Zongren Zou

Available identifiers

zbMath Open zou.zongrenMaRDI QIDQ2679295

List of research outcomes

Publication	Date of Publication	Type
Correcting model misspecification in physics-informed neural networks (PINNs)	2024-05-06	Paper
NeuralUQ: A Comprehensive Library for Uncertainty Quantification in Neural Differential Equations and Operators	2024-02-15	Paper
Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression	2024-01-29	Paper
Leveraging Multi-time Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems	2023-03-22	Paper
Uncertainty quantification in scientific machine learning: methods, metrics, and comparisons	2023-02-10	Paper
Bayesian physics informed neural networks for real-world nonlinear dynamical systems	2023-01-19	Paper
Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems	2022-05-12	Paper

Research outcomes over time

Doctoral students

No records found.

Known relations from the MaRDI Knowledge Graph

Property	Value
MaRDI profile type	MaRDI person profile
instance of	human

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