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Jonathan L. Belof
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 6
Top Topics
Latent Space
Top Venues
CoRR
J. Comput. Phys.
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Publications
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Xiaolong He
,
Youngsoo Choi
,
William D. Fries
,
Jonathan L. Belof
,
Jiun-Shyan Chen
gLaSDI: Parametric physics-informed greedy latent space dynamics identification.
J. Comput. Phys.
489 (2023)
Christophe Bonneville
,
Youngsoo Choi
,
Debojyoti Ghosh
,
Jonathan L. Belof
GPLaSDI: Gaussian Process-based Interpretable Latent Space Dynamics Identification through Deep Autoencoder.
CoRR
(2023)
Ping-Hsuan Tsai
,
Seung Whan Chung
,
Debojyoti Ghosh
,
John Loffeld
,
Youngsoo Choi
,
Jonathan L. Belof
Accelerating Kinetic Simulations of Electrostatic Plasmas with Reduced-Order Modeling.
CoRR
(2023)
Christophe Bonneville
,
Youngsoo Choi
,
Debojyoti Ghosh
,
Jonathan L. Belof
Data-Driven Autoencoder Numerical Solver with Uncertainty Quantification for Fast Physical Simulations.
CoRR
(2023)
Xiaolong He
,
Youngsoo Choi
,
William D. Fries
,
Jonathan L. Belof
,
Jiun-Shyan Chen
Certified data-driven physics-informed greedy auto-encoder simulator.
CoRR
(2022)
Charles F. Jekel
,
Dane M. Sterbentz
,
Sylvie Aubry
,
Youngsoo Choi
,
Daniel A. White
,
Jonathan L. Belof
Using Conservation Laws to Infer Deep Learning Model Accuracy of Richtmyer-Meshkov Instabilities.
CoRR
(2022)