Lei Wu
Results
Journal Article
General Synthetic Iterative Scheme for Unsteady Rarefied Gas Flows
Communications in Computational Physics, Vol. 34 (2023), Iss. 1 : pp. 173–207
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
Journal Article
Approximation Analysis of Convolutional Neural Networks
East Asian Journal on Applied Mathematics, Vol. 13 (2023), Iss. 3 : pp. 524–549
Journal Article
Embedding Inequalities for Barron-Type Spaces
Journal of Machine Learning, Vol. 2 (2023), Iss. 4 : pp. 259–270
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
Journal Article
Fast-Converging and Asymptotic-Preserving Simulation of Frequency Domain Thermoreflectance
Communications in Computational Physics, Vol. 34 (2023), Iss. 1 : pp. 65–93