Jonathan L. Belof

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Top Venues

J. Comput. Phys.

Publications

Christophe Bonneville, Xiaolong He, April Tran, Jun Sur Richard Park, William Fries, Daniel A. Messenger, Siu Wun Cheung, Yeonjong Shin, David M. Bortz, Debojyoti Ghosh, Jiun-Shyan Chen, Jonathan L. Belof, Youngsoo Choi
A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling. CoRR (2024)
Charles F. Jekel, Dane M. Sterbentz, Thomas M. Stitt, P. Mocz, Robert N. Rieben, Daniel A. White, Jonathan L. Belof
Machine Learning Visualization Tool for Exploring Parameterized Hydrodynamics. CoRR (2024)
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)