Numerical analysis of physics-informed neural networks and related models in physics-informed machine learning.
Tim De RyckSiddhartha MishraPublished in: CoRR (2024)
Keyphrases
- numerical analysis
- machine learning
- neural network
- computer science
- pattern recognition
- machine learning methods
- image enhancement
- probabilistic model
- prior knowledge
- machine learning algorithms
- artificial intelligence
- neural network model
- learning algorithm
- parameter estimation
- complex systems
- machine learning approaches
- neural nets
- statistical methods
- statistical models
- connectionist models
- experimental data
- model selection
- knowledge acquisition
- natural language processing
- supervised learning
- control system
- multi layer
- image analysis
- reinforcement learning
- finite difference
- feature selection