Concepedia

Reconstruction of natural convection within an enclosure using deep neural network

Tongsheng Wang, Zhu Huang, Guang Xi

International Journal of Heat and Mass Transfer · 2020 · 60 citations · 41 references

DOI

Concepts

References

41

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text

, , +16

Numerical solution of the Navier-Stokes equations

Alexandre J. Chorin · Mathematics of Computation · 1968 · 5.3K citations

, , +15

Algorithm 778: L-BFGS-B

Ciyou Zhu, Richard H. Byrd, Peihuang Lu et al. · ACM Transactions on Mathematical Software · 1997 · 3.4K citations · Full text

, , +13

Application of a fractional-step method to incompressible Navier-Stokes equations

John Kim, Parviz Moin · Journal of Computational Physics · 1985 · 3K citations

, , +11

Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations

Maziar Raissi, Alireza Yazdani, George Em Karniadakis · Science · 2020 · 2K citations · Full text

, , +16