Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables.
Max RosenkranzKarl A. KalinaJörg BrummundWaiChing SunMarkus KästnerPublished in: CoRR (2024)
Keyphrases
- neural network
- computational model
- mathematical model
- genetic algorithm
- linear regression
- training algorithm
- feed forward
- statistical models
- structural model
- internal and external
- predictive model
- mathematical models
- neural network model
- experimental data
- statistical model
- high level
- statistical methods
- probabilistic model
- classification models
- significant improvement
- training process
- computer science
- pattern recognition
- similarity measure
- unified framework