Yifei Zong

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Machine Learning

Partial Differential Equations

Emission Tomography

Data Assimilation

Top Venues

J. Comput. Phys.

Publications

Alexandre M. Tartakovsky, Yifei Zong
Physics-informed machine learning method with space-time Karhunen-Loève expansions for forward and inverse partial differential equations. J. Comput. Phys. 499 (2024)
Yifei Zong, David Barajas-Solano, Alexandre M. Tartakovsky
Randomized Physics-Informed Neural Networks for Bayesian Data Assimilation. CoRR (2024)
Yifei Zong, David Barajas-Solano, Alexandre M. Tartakovsky
Randomized Physics-Informed Machine Learning for Uncertainty Quantification in High-Dimensional Inverse Problems. CoRR (2023)
Yifei Zong, QiZhi He, Alexandre M. Tartakovsky
Physics-Informed Neural Network Method for Parabolic Differential Equations with Sharply Perturbed Initial Conditions. CoRR (2022)