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"

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Title
Featuremetric benchmarking: Quantum computer benchmarks based on circuit features Timothy Proctor Anh Tran Xingxin Liu Aditya Dhumuntarao Stefan Seritan Alaina Green Norbert M Linke 34 0 0 17 Apr 2025
Monotonic warpings for additive and deep Gaussian processes Chang Liu Lauren J. Beesley Annie S. Booth Robert B. Gramacy Yan Zhao 30 2 0 02 Aug 2024
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial V. Nemani Luca Biggio Xun Huan Zhen Hu Olga Fink Anh Tran Yan Wang Xiaoge Zhang Chao Hu AI4CE 38 75 0 07 May 2023