Learning Physics from Data: A Thermodynamic Interpretation.
Francisco ChinestaElías CuetoMiroslav GrmelaBeatriz MoyaMichal PavelkaMartin SípkaPublished in: SPIGL (2020)
Keyphrases
- training data
- prior knowledge
- data sets
- original data
- active learning
- data points
- small number
- complex data
- background knowledge
- data processing
- data distribution
- learning systems
- synthetic data
- domain experts
- knowledge acquisition
- experimental data
- image data
- data sources
- raw data
- learning tasks
- human experts
- positive examples
- learned models
- missing data
- statistical analysis
- data collection
- supervised learning
- end users
- probabilistic model
- learning process
- data analysis
- reinforcement learning
- feature selection
- machine learning
- databases