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571 Results
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Workshop
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Sat 13:00 |
TANGO: Time-reversal Latent GraphODE for Multi-Agent Dynamical Systems Zijie Huang · Wanjia Zhao · Jingdong Gao · Ziniu Hu · Xiao Luo · Yadi Cao · Yuanzhou Chen · Yizhou Sun · Wei Wang |
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Poster
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Wed 15:00 |
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks Woojin Cho · Kookjin Lee · Donsub Rim · Noseong Park |
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Workshop
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Auto-PINN: Understanding and Optimizing Physics-Informed Neural Architecture Yicheng Wang · Xiaotian Han · Chia-Yuan Chang · Daochen Zha · Ulisses M. Braga-Neto · Xia Hu |
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Workshop
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Physics-guided Training of Neural Electromagnetic Wave Simulators with Time-reversal Consistency Charles Dove · Jatearoon Boondicharern · Laura Waller |
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Workshop
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A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network Takuya Kurihana · · Kyongmin Yeo · Daniela Szwarcman · Bruce Elmegreen · Surya Karthik Mukkavilli · Johannes Schmude |
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Workshop
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Physics-Informed Calibration of Aeromagnetic Compensation in Magnetic Navigation Systems using Liquid Time-Constant Networks Favour Nerrise · Andrew Sosanya · Patrick Neary |
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Workshop
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Physics-informed DeepONet for battery state prediction Keyan Guo |
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Workshop
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Physics-Informed Neural Operators with Exact Differentiation on Arbitrary Geometries Colin White · Julius Berner · Jean Kossaifi · Mogab Elleithy · David Pitt · Daniel Leibovici · Zongyi Li · Kamyar Azizzadenesheli · Animashree Anandkumar |
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Poster
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Wed 15:00 |
Lie Point Symmetry and Physics-Informed Networks Tara Akhound-Sadegh · Laurence Perreault-Levasseur · Johannes Brandstetter · Max Welling · Siamak Ravanbakhsh |
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Workshop
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Generalized One-Shot Transfer Learning of Linear Ordinary and Partial Differential Equations Pavlos Protopapas · Hari Raval |
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Poster
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Wed 8:45 |
PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification Qianli Shen · Wai Hoh Tang · Zhun Deng · Apostolos Psaros · Kenji Kawaguchi |
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Workshop
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A Physics-Informed Variational Autoencoder for Rapid Galaxy Inference and Anomaly Detection Alex Gagliano · Ashley Villar |