Research Articles
Achieving Statistical Convergence in Biomolecular Conformational Ensembles: A Guide for Computational and Structural Researchers
Generating statistically converged conformational ensembles is a critical challenge in computational structural biology, particularly for dynamic systems like intrinsically disordered proteins (IDPs) and multi-domain proteins.
Probabilistic MD Chain Growth (PMD-CG): A Revolutionary Framework for Sampling Conformational Ensembles in Disordered Proteins
Characterizing the conformational ensembles of intrinsically disordered proteins (IDPs) is a paramount challenge in structural biology, with direct implications for understanding cellular function and drug discovery.
REST Enhanced Sampling: A Guide to Accelerated Biomolecular Simulations for Drug Discovery
This article provides a comprehensive overview of Replica Exchange with Solute Tempering (REST), an enhanced sampling method that overcomes sampling limitations in molecular simulations of biomolecules.
Comparative Perturbed-Ensembles Analysis: Decoding Functional Protein Dynamics for Drug Discovery
This article explores Comparative Perturbed-Ensembles Analysis, a powerful computational approach that compares conformational ensembles from molecular dynamics simulations under different perturbations to reveal functional protein dynamics.
Surrogate Model-Assisted Molecular Dynamics (SMA-MD): A Revolutionary Approach for Accelerated Biomolecular Sampling and Drug Discovery
Surrogate Model-Assisted Molecular Dynamics (SMA-MD) represents a paradigm shift in computational biochemistry, integrating deep generative models with traditional molecular simulations to overcome the critical challenge of sampling molecular equilibrium ensembles.
Beyond Harmonic Oscillators: Calculating Configurational Entropy in Molecular Dynamics for Drug Discovery
This article provides a comprehensive guide for researchers and drug development professionals on calculating entropic contributions in molecular dynamics (MD) simulations.
Alchemical Transformation Methods: A Comprehensive Guide to Free Energy Calculations in Drug Discovery
This article provides a comprehensive overview of alchemical free energy (AFE) calculations, a powerful set of computational techniques for predicting binding affinities and solvation free energies critical to drug discovery...
NVT Ensemble in Vacuum Simulations: A Practical Guide for Biomedical Research and Drug Development
This article provides a comprehensive guide to the application of the NVT (Canonical) ensemble in vacuum simulations for biomedical and drug discovery research.
Mastering NPT Ensemble for Biomolecular Simulations: A Comprehensive Guide from Theory to Clinical Applications
This article provides a comprehensive guide to the NPT (isothermal-isobaric) ensemble for biomolecular simulations in solution, a fundamental technique for studying biological systems under experimentally relevant conditions.
How to Choose a Statistical Ensemble for MD Simulation: A Guide for Biomedical Researchers
Selecting the appropriate statistical ensemble is a critical, non-trivial step in setting up molecular dynamics (MD) simulations, directly impacting the physical relevance and quantitative accuracy of the results for biomedical...