Runs and analyzes molecular dynamics simulations using OpenMM and MDAnalysis for biophysics and drug discovery.
The Molecular Dynamics skill provides a comprehensive framework for modeling the time evolution of molecular systems. It integrates OpenMM for high-performance, GPU-accelerated simulations and MDAnalysis for sophisticated trajectory processing. This skill simplifies complex biophysical workflows, including system solvation, energy minimization, NVT/NPT equilibration, and production MD, while offering built-in tools for quantifying structural fluctuations via RMSD and RMSF analysis. It is ideal for researchers investigating protein stability, ligand binding modes, and conformational sampling.
主要功能
01Flexible force field selection for proteins, membranes, and small molecules
02Standardized MD workflows for energy minimization and multi-stage equilibration
0317,327 GitHub stars
04Automated system preparation, solvation, and ionization using OpenMM Modeller
05GPU-accelerated simulation support via CUDA and OpenCL platforms
06Quantitative trajectory analysis including RMSD, RMSF, and contact mapping
使用场景
01Analyzing the impact of genetic mutations on protein flexibility and stability
02Modeling conformational changes and folding pathways in large biomolecules
03Characterizing drug-ligand binding modes and residence times for drug discovery
