04:00
2026-08-14
arxiv.org
machine-learning
Structure-preserving uncertainty quantification for GENERIC dynamics
Researchers propose Structure-Preserving Epistemic Neural Networks (S-PENNs), a framework for uncertainty quantification in scientific machine learning models with hard architectural constraints, and โฆ