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Improving the Efficiency of Variationally Enhanced Sampling with Wavelet-Based Bias Potentials

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Best Practices for Quantification of Uncertainty and Sampling Quality in Molecular Simulations
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Umbrella sampling
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Fast Parallel Algorithms for Short-Range Molecular Dynamics
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PLUMED 2: New feathers for an old bird
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Wavelets as basis functions to represent the coarse-graining potential in multiscale coarse graining approach
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Path-sampling strategies for simulating rare events in biomolecular systems
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Machine learning approaches for analyzing and enhancing molecular dynamics simulations
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Effective sample size for importance sampling based on discrepancy measures
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Global Free-Energy Landscapes as a Smoothly Joined Collection of Local Maps
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Reweighted Jarzynski Sampling: Acceleration of Rare Events and Free Energy Calculation with a Bias Potential Learned from Nonequilibrium Work
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Improving the Efficiency of Variationally Enhanced Sampling with Wavelet-Based Bias Potentials
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Well-Tempered Variational Approach to Enhanced Sampling
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Exploring Valleys without Climbing Every Peak: More Efficient and Forgiving Metabasin Metadynamics via Robust On-the-Fly Bias Domain Restriction
inferredcites →https://doi.org/10.1021/acs.jctc.6b00125openalex-snapshot
Bespoke Bias for Obtaining Free Energy Differences within Variationally Enhanced Sampling
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Efficient Construction of Free Energy Profiles of Breathing Metal–Organic Frameworks Using Advanced Molecular Dynamics Simulations
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Protocol for Identifying Accurate Collective Variables in Enhanced Molecular Dynamics Simulations for the Description of Structural Transformations in Flexible Metal–Organic Frameworks
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Making the Best of a Bad Situation: A Multiscale Approach to Free Energy Calculation
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Science and research policy at the end of Moore’s law
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Reweighted autoencoded variational Bayes for enhanced sampling (RAVE)
inferredcites →https://doi.org/10.1063/5.0004792openalex-snapshot
Flexibilities of wavelets as a computational basis set for large-scale electronic structure calculations
inferredcites →https://doi.org/10.1063/5.0014475openalex-snapshot
Scalable molecular dynamics on CPU and GPU architectures with NAMD
inferredcites →https://doi.org/10.1063/5.0018516openalex-snapshot
Heterogeneous parallelization and acceleration of molecular dynamics simulations in GROMACS
inferredcites →https://doi.org/10.1073/pnas.1618455114openalex-snapshot
Coarse graining from variationally enhanced sampling applied to the Ginzburg–Landau model
inferredcites →https://doi.org/10.1073/pnas.1907975116openalex-snapshot
Neural networks-based variationally enhanced sampling
inferredcites →https://doi.org/10.1073/pnas.202427399openalex-snapshot
Escaping free-energy minima
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inferredcites →https://doi.org/10.1080/00268976.2020.1737742openalex-snapshot
Machine learning for collective variable discovery and enhanced sampling in biomolecular simulation
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A Liouville-operator derived measure-preserving integrator for molecular dynamics simulations in the isothermal–isobaric ensemble
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Metadynamics convergence law in a multidimensional system
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Global Optimization by Energy Landscape Paving
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Unified Approach to Enhanced Sampling
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Metadynamics studies of crystal nucleation
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Intertwining Multiresolution Analyses and the Construction of Piecewise-Polynomial Wavelets
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Orthogonal Polynomials and the Construction of Piecewise Polynomial Smooth Wavelets
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Biomolecular Simulation: A Computational Microscope for Molecular Biology
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Weighted Ensemble Simulation: Review of Methodology, Applications, and Software
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Machine Learning for Molecular Simulation
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Computer Simulation Using Particles
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Protein Folding and Ligand-Enzyme Binding from Bias-Exchange Metadynamics Simulations
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Best Practices for Quantification of Uncertainty and Sampling Quality in Molecular Simulations [Article v1.0]
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Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← backgroundhttps://doi.org/10.5281/zenodo.7220214zenodo-depositor-declared
inferred← citeshttps://doi.org/10.1002/jcc.27182openalex-snapshot
An interoperable implementation of collective‐variable based enhanced sampling methods in extended phase space within the OpenMM package
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A Mode Evolution Metric to Extract Reaction Coordinates for Biomolecular Conformational Transitions
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PLUMED Tutorials: A collaborative, community-driven learning ecosystem
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Enhanced Sampling Methods for Molecular Dynamics Simulations [Article v1.0]
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