Scholar
Peng Chen
Google Scholar ID: AaVPa5kAAAAJ
Georgia Institute of Technology
scientific machine learning
uncertainty quantification
stochastic optimization
Bayesian 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
Email
peng@cc.gatech.edu
Publications
7 items
LD-EnFF: Latent-Dynamics Ensemble Flow Filtering for Data Assimilation with Sparse Observations
2026
Cited
0
C-STRIDE: An Observation-Driven AI Digital Twin for Predicting Basin-Wide Flood Fields from Sparse Stream-Gauge Histories
2026
Cited
0
Neural Scaling Laws of Transformer Operator Network
2026
Cited
0
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
Co-authors
11 total
Omar Ghattas
Professor & Cockrell endowed chair, Mechanical Engineering & Oden Institute, Univ of Texas at Austin
Gianluigi Rozza
Full Professor of Numerical Analysis, SISSA, Int. School for Adv. Studies, Italy and ERC PI
Thomas O'Leary-Roseberry
Assistant Professor, Department of Mathematics, The Ohio State University
Umberto Villa
Biomedical Engineering and Oden Institute, UT Austin
Christoph Schwab
Professor for Mathematics, ETH Zurich
Dingcheng Luo
Lecturer, Queensland University of Technology
Wuchen Li 李务晨
University of South Carolina
Lianghao Cao
Postdoctoral Scholar Research Associate, California Institute of Technology
