Opportunities for machine learning in scientific discovery.
Ricardo VinuesaJean RabaultHossein AzizpourStefan BauerBingni W. BruntonArne ElofssonElias JarlebringHedvig KjellströmStefano MarkidisDavid MarleviPaola CinnellaSteven L. BruntonPublished in: CoRR (2024)
Keyphrases
- scientific discovery
- machine learning
- knowledge discovery
- human reasoning
- artificial intelligence
- machine learning methods
- decision trees
- pattern recognition
- machine learning approaches
- machine learning algorithms
- computer science
- computational intelligence
- active learning
- data analysis
- computer vision
- supervised learning
- inductive learning
- learning tasks
- explanation based learning
- knowledge acquisition
- application of machine learning methods
- text classification
- information extraction
- natural language processing
- unsupervised learning
- semi supervised learning
- database
- case based reasoning
- statistical methods
- support vector machine
- knowledge representation
- natural language
- machine learning and data mining
- reinforcement learning
- neural network
- databases