Tom Chou

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 17

Top Topics

Diffusion Process

Stochastic Processes

Spectral Methods

Top Venues

J. Comput. Phys.

J. Math. Imaging Vis.

Comput. Biol. Medicine

Publications

Mingtao Xia, Xiangting Li, Qijing Shen, Tom Chou
An efficient Wasserstein-distance approach for reconstructing jump-diffusion processes using parameterized neural networks. CoRR (2024)
Mingtao Xia, Xiangting Li, Qijing Shen, Tom Chou
Squared Wasserstein-2 Distance for Efficient Reconstruction of Stochastic Differential Equations. CoRR (2024)
Hosein Masoomy, Tom Chou, Lucas Böttcher
Impact of random and targeted disruptions on information diffusion during outbreaks. CoRR (2023)
Mingtao Xia, Xiangting Li, Qijing Shen, Tom Chou
A Spectral Approach for Learning Spatiotemporal Neural Differential Equations. CoRR (2023)
Mingtao Xia, Lucas Böttcher, Tom Chou
Controlling Epidemics Through Optimal Allocation of Test Kits and Vaccine Doses Across Networks. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Tom Chou, Sihong Shao, Mingtao Xia
Adaptive Hermite Spectral Methods in Unbounded Domains. CoRR (2022)
Mingtao Xia, Lucas Böttcher, Tom Chou
Spectrally Adapted Physics-Informed Neural Networks for Solving Unbounded Domain Problems. CoRR (2022)
Mingtao Xia, Lucas Böttcher, Tom Chou
Controlling epidemics through optimal allocation of test kits and vaccine doses across networks. CoRR (2021)
Mingtao Xia, Sihong Shao, Tom Chou
Efficient Scaling and Moving Techniques for Spectral Methods in Unbounded Domains. SIAM J. Sci. Comput. 43 (5) (2021)
Zhijian Yang, Daniel J. Olszewski, Chujun He, Giulia Pintea, Jun Lian, Tom Chou, Ronald C. Chen, Blerta Shtylla
Machine learning and statistical prediction of patient quality-of-life after prostate radiation therapy. Comput. Biol. Medicine 129 (2021)
Mingtao Xia, Sihong Shao, Tom Chou
-adaptive technique for spectral methods. J. Comput. Phys. 446 (2021)
Mingtao Xia, Sihong Shao, Tom Chou
A frequency-dependent p-adaptive technique for spectral methods. CoRR (2020)
Mingtao Xia, Sihong Shao, Tom Chou
Efficient Scaling and Moving Techniques for Spectral Methods in Unbounded Domains. CoRR (2020)
Mingtao Xia, Chris D. Greenman, Tom Chou
PDE Models of Adder Mechanisms in Cellular Proliferation. SIAM J. Appl. Math. 80 (3) (2020)
Yao-Li Chuang, Tom Chou, Maria R. D'Orsogna
A network model of immigration: Enclave formation vs. cultural integration. Networks Heterog. Media 14 (1) (2019)
Farid Manuchehrfar, Wei Tian, Tom Chou, Jie Liang
Evolution of coagulation-fragmentation stochastic processes using accurate chemical master equation approach. Commun. Inf. Syst. 19 (1) (2019)
Song Xu, Sanggu Kim, Irvin S. Y. Chen, Tom Chou
Modeling large fluctuations of thousands of clones during hematopoiesis: The role of stem cell self-renewal and bursty progenitor dynamics in rhesus macaque. PLoS Comput. Biol. 14 (10) (2018)
Joshua C. Chang, Tom Chou
Iterative Graph Cuts for Image Segmentation with a Nonlinear Statistical Shape Prior. J. Math. Imaging Vis. 49 (1) (2014)
Joshua C. Chang, K. C. Brennan, Tom Chou
Tracking Monotonically Advancing Boundaries in Image Sequences Using Graph Cuts and Recursive Kernel Shape Priors. IEEE Trans. Medical Imaging 31 (5) (2012)
Joshua C. Chang, Tom Chou
Iterative graph cuts for image segmentation with a nonlinear statistical shape prior CoRR (2012)
Pak-Wing Fok, Tom Chou
Interface Growth Driven by Surface Kinetics and Convection. SIAM J. Appl. Math. 70 (1) (2009)