A practical map of how enhanced-sampling and rare-event methods reveal molecular pathways, free-energy landscapes, and kinetics—and what each method can legitimately tell us.
Oct 21, 2025
Limitations of static single-structure docking for flexible targets, and an integrated workflow combining molecular dynamics, clustering, and machine learning.
Jun 14, 2025
Your docking pose is only as trustworthy as your starting coordinates. Here is a systematic guide to navigating the PDB, avoiding common pitfalls, and future-proofing your workflow for the coming mmCIF era.
Oct 23, 2024
A comprehensive walkthrough of cheminformatics, machine learning, molecular docking, ADMET prediction, and molecular dynamics simulations as the modern toolbox for computer-aided drug discovery.
Sep 28, 2024
Practical choices that change MD results before the simulation starts: solvent box shape, protein termini, and how to pick a representative conformation.
May 21, 2024
A guide for researchers on avoiding common methodological errors in molecular dynamics, from structure preparation to force field selection and experimental validation.
Mar 30, 2024
Learn how T-REMD enhances conformational sampling in protein–ligand simulations, with setup tips and a GROMACS example workflow.
Dec 17, 2023
Step-by-step workflow for performing PCA and Free Energy Landscape (FEL) analysis from MD simulations with GROMACS.
Nov 22, 2023
A clear workflow for setting up, running, and analyzing a protein–ligand complex simulation using CHARMM36 and TIP3P in GROMACS.
Sep 5, 2023
Overview of key molecular simulation methods (QM, MD, CGMD, MC, BD, LD, DPD) and their strategic applications in drug discovery pipelines.
Aug 10, 2023