Yuehaw Khoo

Solving for high-dimensional committor functions using artificial neural networks

Yuehaw Khoo, Jianfeng Lu, Lexing Ying · Research in the Mathematical Sciences · 2018 · 153 citations

Intelligent Information Processing, Engineering, Artificial Neural Networks +4

SwitchNet: A Neural Network Model for Forward and Inverse Scattering Problems

Yuehaw Khoo, Lexing Ying · SIAM Journal on Scientific Computing · 2019 · 126 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Semidefinite programming approach for the quadratic assignment problem with a sparse graph

José F. S. Bravo-Ferreira, Yuehaw Khoo, Amit Singer · Computational Optimization and Applications · 2017 · 25 citations

Mathematical Programming, Engineering, Graph Theory +12

Committor functions via tensor networks

Yian Chen, Jeremy G. Hoskins, Yuehaw Khoo et al. · Journal of Computational Physics · 2022 · 21 citations

Mathematical Programming, Geometric Learning, Structured Prediction +5

Drop-Activation: Implicit Parameter Reduction and Harmonious Regularization

Senwei Liang, Yuehaw Khoo, Haizhao Yang · Communications on Applied Mathematics and Computation · 2020 · 20 citations

Parameter Identification, Machine Learning, Parameter Tuning +5