Antonio Falcó

Topological deep learning for drug–target interaction, virtual screening, and docking scoring: a practical, benchmark-driven review

A decision-oriented taxonomy and a benchmark-driven evaluation playbook that specifies minimum standards for splits, metrics, baselines, and ablations to isolate the topological contribution are presented.