Multimodal machine learning for materials science: composition-structure bimodal learning for experimentally measured properties.
Sheng GongShuo WangTaishan ZhuYang Shao-HornJeffrey C. GrossmanPublished in: CoRR (2023)
Keyphrases
- machine learning
- learning algorithm
- knowledge acquisition
- learning problems
- learning systems
- learning tasks
- active learning
- supervised learning
- neural network
- online learning
- learning process
- inductive learning
- explanation based learning
- materials science
- information extraction
- knowledge discovery
- prior knowledge
- reinforcement learning
- recent advances
- background knowledge
- machine learning methods
- e learning
- databases
- inductive inference