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Monotonic Gaussian process for physics-constrained machine learning with materials science applications

31 August 2022

Papers citing "Monotonic Gaussian process for physics-constrained machine learning with materials science applications"

4 / 4 papers shown

Title
Solving and Learning Nonlinear PDEs with Gaussian Processes Yifan Chen Bamdad Hosseini H. Owhadi Andrew M. Stuart 69 156 0 24 Mar 2021
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges L. Swiler Mamikon A. Gulian A. Frankel Cosmin Safta J. Jakeman GP AI4CE 73 106 0 16 Jun 2020
Monotonic Gaussian Process Flow Ivan Ustyuzhaninov Ieva Kazlauskaite Carl Henrik Ek Neill D. F. Campbell 77 14 0 30 May 2019
Expectation Propagation for approximate Bayesian inference T. Minka 132 1,907 0 10 Jan 2013