Calibrating constitutive models with full-field data via physics informed neural networks.
Craig M. HamelKevin N. LongSharlotte L. B. KramerPublished in: CoRR (2022)
Keyphrases
- neural network
- data sets
- prior knowledge
- database
- high quality
- accurate models
- historical data
- complex data
- experimental data
- synthetic data
- end users
- data processing
- statistical methods
- spatial data
- learning algorithm
- artificial intelligence
- training data
- artificial neural networks
- sensor data
- data analysis
- knowledge discovery
- pattern recognition
- data collection
- raw data
- data quality
- input data
- empirical data
- data sources