Peter Battaglia

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

Learning skillful medium-range global weather forecasting

Rémi Lam, Álvaro Sánchez‐González, Matthew Willson et al. · Science · 2023 · 948 citations · Full text

Meteorology, Forecasting Methodology, Hydrological Prediction +13

Simulation as an engine of physical scene understanding

Peter Battaglia, Jessica B. Hamrick, Joshua B. Tenenbaum · Proceedings of the National Academy of Sciences · 2013 · 698 citations · Full text

Interaction Networks for Learning about Objects, Relations and Physics

Peter Battaglia, Razvan Pascanu, Matthew Lai et al. · arXiv (Cornell University) · 2016 · 575 citations · Full text

Artificial Intelligence, Geometric Learning, Physics-based Vision +15

A simple neural network module for relational reasoning

Adam Santoro, David Raposo, David G. T. Barrett et al. · arXiv (Cornell University) · 2017 · 500 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16