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Poster
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Wed 14:00
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Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics
Lukas Prantl · Benjamin Ummenhofer · Vladlen Koltun · Nils Thuerey
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Poster
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Tue 14:00
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Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
Masanobu Horie · NAOTO MITSUME
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Poster
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Wed 14:00
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Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
Yejia Liu · Wang Zhu · Shaolei Ren
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Workshop
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Structural Causal Model for Molecular Dynamics Simulation
Qi Liu · Yuanqi Du · Fan Feng · Qiwei Ye · Jie Fu
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Poster
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When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning
Haoyi Niu · shubham sharma · Yiwen Qiu · Ming Li · Guyue Zhou · Jianming HU · Xianyuan Zhan
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Workshop
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Evaluating vaccine allocation strategies using simulation-assisted causal modelling
Armin Kekić · Jonas Dehning · Luigi Gresele · Julius von Kügelgen · Viola Priesemann · Bernhard Schölkopf
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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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Poster
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Wed 9:00
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PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery
Yasmin Salehi · Dennis Giannacopoulos
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Poster
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Tue 9:00
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Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks
Anders Aamand · Justin Chen · Piotr Indyk · Shyam Narayanan · Ronitt Rubinfeld · Nicholas Schiefer · Sandeep Silwal · Tal Wagner
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