Operator inference with roll outs for learning reduced models from scarce and low-quality data.
Wayne Isaac Tan UyDirk HartmannBenjamin PeherstorferPublished in: Comput. Math. Appl. (2023)
Keyphrases
- low quality
- accurate models
- data sets
- prior knowledge
- learned models
- learning models
- high quality
- learning process
- learning algorithm
- data analysis
- hidden variables
- experimental data
- previously learned
- historical data
- data quality
- background knowledge
- data sources
- active learning
- high resolution
- training data
- statistical methods
- gray level
- data points
- reinforcement learning
- computer vision