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Workshop
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Sat 11:24
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Constrained Synthesis with Projected Diffusion Models
Jacob K Christopher · Stephen Baek · Nando Fioretto
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Workshop
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Unsupervised Physics-Informed Super-Resolution of Strong Lensing Images for Sparse Datasets
Anirudh Shankar · Michael Toomey · Sergei Gleyzer
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Workshop
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ClariPhy: Physics-Informed Image Deblurring with Transformers for Hydrodynamic Instability Analysis
Shai Stamler-Grossman · Nadav Schneider · Gershon Hanoch · Gal Oren
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Workshop
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Physics-informed Discovery of State Variables in Second-Order and Hamiltonian Systems
Félix Chavelli · Zi-Yu Khoo · Dawen Wu · Jonathan Low · Stéphane Bressan
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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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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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A Physics-Informed Autoencoder-NeuralODE Framework (Phy-ChemNODE) for Learning Complex Fuel Combustion Kinetics
Tadbhagya Kumar · Pinaki Pal · Anuj Kumar
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Poster
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Thu 11:00
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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
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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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Poster
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Fri 16:30
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What is my quantum computer good for? Quantum capability learning with physics-aware neural networks
Daniel Hothem · Ashe Miller · Timothy Proctor
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Poster
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Wed 16:30
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Physics-Constrained Comprehensive Optical Neural Networks
Yanbing Liu · JIANWEI QIN · Yan Liu · Xi Yue · Xun Liu · Guoqing Wang · Tianyu Li · Ye · Wei Li
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