victor schmidt

4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👥 Mega-Team (23)

Conferences

ICLR (2) ICML (1) JMLR (1)

Top co-authors

Yoshua Bengio (4) Alex Hernández-García (2) Santiago Miret (2) David Rolnick (2) David Buckeridge (1) Irina Rish (1) Alexia Reynaud (1) Pierre Luc Carrier (1) Mélisande Teng (1) Tristan Deleu (1)

Keywords

graph neural network (2) equivariant neural network (1) molecular modeling (1) catalyst design (1) materials modeling (1) energy prediction (1) force prediction (1) atom representation (1) frame averaging (1) materials property prediction (1)

Papers

PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design JMLR 2024

FAENet: Frame Averaging Equivariant GNN for Materials Modeling ICML 2023

ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods ICLR 2022

Predicting Infectiousness for Proactive Contact Tracing ICLR 2021