Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space.
Rasoul Najafi KoopasShahed RezaeiNatalie RauterRichard OstwaldRolf LammeringPublished in: CoRR (2024)
Keyphrases
- data sets
- data sources
- high quality
- data analysis
- data processing
- database
- synthetic data
- raw data
- training data
- data collection
- high resolution
- image data
- data points
- probability distribution
- prior knowledge
- data structure
- input space
- missing data
- experimental data
- neural network
- computer systems
- small number
- search space
- image sequences
- data mining