Interpretable and Explainable Machine Learning for Materials Science and Chemistry

1 November 2021

Papers citing "Interpretable and Explainable Machine Learning for Materials Science and Chemistry"

4 / 4 papers shown

Title
Learning simple heuristic rules for classifying materials based on chemical composition Andrew Ma Marin Soljacic 33 0 0 05 May 2025
Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction Melkamu Mersha Khang Lam Joseph Wood Ali AlShami Jugal Kalita XAI AI4TS 80 28 0 30 Aug 2024
Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits Zhuokai Zhao Takumi Matsuzawa W. Irvine Michael Maire G. Kindlmann 54 2 0 31 May 2023
Synthetic data enable experiments in atomistic machine learning John L A Gardner Z. Beaulieu Volker L. Deringer 37 6 0 29 Nov 2022