Stress-Amplification Reliability Audit Dataset

A nondimensional finite-element reliability-audit dataset for evaluating local stress-amplification accuracy in neural stress surrogates for perforated plates with centered circular and elliptical holes. The public release includes 700 finite-element cases, manifest metadata, generation configuration, mesh-native outputs, fixed-grid outputs, evaluation outputs, validation and training scripts, and file checksums. Creator/contact: Musawer Ahmad Saqif, Ph.D., P.E., Forensic Engineer at Focus Forensics, LLC; [e-mail].