Error type

Emulator / model-form error

lupine-research://error_type/T2

A class of failure mode the correction layer has to defend against. Each error type names a recurring pathology in machine-learned interatomic potentials and the materials-discovery workflows that depend on them.

Referenced by

a-smooth-environment-resolved-error-field
an-order-of-effort
four-gates-three-honest-failures-one-live-experiment
the-correction-that-hurt-and-the-theorem-that-stopped-it
the-materials-we-test-against
what-the-cap-was-hiding

Source: Lupine research ontology (lupine-research sphere). URI: lupine-research://error_type/T2.