Embedded-physics machine learning for coarse-graining and collective variable discovery without data.
Markus SchöberlNicholas ZabarasPhaedon-Stelios KoutsourelakisPublished in: CoRR (2020)
Keyphrases
- machine learning
- data sets
- knowledge discovery
- synthetic data
- raw data
- data analysis
- high dimensional data
- xml documents
- artificial intelligence
- machine learning algorithms
- data collection
- attribute values
- probability distribution
- sensor data
- data sources
- prior knowledge
- high quality
- computer vision
- experimental data
- database
- learning tasks
- original data
- big data
- complex data
- missing data
- data processing
- end users
- computer science
- training data
- decision trees
- social networks
- learning algorithm
- data mining