Scholar
Zongren Zou
Google Scholar ID: xREJbNMAAAAJ
Postdoc at California Institute of Technology
uncertainty quantification
scientific computing
machine learning
computational graph completion
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Citations & Impact
All-time
Citations
1,319
H-index
12
i10-index
15
Publications
20
Co-authors
12
list available
Publications
5 items
Graphical conditional generative modeling for digital twin modeling
2026
Cited
0
Uncertainty Quantification in PINNs for Turbulent Flows: Bayesian Inference and Repulsive Ensembles
2026
Cited
0
Bilevel optimization for learning hyperparameters: Application to solving PDEs and inverse problems with Gaussian processes
2025
Cited
0
Learning and discovering multiple solutions using physics-informed neural networks with random initialization and deep ensemble
2025
Cited
0
Large scale scattering using fast solvers based on neural operators
arXiv.org · 2024
Cited
1
Co-authors
11 total
George Em Karniadakis
The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Engineering
Xuhui Meng
School of Mathematics and Statistics, HUST
Ellen Kuhl
Catherine Holman Johnson Director of Stanford Bio-X and Walter B. Reinhold Professor of Engineering
Khemraj Shukla
Rice University
Zhicheng Wang
Brown University
Jérôme Darbon
Division of Applied Mathematics, Brown University
Tingwei Meng
UCLA
Houman Owhadi
IBM Professor of Applied and Computational Mathematics and Control and Dynamical Systems. Caltech.
