Open AccessMonotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications
Author(s) -
Anh Tran,
Kathryn Maupin,
Theron Rodgers
Publication year - 2022
Publication title -
journal of computing and information science in engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.538
H-Index - 50
eISSN - 1944-7078
pISSN - 1530-9827
DOI - 10.1115/1.4055852
Subject(s) - monotonic function , extrapolation , machine learning , gaussian process , artificial intelligence , interpolation (computer graphics) , computer science , process (computing) , gaussian , algorithm , kriging , mathematics , mathematical optimization , physics , mathematical analysis , motion (physics) , quantum mechanics , operating system
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom