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Kookjin Lee

MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data

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Oct 09, 2024
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FastLRNR and Sparse Physics Informed Backpropagation

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Oct 05, 2024
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Latent Space Energy-based Neural ODEs

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Sep 05, 2024
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Parameterized Physics-informed Neural Networks for Parameterized PDEs

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Aug 18, 2024
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Efficiently Parameterized Neural Metriplectic Systems

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May 28, 2024
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PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images

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Feb 20, 2024
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Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer

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Dec 19, 2023
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Operator-learning-inspired Modeling of Neural Ordinary Differential Equations

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Dec 16, 2023
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Graph Convolutions Enrich the Self-Attention in Transformers!

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Dec 07, 2023
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Reduced-order modeling for parameterized PDEs via implicit neural representations

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Nov 28, 2023
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