Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation.
Steffen SchotthöferTianbai XiaoMartin FrankCory D. HauckPublished in: ICML (2022)
Keyphrases
- structure preserving
- neural network
- pattern recognition
- information theoretic
- artificial neural networks
- test bed
- dimensionality reduction
- genetic algorithm
- case study
- self organizing maps
- neural network model
- mutual information
- mathematical model
- differential equations
- information entropy
- information theory
- multilayer perceptron
- back propagation
- fault diagnosis
- fuzzy logic
- evolutionary algorithm
- boundary value problem
- relative entropy
- hamilton jacobi
- spherical harmonics
- multi layer perceptron
- training algorithm
- artificial intelligence
- machine learning