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Research articles, tutorials, and practical guidance tagged Reproducibility.
Find a method, workflow, scientific concept, or software decision.
Estimate Vina runtime from a representative local benchmark, then plan CPU allocation, exhaustiveness, concurrency, and batch throughput without relying on a universal minutes-per-ligand claim.
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Evidence-led articles on scientific methods, reproducible workflows, and software decisions.
Decide whether molecular dynamics should follow a Vina screen by the unresolved scientific question, decision value, model readiness, replicate plan, and evidence—not as a ritual confirmation step.
Audit a docking pose in five layers: molecular identity, pocket placement, physical plausibility, interaction recovery, and target-specific validation—without treating one Vina score as proof.
Use one reference control and one representative case to evaluate a molecular docking GUI, score workflow evidence, and make a defensible buy, defer, or reject decision.
Use mk_prepare_receptor to create AutoDock Vina receptor PDBQT and box files while documenting parsers, residue decisions, outputs, validation, and provenance.