Topic

Interpretation Errors

1 research article on Interpretation Errors — drawn from 53 integrated data sources with computational validation.

Methodology

13 Ways Computational Materials Science Goes Wrong

A catalog of interpretation errors and compute failure modes from our materials discovery pipeline: thermostat overshoot (625K target / 750K actual), MACE artifacts on perovskites, PBE bandgaps presented without HSE correction, metallic DFPT results, phonon instabilities, 53 files with THz vs cm⁻¹ confusion, and more.