14 citations · 14 across the 2 of their papers we have counts for
2 papers
stat.ML2026
Physics-informed Gaussian Process Regression in Solving Eigenvalue Problem of Linear Operators
Tianming Bai, Jiannan Yang
Applying Physics-Informed Gaussian Process Regression to the eigenvalue problem poses a fundamental challenge, where the null source term results in a trivia…
stat.ML2023★ 14 cited
Gaussian processes for Bayesian inverse problems associated with linear partial differential equations
Tianming Bai, Aretha L. Teckentrup, Konstantinos C. Zygalakis
This work is concerned with the use of Gaussian surrogate models for Bayesian inverse problems associated with linear partial differential equations. A particular focus is on the r…