METAD CUSTOM UNITS | bias function multicolvar setup colvar generic |
19.071 | Time-independent free energies from metadynamics via Mean Force Integration | methods | metadynamics, mean force integration, MFI, thermodynamic integration | Matteo Salvalaglio | DISTANCE BIASVALUE MATHEVAL TORSION DUMPGRID REWEIGHT_METAD PRINT READ METAD CONVERT_TO_FES COMMITTOR REWEIGHT_BIAS HISTOGRAM EXTERNAL | bias function gridtools colvar generic |
19.053 | Capillary fluctuations with PLUMED | methods | nucleation, surface tension, capillary fluctuations | Gareth Tribello | FOURIER_TRANSFORM GROUP MULTICOLVARDENS DUMPGRID FCCUBIC CENTER MORE_THAN UNITS FIND_CONTOUR_SURFACE | contour fourier function core symfunc gridtools vatom setup |
19.043 | Multi Class - Harmonic Linear Discriminant Analysis (MC-HLDA) | methods | metadynamics, chemistry, HLDA | GiovanniMaria Piccini | DISTANCE DISTANCES COMBINE UPPER_WALLS PRINT RESTART METAD FLUSH UNITS | bias function multicolvar setup colvar generic |
19.035 | Dimerization of GPCRs from coarse-grained umbrella sampling | bio | Umbrella sampling, coarse-grained, GPCR, protein-protein binding free energy, dimerization | Davide Provasi | DISTANCE GROUP TORSION RESTRAINT PRINT COM | bias core vatom colvar generic |
19.024 | PT-MetaD-WTE | methods | metadynamics, WTE, trp cage, PT | Jim Pfaendtner | ENERGY GROUP COORDINATION METAD EXTERNAL | core bias colvar |
19.014 | MIL101(Cr) SBUs assembly | materials | MOFs, nucleation, self-assembly, metadynamics | Matteo Salvalaglio | DISTANCES COORDINATIONNUMBER ENDPLUMED PRINT RESTART METAD GYRATION | bias multicolvar symfunc setup colvar generic |
19.009 | RNA tetraloops folding | bio | metadynamics, RNA, folding | Giovanni Bussi | ERMSD ENDPLUMED PRINT WHOLEMOLECULES METAD RMSD MOLINFO | generic bias colvar |
19.006 | Flying Gaussian proof | methods | flying Gaussians, alanine dipeptide | Vojtech Spiwok | PRINT TORSION METAD | generic bias colvar |
19.000 | VesDeltaF | methods | VES, convergence, suboptimal CVs | Michele Invernizzi | LOAD ENERGY VES_DELTA_F POSITION TORSION ENDPLUMED PRINT RESTART METAD UNITS | bias ves setup colvar generic |