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5 Results
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Poster
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Wed 14:00 |
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields Ilyes Batatia · David P Kovacs · Gregor Simm · Christoph Ortner · Gabor Csanyi |
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Poster
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Tue 9:00 |
So3krates: Equivariant attention for interactions on arbitrary length-scales in molecular systems Thorben Frank · Oliver Unke · Klaus-Robert Müller |
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Workshop
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Rationale-aware Autonomous Driving Policy utilizing Safety Force Field implemented on CARLA Simulator Ho Suk · Taewoo Kim · Hyungbin Park · PAMUL YADAV · Junyong Lee · Shiho Kim |
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Workshop
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Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations Xiang Fu · Zhenghao Wu · Wujie Wang · Tian Xie · Sinan Keten · Rafael Gomez-Bombarelli · Tommi Jaakkola |
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Workshop
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Supervised Pretraining for Molecular Force Fields and Properties Prediction Xiang Gao · Weihao Gao · Wenzhi Xiao · Zhirui Wang · Chong Wang · Liang Xiang |