conftrace_

Gabor Csanyi

4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) NIPS (1)

Top co-authors

Ilyes Batatia (3) Christoph Ortner (2) José Miguel Hernández-Lobato (1) Ivan Grega (1) Gregor N. C. Simm (1) Lars Leon Schaaf (1) Vikram Deshpande (1) Robert Pinsler (1) David P Kovacs (1) Gregor Simm (1)

Keywords

equivariant neural network (1) message passing neural network (1) interatomic potential (1) force field (1) graph neural network (1) computational chemistry (1)

Papers

Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials ICLR 2024 Equivariant Matrix Function Neural Networks ICLR 2024 MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields NIPS 2022 Symmetry-Aware Actor-Critic for 3D Molecular Design ICLR 2021