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Fast-Converging and Asymptotic-Preserving Simulation of Frequency Domain Thermoreflectance

Journal Article

Fast-Converging and Asymptotic-Preserving Simulation of Frequency Domain Thermoreflectance

Communications in Computational Physics, Vol. 34 (2023), Iss. 1 : pp. 65–93

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General Synthetic Iterative Scheme for Unsteady Rarefied Gas Flows

Journal Article

General Synthetic Iterative Scheme for Unsteady Rarefied Gas Flows

Communications in Computational Physics, Vol. 34 (2023), Iss. 1 : pp. 173–207

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Towards a Mathematical Understanding of Neural Network-Based Machine Learning: What We Know and What We Don't

Journal Article

Towards a Mathematical Understanding of Neural Network-Based Machine Learning: What We Know and What We Don't

CSIAM Transactions on Applied Mathematics, Vol. 1 (2020), Iss. 4 : pp. 561–615

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Approximation Analysis of Convolutional Neural Networks

Journal Article

Approximation Analysis of Convolutional Neural Networks

East Asian Journal on Applied Mathematics, Vol. 13 (2023), Iss. 3 : pp. 524–549

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Embedding Inequalities for Barron-Type Spaces

Journal Article

Embedding Inequalities for Barron-Type Spaces

Journal of Machine Learning, Vol. 2 (2023), Iss. 4 : pp. 259–270

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Beyond the Quadratic Approximation: The Multiscale Structure of Neural Network Loss Landscapes

Journal Article

Beyond the Quadratic Approximation: The Multiscale Structure of Neural Network Loss Landscapes

Journal of Machine Learning, Vol. 1 (2022), Iss. 3 : pp. 247–267

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Fast-Converging and Asymptotic-Preserving Simulation of Frequency Domain Thermoreflectance

Journal Article

Fast-Converging and Asymptotic-Preserving Simulation of Frequency Domain Thermoreflectance

Communications in Computational Physics, Vol. 34 (2023), Iss. 1 : pp. 65–93

Info