Accelerating the prediction of stable materials with machine learning.
Sean D. GriesemerYi XiaChris WolvertonPublished in: Nat. Comput. Sci. (2023)
Keyphrases
- machine learning
- prediction accuracy
- prediction error
- pattern recognition
- learning algorithm
- learning tasks
- machine learning methods
- recursive neural networks
- machine learning approaches
- prediction model
- learning problems
- machine learning algorithms
- information extraction
- support vector machine
- predictive modeling
- knowledge acquisition
- databases
- neural network
- computer science
- data mining
- decision trees
- computer vision
- knowledge base
- supervised machine learning
- prediction algorithm
- machine learning and data mining
- explanation based learning
- artificial intelligence
- information systems
- association rules
- case study
- reinforcement learning
- unsupervised learning
- text mining
- data analysis
- database
- knowledge representation
- active learning