Ensemble models outperform single model uncertainties and predictions for operator-learning of hypersonic flows.
Victor J. LeonNoah FordHonest MremaJeffrey GilbertAlexander NewPublished in: CoRR (2023)
Keyphrases
- learned models
- learning models
- prior knowledge
- probabilistic model
- accurate models
- classification models
- experimental data
- analytical model
- generic model
- statistical model
- neural network
- mathematical model
- hybrid model
- mathematical models
- learning scheme
- neural nets
- learning algorithm
- parameter estimation
- learning process
- neural network model
- forecast models
- computational model
- linear model
- predictive model
- modeling framework
- probability distribution
- multiple models
- akaike information criterion
- models built
- feature selection
- latent variable models
- hidden markov models
- supervised learning
- autoregressive
- statistical models
- learning tasks