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Xinling Yu

Separable Operator Networks

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Jul 15, 2024
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Real-Time FJ/MAC PDE Solvers via Tensorized, Back-Propagation-Free Optical PINN Training

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Jan 04, 2024
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Tensor-Compressed Back-Propagation-Free Training for (Physics-Informed) Neural Networks

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Aug 18, 2023
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DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC Design

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Feb 25, 2023
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PIFON-EPT: MR-Based Electrical Property Tomography Using Physics-Informed Fourier Networks

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Feb 24, 2023
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MR-Based Electrical Property Reconstruction Using Physics-Informed Neural Networks

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Oct 23, 2022
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TT-PINN: A Tensor-Compressed Neural PDE Solver for Edge Computing

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Jul 04, 2022
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When and why PINNs fail to train: A neural tangent kernel perspective

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Jul 28, 2020
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