Concepedia
Statistics
Publications
22
Citations
1.3K
H-Index
14
Active since
2022
Affiliations
Brown University(Current)
Huazhong University of Science and Technology
Pacific Northwest National Laboratory
John Brown University
UCLA Health
Zongren Zou is an author at Brown University specializing in computing, machine learning, and computer science.
Publications per year
2022–2025
Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons
Apostolos F. Psaros, Xuhui Meng, Zongren Zou et al. · Journal of Computational Physics · 2023 · 386 citations · Full text
Computing, Computer Science, Data Science +14
Bayesian Physics Informed Neural Networks for real-world nonlinear dynamical systems
Kevin Linka, Amelie Schäfer, Xuhui Meng et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 171 citations · Full text
Computing, Computer Science, Physics +17
From PINNs to PIKANs: recent advances in physics-informed machine learning
Juan Diego Toscano, Vivek Oommen, Alan John Varghese et al. · Machine learning for computational science and engineering · 2025 · 166 citations
Computing, Computer Science, Physics +13
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks
Khemraj Shukla, Juan Diego Toscano, Zhicheng Wang et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 142 citations
Computing, Computer Science, Mathematics +12
Discovering a reaction–diffusion model for Alzheimer’s disease by combining PINNs with symbolic regression
Zhen Zhang, Zongren Zou, Ellen Kuhl et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 72 citations · Full text
Life Sciences, Neurology, Computational Neuroscience +15
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