Data as the next challenge in atomistic machine learning.
Chiheb Ben MahmoudJohn L. A. GardnerVolker L. DeringerPublished in: Nat. Comput. Sci. (2024)
Keyphrases
- machine learning
- data sets
- data analysis
- database
- synthetic data
- raw data
- data collection
- databases
- high quality
- data structure
- prior knowledge
- data sources
- information extraction
- supervised learning
- machine learning algorithms
- data quality
- big data
- sensor data
- domain experts
- small number
- end users
- pattern recognition
- reinforcement learning
- artificial intelligence