Impressive computational acceleration by using machine learning for 2-dimensional super-lubricant materials discovery.
Marco FronziMutaz Abu GhazalehOlexandr IsayevDavid A. WinklerJoe ShapterMichael J. FordPublished in: CoRR (2019)
Keyphrases
- machine learning
- knowledge discovery
- machine learning methods
- data mining
- learning algorithm
- active learning
- multi dimensional
- machine learning algorithms
- computational power
- mathematical programming
- inductive learning
- information extraction
- computational chemistry
- real time
- scientific discovery
- learning materials
- text classification
- computer science
- pattern recognition
- artificial intelligence
- model selection
- unsupervised learning
- text mining
- learning tasks
- learning problems
- pattern discovery
- social networks
- search engine
- neural network
- supervised machine learning
- databases