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43 Results
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Workshop
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A Physics-Informed Autoencoder-NeuralODE Framework (Phy-ChemNODE) for Learning Complex Fuel Combustion Kinetics Tadbhagya Kumar · Pinaki Pal · Anuj Kumar |
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Workshop
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Physics-informed reduced order model with conditional neural fields Minji Kim · Tianshu Wen · Kookjin Lee · Youngsoo Choi |
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Poster
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Thu 11:00 |
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning Keying Kuang · Frances Dean · Jack B. Jedlicki · David Ouyang · Anthony Philippakis · David Sontag · Ahmed Alaa |
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Poster
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Fri 16:30 |
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling Zijie Huang · Wanjia Zhao · Jingdong Gao · Ziniu Hu · Xiao Luo · Yadi Cao · Yuanzhou Chen · Yizhou Sun · Wei Wang |
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Workshop
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FB-HyDON: Parameter-Efficient Physics-Informed Operator Learning of Complex PDEs via Hypernetwork and Finite Basis Domain Decomposition Milad Ramezankhani · Rishi Parekh · Anirudh Deodhar · Dagnachew Birru |
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Workshop
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AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling Siddhant Dutta · Nouhaila Innan · Sadok Ben Yahia · Muhammad Shafique |
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Workshop
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Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks Anthony Baez · Wang Zhang · Ziwen Ma · Subhro Das · Lam Nguyen · Luca Daniel |
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Workshop
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Survey: Adaptive Physics-informed Neural Networks Edgar Torres Rios · Mathias Niepert |
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Workshop
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SepONet: Efficient Large-Scale Physics-Informed Operator Learning Xinling Yu · Sean Hooten · Ziyue Liu · Yequan Zhao · Marco Fiorentino · Thomas Van Vaerenbergh · Zheng Zhang |
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Workshop
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Optimizing the IFMIF-DONES Particle Accelerator with Differentiable Deep Learning Surrogate Models Galo Gallardo · Guillermo Rodriguez Llorente · Lucas Magariños · Rodrigo Morant Navascués · Nikita Kkhvatkin Petrovsky · Roberto Gómez-Espinosa Martín |
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Workshop
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PICL: Learning to Incorporate Physical Information When Only Coarse-Grained Data is Available Haodong Feng · Yue Wang · Dixia Fan |
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Poster
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Thu 16:30 |
GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation Junhao Cai · Yuji Yang · Weihao Yuan · Yisheng HE · Zilong Dong · Liefeng Bo · Hui Cheng · Qifeng Chen |