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Shandian Zhe

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Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems

Feb 18, 2024
Da Long, Shandian Zhe

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Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization

Feb 05, 2024
Zhitong Xu, Shandian Zhe

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Diffusion-Generative Multi-Fidelity Learning for Physical Simulation

Nov 09, 2023
Zheng Wang, Shibo Li, Shikai Fang, Shandian Zhe

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Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data

Nov 08, 2023
Shikai Fang, Xin Yu, Zheng Wang, Shibo Li, Mike Kirby, Shandian Zhe

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Solving High Frequency and Multi-Scale PDEs with Gaussian Processes

Nov 08, 2023
Shikai Fang, Madison Cooley, Da Long, Shibo Li, Robert Kirby, Shandian Zhe

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Streaming Factor Trajectory Learning for Temporal Tensor Decomposition

Nov 07, 2023
Shikai Fang, Xin Yu, Shibo Li, Zheng Wang, Robert Kirby, Shandian Zhe

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Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes

Oct 30, 2023
Zheng Wang, Shikai Fang, Shibo Li, Shandian Zhe

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Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels

Oct 09, 2023
Da Long, Wei W. Xing, Aditi S. Krishnapriyan, Robert M. Kirby, Shandian Zhe, Michael W. Mahoney

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Multi-Resolution Active Learning of Fourier Neural Operators

Oct 08, 2023
Shibo Li, Xin Yu, Wei Xing, Mike Kirby, Akil Narayan, Shandian Zhe

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