Meaningful uncertainties from deep neural network surrogates of large-scale numerical simulations.
Gemma J. AndersonJim A. GaffneyBrian K. SpearsPeer-Timo BremerRushil AnirudhJayaraman J. ThiagarajanPublished in: CoRR (2020)
Keyphrases
- numerical simulations
- neural network
- theoretical analysis
- artificial neural networks
- neural network controller
- back propagation
- multilayer perceptron
- neural network model
- neural nets
- finite element method
- fuzzy logic
- lattice boltzmann
- feed forward
- simulation data
- computational fluid dynamics
- real time
- bp neural network
- multi layer perceptron