Litcius/Paper detail

Variational Inference Formulation for a Model-Free Simulation of a Dynamical System with Unknown Parameters by a Recurrent Neural Network

Kyongmin Yeo, Dylan E. C. Grullon, Fan-Keng Sun, Duane S. Boning, Jayant Kalagnanam

2021SIAM Journal on Scientific Computing11 citationsDOI

Abstract

Variational Inference Formulation for a Model-Free Simulation of a Dynamical System with Unknown Parameters by a Recurrent Neural Network

Topics & Concepts

MathematicsInferenceArtificial neural networkRecurrent neural networkApplied mathematicsDynamical system (definition)Dynamical systems theoryAlgorithmMathematical optimizationArtificial intelligenceComputer sciencePhysicsQuantum mechanicsModel Reduction and Neural NetworksNeural Networks and ApplicationsGaussian Processes and Bayesian Inference