Large-scale machine-learning-assisted exploration of the whole materials space.
Jonathan SchmidtNoah HoffmannHaichen WangPedro BorlidoPedro J. M. A. CarriçoTiago F. T. CerqueiraSilvana BottiMiguel A. L. MarquesPublished in: CoRR (2022)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- machine learning algorithms
- reinforcement learning
- search space
- knowledge discovery
- data mining
- materials science
- inductive logic programming
- learning materials
- space time
- knowledge acquisition
- computational intelligence
- natural language processing
- feature selection
- computer vision
- learning algorithm
- active learning
- information extraction
- real life
- text mining
- data analysis
- training data
- decision trees
- metadata
- inductive learning
- action selection
- real world