Litcius/Paper detail

Machine learning moment closure models for the radiative transfer equation I: Directly learning a gradient based closure

Juntao Huang, Yingda Cheng, Andrew Christlieb, Luke F. Roberts

2022Journal of Computational Physics37 citationsDOIOpen Access PDF

Topics & Concepts

Radiative transferMoment (physics)Closure (psychology)Normalization (sociology)Computer scienceGeneralizability theoryGaussianMathematicsApplied mathematicsStatistical physicsArtificial intelligencePhysicsClassical mechanicsOpticsMarket economyStatisticsSociologyAnthropologyQuantum mechanicsEconomicsModel Reduction and Neural NetworksNumerical methods in inverse problemsGas Dynamics and Kinetic Theory