Log in to save to my catalogue

A Suite of Advanced Tutorials for the WESTPA 2.0 Rare-Events Sampling Software

A Suite of Advanced Tutorials for the WESTPA 2.0 Rare-Events Sampling Software

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2722607887

A Suite of Advanced Tutorials for the WESTPA 2.0 Rare-Events Sampling Software

About this item

Full title

A Suite of Advanced Tutorials for the WESTPA 2.0 Rare-Events Sampling Software

Publisher

Cold Spring Harbor: Cold Spring Harbor Laboratory Press

Journal title

bioRxiv, 2022-10

Language

English

Formats

Publication information

Publisher

Cold Spring Harbor: Cold Spring Harbor Laboratory Press

More information

Scope and Contents

Contents

We present 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 enabling applications of the weighted ensemble (WE) path sampling strategy to even larger systems and/or slower processes. The 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 at the system biology level. Applications of the tutorials range from atomistic to residue-level to non-spatial models, and include 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 simulations and completed the previous suite of WESTPA tutorials. Competing Interest Statement The authors declare the following competing financial interest(s): L.T.C. is a current member of the Scientific Advisory Board of OpenEye Scientific and an Open Science Fellow with Roivant Sciences. S Zhang, JP Thompson, and DN LeBard are employees of OpenEye Scientific. Footnotes * https://github.com/westpa/westpa2_tutorials...

Alternative Titles

Full title

A Suite of Advanced Tutorials for the WESTPA 2.0 Rare-Events Sampling Software

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2722607887

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2722607887

Other Identifiers

E-ISSN

2692-8205

DOI

10.1101/2022.10.04.510803