Binary structured physics-informed neural networks for solving equations with rapidly changing solutions.
Yanzhi LiuRuifan WuYing JiangPublished in: CoRR (2024)
Keyphrases
- rapidly changing
- polynomial equations
- neural network
- nonlinear equations
- artificial intelligence
- algebraic equations
- artificial neural networks
- pattern recognition
- computer science
- technological change
- back propagation
- structured data
- mathematical model
- optimal solution
- technological challenges
- boundary value problem
- gauss seidel method
- multi layer
- feed forward
- exact solution
- closed form solutions
- linear systems
- numerical solution
- linear equations
- search heuristics
- benchmark problems
- multilayer perceptron
- fault diagnosis
- combinatorial optimisation
- fuzzy logic
- evolutionary algorithm
- objective function