Tunable complexity benchmarks for evaluating physics-informed neural networks on coupled ordinary differential equations.
Alexander NewBenjamin EngAndrea C. TimmAndrew S. GearhartPublished in: CISS (2023)
Keyphrases
- ordinary differential equations
- neural network
- differential equations
- dynamic systems
- phase space
- pattern recognition
- machine learning
- artificial intelligence
- partial differential equations
- mathematical models
- numerical solution
- image analysis
- probabilistic model
- image processing
- markov random field
- numerical integration