Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries.
Ali KashefiTapan MukerjiPublished in: J. Comput. Phys. (2022)
Keyphrases
- steady state
- deep learning
- steady states
- markov chain
- explicit expressions
- product form
- unsupervised learning
- operating conditions
- state dependent
- unsupervised feature learning
- deformable models
- queue length
- machine learning
- arrival rate
- heavy traffic
- higher order
- computer vision
- genetic regulatory networks
- queue size
- dynamic programming