Solve 2D Partial Differential Equations Using Deep Learning
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Can MATLAB center give more cases concerning solving 2D Partial Differential Equations (i.e., Heat transport equation) Using Deep Learning?
Compared with solving the 1D Burger's equation with deep learning (https://ch.mathworks.com/help/deeplearning/ug/solve-partial-differential-equations-using-deep-learning.html), how can I set the boundary and initial conditions during the process of solving 2D PDEs?
3 Kommentare
CSCh
am 16 Dez. 2021
Hi JULEI, I did not understand your question. In principle, you have to expand the 1D case to 2D easily by initialize your initial conditions for 2 variables, e.g, x,y and also the PDE u,v.
Regrads,
Chris
Torsten
am 16 Dez. 2021
@ Chris:
See e.g.
https://arxiv.org/abs/1708.07469
JULEI
am 16 Dez. 2021
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