Interpretable machine learning in Physics

no code implementations • 11 Mar 2022 • Christophe Grojean, Ayan Paul, Zhuoni Qian, Inga Strümke

Adding interpretability to multivariate methods creates a powerful synergy for exploring complex physical systems with higher order correlations while bringing about a degree of clarity in the underlying dynamics of the system.

BIG-bench Machine Learning Interpretable Machine Learning