Gaussian process regression for maximum entropy distribution

DOI10.1016/j.jcp.2020.109644OpenAlexW2962746867MaRDI QIDQ2124600

Mohammad Hossein Gorji, Mohsen Sadr, Manuel Torrilhon

Publication date: 11 April 2022

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: https://infoscience.epfl.ch/record/278144/files/GP_MED_JCP.pdf

zbMATH Keywords

moment problemmaximum entropy distributionGaussian process regression

Mathematics Subject Classification ID

Statistics (62-XX) Probability theory and stochastic processes (60-XX)

Related Items (4)

A positive and stable L2-minimization based moment method for the Boltzmann equation of gas dynamics ⋮ Coupling kinetic and continuum using data-driven maximum entropy distribution ⋮ Moment method as a numerical solver: challenge from shock structure problems ⋮ Data-driven stochastic particle scheme for collisional plasma simulations

Uses Software

• PMTK
• TensorFlow
• GPflow

Cites Work

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