Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next.
Salvatore CuomoVincenzo Schiano Di ColaFabio GiampaoloGianluigi RozzaMaizar RaissiFrancesco PiccialliPublished in: CoRR (2022)
Keyphrases
- machine learning
- neural network
- pattern recognition
- artificial intelligence
- computer science
- data mining
- fuzzy logic
- information extraction
- machine learning methods
- decision trees
- learning systems
- self organizing maps
- feed forward
- neural nets
- natural language processing
- scientific data
- artificial neural networks
- machine learning approaches
- learning classifier systems
- computational intelligence
- computer vision
- neural network model
- back propagation
- fuzzy systems
- learning problems
- science education
- supervised machine learning
- knowledge acquisition
- semi supervised learning
- data sets
- text classification
- text mining
- knowledge representation
- learning algorithm
- machine learning algorithms
- model selection
- recurrent neural networks
- inductive learning
- supervised learning
- active learning
- learning environment
- explanation based learning
- genetic algorithm
- scientific knowledge