Anthony Wang

Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices

Anthony Wang, Ryan Murdock, Steven K. Kauwe et al. · Chemistry of Materials · 2020 · 472 citations · Full text

Natural Sciences, Data Science, Materials Science +13

Compositionally restricted attention-based network for materials property predictions

Anthony Wang, Steven K. Kauwe, Ryan Murdock et al. · npj Computational Materials · 2021 · 248 citations · Full text

Natural Sciences, Chemistry, Materials Science +15

Is Domain Knowledge Necessary for Machine Learning Materials Properties?

Ryan Murdock, Steven K. Kauwe, Anthony Wang et al. · Integrating materials and manufacturing innovation · 2020 · 98 citations

Natural Sciences, Materials Engineering, Materials Science +14

CrabNet for Explainable Deep Learning in Materials Science: Bridging the Gap Between Academia and Industry

Anthony Wang, Mahamad Salah Mahmoud, Mathias Czasny et al. · Integrating materials and manufacturing innovation · 2022 · 29 citations · Full text

Natural Sciences, Chemistry, Materials Science +17

Machine Learning for Materials Scientists: An Introductory Guide Towards Best Practices

Anthony Wang, Ryan Murdock, Steven Kauwe et al. · ChemRxiv · 2020 · 28 citations · Full text

Computing, Data Science, Materials Science +14