Browse the 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
20.016 Predicting polymorphism in molecular crystals using orientational entropy materials metadynamics, polymorphism, urea, naphthalene, g(r), pair correlation, entropy Piaggi P.
20.015 Structural basis for stereospecific inhibition of ASCT2 from rational design bio ASCT2 transporter, small-molecules, cryo-EM, metainference Bonomi M.
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 Heller G.
20.013 Improving accuracy of biased Alchemistic simulations methods flying Gaussian method, Alchemistic simulations, thermodynamic integration, reweighting Spiwok V.
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 Gervasio F.
20.011 Uremic toxin analysis bio metadynamics, uremic toxin, serum albumin Pfaendtner J.
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 Piaggi P.
20.009 Molecular recognition and dynamics of linear poly-ubiquitins integrating coarse-grain simulations and experiments bio saxs, martini, metainference, metadynamics, ubiquitin, protein dynamics Camilloni C.
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 Rossi K.
20.007 Discovering loop conformational flexibility in T4lysozyme mutants through artificial intelligence aided molecular dynamics bio metadynamics, loop movement, artificial intelligence Tiwary P.
20.006 Class B GPCR activation mechanism bio metadynamics, well-tempered ensemble, multiple walkers, Parallel-tempering metadynamics, GPCRs, ligand binding Gervasio F.
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 Capelli R.
20.004 Data-driven collective variables for enhanced sampling methods collective variables, machine learning, deep-lda Bonati L.
20.003 Enhanced sampling of transition states methods Variationally Enhanced Sampling, Target distribution, Transition state, Enhanced Sampling, Nucleation, chemical reaction Debnath J.
20.002 Exploring conformational dynamics of the extracellular Venus flytrap domain of the GABAB receptor, a path-metadynamics study bio Metadynamics, path CVs Ocello R.
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 Camilloni C.
20.000 Muscarinic M2 receptor-ligand funnel metadynamics bio multiple walker metadynamics, well-tempered metadynamics, funnel metadynamics, MC-HLDA, GPCR, receptor, Adiabatic Bias MD Capelli R.
19.083 Blind Search for Complex Chemical Pathways Using Harmonic Linear Discriminant Analysis chemistry metadynamics, chemical reactions, reaction discovery Rizzi V.
19.082 Ammonia Borane Dehydrogenation chemistry metadynamics, reaction discovery, hydrogen production, chemistry Rizzi V.
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 Piaggi P.
19.080 Ensemble-Based Molecular Simulation of Chemical Reactions under Vibrational Nonequilibrium methods ves, variationally enhanced sampling, vibrational excitation, chemical reactions Bal K.
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 Alamdari S.
19.078 Iterative unbiasing of quasi-equilibrium sampling methods metadynamics, reweighting Giberti F.
19.077 Molecular Recognition and Specificity of Biomolecules to Titanium Dioxide from MD Simulations materials metadynamics, peptide-surface binding Pfaendtner J.
19.076 Efficient conversion of chemical energy into mechanical work by Hsp70 chaperones bio molecular chaperones, Hsp70, protein folding, non equilibrium thermodynamics Assenza S.
19.075 PYCV - a PLUMED 2 Module Enabling the Rapid Prototyping of Collective Variables in Python other Python, automatic differentiation Giorgino T.
19.074 Asymmetric base pair opening in nucleic acids bio double helix, DNA, RNA, unwindability Bussi G.
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 Salvalaglio M.
19.072 SINE hairpin MD+NMR bio metadynamics, RNA, NMR Bussi G.
19.071 Time-independent free energies from metadynamics via Mean Force Integration methods metadynamics, mean force integration, MFI, thermodynamic integration Salvalaglio M.
19.070 Unexpected Dynamics in the UUCG RNA Tetraloop bio well-tempered metadynamics, RNA, UUCG, maximum entropy Bottaro S.
19.069 Solvent Dynamics and Thermodynamics at the Crystal-Solution Interface of Ibuprofen materials ibuprofen, crystal, solvent, surface Salvalaglio M.
19.068 Rethinking Metadynamics methods metadynamics, opes, convergence Invernizzi M.
19.067 Kinetics of Huperzine A Dissociation from Acetylcholinesterase via Multiple Unbinding Pathways bio metadynamics, ligand unbinding Rydzewski J.
19.066 Finding ligand unbinding reaction pathways methods maze, ligand unbinding Rydzewski J.
19.065 Molecular Enhanced Sampling with Autoencoders methods enhanced sampling, collective variables, deep learning Chen W.
19.064 Amphiphilic Peptide Binding on Crystalline vs. Amorphous Silica from Molecular Dynamics Simulations materials metadynamics, peptide-surface binding Pfaendtner J.
19.063 Protein-ligand binding through metadynamics with path CVs bio metadynamics, path CVs, ligand binding Bernetti M.
19.062 Elucidating molecular design principles for charge-alternating peptides bio peptide folding, metadynamics, well-tempered ensemble, parallel tempering Pfaendtner J.
19.061 Diffusion in porous materials materials metadynamics, porous materials, diffusion Jelfs K.
19.060 Neural networks-based variationally enhanced sampling methods ves, neural networks Bonati L.
19.059 cis-trans isomerization of the Ac-Ala-Ala-Pro-Ala-Lys-NH2 peptide bio bias-exchange metadynamics, cis-trans isomerization Marinelli F.
19.058 Constrained MD for maintaining a cavity in a calculation chemistry constrained MD, porous molecules, porosity, cavity Jelfs K.
19.057 SAXS ensembles using Martini-Beads multi-scale SAXS methods metainference, SAXS, martini, ensemble determination, metadynamics, protein dynamics Paissoni C.
19.056 maze methods maze, ligand unbinding Rydzewski J.
19.055 Flying Gaussian method methods flying Gaussians, alanine dipeptide, peptide bond, Met-enkephalin Spiwok V.
19.054 MetaFEP methods metadynamics, chemistry, free energy perturbation Piccini G.
19.053 Capillary fluctuations with PLUMED methods nucleation, surface tension, capillary fluctuations Tribello G.
19.052 Gibbs free energy of homogeneous nucleation materials nucleation, surface excess free energy Tribello G.
19.051 Solid liquid interfacial free energy out of equilibrium materials metadynamics, nucleation, surface excess free energy Tribello G.
19.050 Using intrinsic surface to calculate the free energy change when nanoparticles adsorb on membranes chemistry metadynamics, membranes, Willard Chandler surface Tribello G.
19.049 Determining the sizes of solid/liquid clusters in MD trajectories of nucleation methods nucleation, metadynamics, clustering, Steinhardt order parameters Tribello G.
19.048 Understanding Ligand Binding Selectivity in a Prototypical GPCR Family bio metadynamics, Parallel-tempering metadynamics, GPCRs, ligand binding Gervasio F.
19.047 Close Structure methods metadynamics, RMSD, path collective variables, property map Spiwok V.
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 Brotzakis F.
19.045 Adsorption free energy of Ca/CO3 ions on calcite steps in contact with water materials metadynamics, well-tempered, multiple walkers, LAMMPS Pierre M.
19.044 Multithermal-multibaric simulations using VES methods ves, Wang Landau, multicanonical, water, density anomaly Piaggi P.
19.043 Multi Class - Harmonic Linear Discriminant Analysis (MC-HLDA) methods metadynamics, chemistry, HLDA Piccini G.
19.042 Harmonic Linear Discriminant Analysis (HLDA) methods metadynamics, chemistry, HLDA Piccini G.
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 Pfaendtner J.
19.040 Optimal Metric for Path Collective Variables bio metadynamics, path collective variables, sgoop, alanine tripeptide, conformational changes, optimal path Gervasio F.
19.039 Funnel Metadynamics bio funnel-metadynamics, absolute binding free energy, ligand-receptor complexes Limongelli V.
19.038 native state dynamics of human and mouse b2m bio metainference, NMR, chemical shifts, metadynamics, protein dynamics, aggregation Camilloni C.
19.037 Scission free energy of organic dyes chemistry metadynamics, multiple walkers, matheval/lepton Raiteri P.
19.036 Thermodynamics and kinetics of G protein-coupled receptor activation bio metadynamics, allostery, receptor conformation, GPCR, pharmacology Provasi D.
19.035 Dimerization of GPCRs from coarse-grained umbrella sampling bio Umbrella sampling, coarse-grained, GPCR, protein-protein binding free energy, dimerization Provasi D.
19.032 Chemical reaction in solution using path collective variables based on coordination patterns chemistry chemical reactions, solutions, metadynamics, coordination patterns Pietrucci F.
19.031 Ice nucleation using PIV-based path coordinates materials phase transitions, nucleation, TIP4P, path CV, PIV, metadynamics Pipolo S.
19.030 Coarse-Grained MetaDynamics (CG-MetaD) bio Coarse-grained, metadynamics, protein-protein interaction, protein-protein binding free energy Limongelli V.
19.029 WTE-metaD of FF domain of URNF1 C57D variant bio metadynamics, mutations, post-translational modification, ff domain Papaleo E.
19.028 pRAVE methods RAVE, reaction coordinate, deep learning, metadynamics, kinetics Tiwary P.
19.027 Multithermal-multibaric simulations using VES methods ves, Wang Landau, multicanonical, liquid sodium, density anomaly Piaggi P.
19.026 Ice Nucleation on Cholesterol Crystals materials forward flux sampling, crystal nucleation, water, ice, organic crystals Sosso G.
19.025 Metadynamic metainference Convergence towards force field independent structural ensembles of a disordered peptide bio metainference, NMR, protein dynamics, force-fields Camilloni C.
19.024 PT-MetaD-WTE methods metadynamics, WTE, trp cage, PT Pfaendtner J.
19.023 RECT methods metadynamics, replica exchange Bussi G.
19.022 eABF simulation of NANMA (alanine dipeptide) methods eABF, DRR, alanine dipeptide Chen H.
19.021 Coarse-Grained Directed Simulation methods experiment directed simulation, coarse-grain, bias Hocky G.
19.020 PTMetaD-WTE simulation of the Ntail IDP bio metadynamics, IDPs, protein folding Bernetti M.
19.019 FA-MetaD-JCP-Wang-et-al bio Frequency adaptive metadynamics; peptide Lindorff-Larsen K.
19.018 Excited state FEP/Metadynamics simulations chemistry metadynamics, FEP, excited states, conjugated polymers, torsional potential Pietropaolo A.
19.017 Ligand binding pathways exploration bio metadynamics, ligand binding Capelli R.
19.016 Succinnic acid gamma polymorph materials Succinnic acid, conformers, polymorphs, metadynamics Salvalaglio M.
19.015 Ibuprofen conformational dynamics and thermodynamics surface materials Ibuprofen, crystal, surface, solvents, conformers, metadynamics Salvalaglio M.
19.014 MIL101(Cr) SBUs assembly materials MOFs, nucleation, self-assembly, metadynamics Salvalaglio M.
19.013 RNA FF FITTING methods force field, RNA Bussi G.
19.012 Martini-Beads multi-scale SAXS methods metainference, SAXS, martini, structure refinement, nucleic-acids, protein complex Camilloni C.
19.011 Automatic Gradient Computation for Collective Variables other gradient, differentiation, curvature Giorgino T.
19.010 Multi-domain protein dynamics bio metainference, NMR, protein dynamics Camilloni C.
19.009 RNA tetraloops folding bio metadynamics, RNA, folding Bussi G.
19.008 anncolvar methods neural network, dimensionality reduction Spiwok V.
19.007 EMMI Microtubules bio metainference, cryo-EM Bonomi M.
19.006 Flying Gaussian proof methods flying Gaussians, alanine dipeptide Spiwok V.
19.005 Cmyc small molecule interaction bio metadynamics, metainference, disordered protein, small molecule interaction, c-myc, cancer, IDP Heller G.
19.004 MI Ubiquitin bio metainference, NMR Bonomi M.
19.003 EMMI ClpP bio metainference, cryo-EM Bonomi M.
19.002 EMMI STRA6 bio metainference, cryo-EM Bonomi M.
19.001 RNA SHAPE bio metadynamics, RNA, ligand binding Bussi G.
19.000 VesDeltaF methods VES, convergence, suboptimal CVs Invernizzi M.