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10 Results
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Poster
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Tue 9:00 |
Exploration via Planning for Information about the Optimal Trajectory Viraj Mehta · Ian Char · Joseph Abbate · Rory Conlin · Mark Boyer · Stefano Ermon · Jeff Schneider · Willie Neiswanger |
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Workshop
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Learning Regularized Positional Encoding for Molecular Prediction Xiang Gao · Weihao Gao · Wenzhi Xiao · Zhirui Wang · Chong Wang · Liang Xiang |
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Workshop
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Leveraging the Stochastic Predictions of Bayesian Neural Networks for Fluid Simulations Maximilian Mueller · Robin Greif · Frank Jenko · Nils Thuerey |
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Workshop
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Offline Model-Based Reinforcement Learning for Tokamak Control Ian Char · Joseph Abbate · Laszlo Bardoczi · Mark Boyer · Youngseog Chung · Rory Conlin · Keith Erickson · Viraj Mehta · Nathan Richner · Egemen Kolemen · Jeff Schneider |
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Workshop
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Fourier Neural Operator for Plasma Modelling Vignesh Gopakumar · Stanislas Pamela · Lorenzo Zanisi · Zongyi Li · Anima Anandkumar |
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Workshop
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RLCG: When Reinforcement Learning Meets Coarse Graining Shenghao Wu · Tianyi Liu · Zhirui Wang · Wen Yan · Yingxiang Yang |
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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 |
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Workshop
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From Particles to Fluids: Dimensionality Reduction for Non-Maxwellian Plasma Velocity Distributions Validated in the Fluid Context Daniel da Silva |
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Workshop
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Learning Efficient Hybrid Particle-continuum Representations of Non-equilibrium N-body Systems Tailin Wu · Michael Sun · Hsuan-Gu Chou · Pranay Reddy Samala · Sithipont Cholsaipant · Sophia Kivelson · Jacqueline Yau · Rex Ying · E. Paulo Alves · Jure Leskovec · Frederico Fiuza |
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Workshop
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Sat 12:30 |
Invited talk: Federico Felici, "Magnetic control of tokamak plasmas through Deep Reinforcement Learning" Federico Felici · Siddharth Mishra-Sharma |