Scaling machine learning-based chemical plant simulation: A method for fine-tuning a model to induce stable fixed points.
Malte EsdersGimmy Alex Fernandez RamirezMichael GasteggerSatya Swarup SamalPublished in: CoRR (2023)
Keyphrases
- fine tuning
- fixed point
- probabilistic model
- machine learning
- similarity measure
- objective function
- gaussian distribution
- bayesian framework
- dynamic programming
- em algorithm
- prior information
- closed form
- cross validation
- parameter estimation
- input data
- sufficient conditions
- prior knowledge
- viable alternative
- unsupervised learning
- model selection
- regression model
- neural network
- semi supervised
- bayesian networks
- learning algorithm