A Physics-Informed Machine Learning Approach for Solving Heat Transfer Equation in Advanced Manufacturing and Engineering Applications.
Navid ZobeiryKeith D. HumfeldPublished in: CoRR (2020)
Keyphrases
- heat transfer
- machine learning
- nonlinear equations
- computer science
- artificial intelligence
- numerical simulations
- algebraic equations
- heat exchanger
- machine learning methods
- computational fluid dynamics
- fluid flow
- natural gas
- mathematical model
- steady state
- finite element method
- decision making
- computer vision
- natural images
- optical flow
- numerical methods
- finite difference
- lower bound
- thermal conductivity