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Tom Chou
ORCID
Publication Activity (10 Years)
Years Active: 2009-2024
Publications (10 Years): 17
Top Topics
Neural Network
Diffusion Process
Stochastic Processes
Spectral Methods
Top Venues
CoRR
J. Comput. Phys.
J. Math. Imaging Vis.
Comput. Biol. Medicine
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Publications
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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)