Interpretable discovery of new semiconductors with machine learning.
Hitarth ChoubisaPetar TodorovicJoao M. PinaDarshan H. ParmarZiliang LiOleksandr VoznyyIsaac TamblynEdward H. SargentPublished in: CoRR (2021)
Keyphrases
- machine learning
- knowledge discovery
- learning systems
- knowledge acquisition
- discovery process
- inductive learning
- machine learning algorithms
- machine learning methods
- data mining
- feature selection
- pattern recognition
- learning algorithm
- information extraction
- text classification
- statistical learning
- computer vision
- support vector machine
- model selection
- magnetic field
- supervised classification
- scientific discovery
- databases
- data analysis
- multiscale
- decision trees
- artificial intelligence
- data sets
- knowledge representation
- learning tasks
- learning problems
- inductive logic programming
- website
- machine learning approaches
- explanation based learning
- information retrieval
- data preparation