Justin Gilmer

Relational inductive biases, deep learning, and graph networks

Peter Battaglia, Jessica B. Hamrick, Victor Bapst et al. · arXiv (Cornell University) · 2018 · 2.4K citations · Full text

Artificial Intelligence, Large Ai Model, Cognitive Science +14

Neural Message Passing for Quantum Chemistry

Justin Gilmer, Samuel S. Schoenholz, Patrick Riley et al. · arXiv (Cornell University) · 2017 · 1.1K citations · Full text

Geometric Learning, Engineering, Machine Learning +18

Prediction Errors of Molecular Machine Learning Models Lower than Hybrid DFT Error

Felix A. Faber, Luke A. D. Hutchison, Bing Huang et al. · Journal of Chemical Theory and Computation · 2017 · 672 citations

Best Practices for Foundations in Molecular Simulations [Article v1.0]

Efrem Braun, Justin Gilmer, Heather B. Mayes et al. · Living Journal of Computational Molecular Science · 2018 · 252 citations · Full text

Engineering, Starting Point, Molecular Biology +13

Motivating the Rules of the Game for Adversarial Example Research

Justin Gilmer, Ryan P. Adams, Ian Goodfellow et al. · arXiv (Cornell University) · 2018 · 159 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20