GINNs: Graph-Informed Neural Networks for multiscale physics
Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky
Topics & Concepts
Graphical modelArtificial neural networkComputer scienceMachine learningArtificial intelligenceGaussianProbabilistic logicBayesian networkGaussian processTheoretical computer sciencePhysicsQuantum mechanicsModel Reduction and Neural NetworksMachine Learning in Materials ScienceGaussian Processes and Bayesian Inference