Scientific Machine Learning Through Physics-Informed Neural Networks: Where we are and What's Next.
Salvatore CuomoVincenzo Schiano Di ColaFabio GiampaoloGianluigi RozzaMaziar RaissiFrancesco PiccialliPublished in: J. Sci. Comput. (2022)
Keyphrases
- machine learning
- neural network
- artificial intelligence
- pattern recognition
- computer science
- data mining
- learning algorithm
- reinforcement learning
- machine learning algorithms
- scientific data
- back propagation
- genetic algorithm
- computer vision
- data analysis
- neural nets
- feed forward
- neural network model
- machine learning methods
- learning systems
- unsupervised learning
- artificial neural networks
- knowledge acquisition
- scientific discovery
- learning tasks
- fuzzy systems
- explanation based learning
- activation function
- computational biology
- supervised machine learning
- natural language
- training algorithm
- adaptive resonance theory
- inductive learning
- statistical methods
- self organizing maps
- feature selection
- model selection
- computational intelligence
- fuzzy logic
- active learning