ArticleLiving journal of computational molecular science2023
A Suite of Tutorials for the WESTPA 2.0 Rare-Events Sampling Software [Article v2.0].
Article in Living journal of computational molecular science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Article
- The Open Molecular Software Foundation (OMSF) and the Growing Role of Open Source Software in Molecular Modeling.Journal of chemical information and modeling · 2026Review
- Weighted Ensemble Simulations Reveal Novel Conformations and Modulator Effects in Hepatitis B Virus Capsid Assembly.Journal of chemical theory and computation · 2025Article
- Membrane Permeability Drives the Extreme Potency of Fentanyl but not Isotonitazene.bioRxiv : the preprint server for biology · 2025Article
- Robustness in biomolecular simulations: Addressing challenges in data generation, analysis, and curation.Cell reports. Physical science · 2025Article
- Regulatory Interactions between APOBEC3B N- and C-Terminal Domains.Journal of chemical information and modeling · 2025Article
- Regulatory interactions between APOBEC3B N- and C-terminal domains.bioRxiv : the preprint server for biology · 2024Article
- Gating residues govern ligand unbinding kinetics from the buried cavity in HIF-2α PAS-B.Protein science : a publication of the Protein Society · 2024Article
- System size effects on the free energy landscapes from molecular dynamics of phase-separating bilayers.The Journal of chemical physics · 2024Article
- Simulation-driven design of stabilized SARS-CoV-2 spike S2 immunogens.Nature communications · 2024Article
- Revisiting Textbook Azide-Clock Reactions: A "Propeller-Crawling" Mechanism Explains Differences in Rates.Journal of the American Chemical Society · 2024Article
- High-throughput prediction of protein conformational distributions with subsampled AlphaFold2.Nature communications · 2024Article
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22 authors.
Funding
Abstract
The weighted ensemble (WE) strategy has been demonstrated to be highly efficient in generating pathways and rate constants for rare events such as protein folding and protein binding using atomistic molecular dynamics simulations. Here we present two sets of tutorials instructing users in the best practices for preparing, carrying out, and analyzing WE simulations for various applications using the WESTPA software. The first set of more basic tutorials describes a range of simulation types, from a molecular association process in explicit solvent to more complex processes such as host-guest association, peptide conformational sampling, and protein folding. The second set ecompasses six advanced tutorials instructing users in the best practices of using key new features and plugins/extensions of the WESTPA 2.0 software package, which consists of major upgrades for larger systems and/or slower processes. The advanced tutorials demonstrate the use of the following key features: (i) a generalized resampler module for the creation of "binless" schemes, (ii) a minimal adaptive binning scheme for more efficient surmounting of free energy barriers, (iii) streamlined handling of large simulation datasets using an HDF5 framework, (iv) two different schemes for more efficient rate-constant estimation, (v) a Python API for simplified analysis of WE simulations, and (vi) plugins/extensions for Markovian Weighted Ensemble Milestoning and WE rule-based modeling for systems biology models. Applications of the advanced tutorials include atomistic and non-spatial models, and consist of complex processes such as protein folding and the membrane permeability of a drug-like molecule. Users are expected to already have significant experience with running conventional molecular dynamics or systems biology simulations.
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