Peng Chen
Scholar

Peng Chen

Google Scholar ID: AaVPa5kAAAAJ
Georgia Institute of Technology
scientific machine learninguncertainty quantificationstochastic optimizationBayesian inference
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Citations & Impact
All-time
Citations
1,402
 
H-index
24
 
i10-index
35
 
Publications
20
 
Co-authors
26
list available
Contact
Emailpeng@cc.gatech.edu
Publications
4 items
Toward AI-Driven Digital Twins for Metropolitan Floods: A Conditional Latent Dynamics Network Surrogate of the Shallow Water Equations
2026
Cited
0
LEVDA: Latent Ensemble Variational Data Assimilation via Differentiable Dynamics
2026
Cited
0
From Sparse Sensors to Continuous Fields: STRIDE for Spatiotemporal Reconstruction
2026
Cited
0
Sequential Bayesian Optimal Experimental Design in Infinite Dimensions via Policy Gradient Reinforcement Learning
2026
Cited
0
Resume (English only)
Co-authors
26 total
Omar Ghattas
Omar Ghattas
Professor & Cockrell endowed chair, Mechanical Engineering & Oden Institute, Univ of Texas at Austin
Co-author 2
Co-author 2
Gianluigi Rozza
Gianluigi Rozza
Full Professor of Numerical Analysis, SISSA, Int. School for Adv. Studies, Italy and ERC PI
Co-author 4
Co-author 4
Thomas O'Leary-Roseberry
Thomas O'Leary-Roseberry
Assistant Professor, Department of Mathematics, The Ohio State University
Umberto Villa
Umberto Villa
Biomedical Engineering and Oden Institute, UT Austin
Christoph Schwab
Christoph Schwab
Professor for Mathematics, ETH Zurich
Dingcheng Luo
Dingcheng Luo
Lecturer, Queensland University of Technology