maziarraissi PINNs issues

maziarraissi / PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

https://maziarraissi.github.io/PINNs

MIT License

3.45k stars 1.21k forks source link

issues

Newest

Newest Most commented Recently updated Oldest Least commented Least recently updated

How do I represent random data for each value of x?

#58 tangri opened 2 weeks ago
0
Add links to new implementations

#57 rezaakb closed 1 month ago
0
Feat/add memo about burgers

#56 yskta closed 1 month ago
0
AttributeError: module 'tensorflow' has no attribute 'set_random_seed'

#55 XiaolongJackson opened 1 month ago
1
encountered 'ValueError: Mat 4 mopt wrong format, byteswapping problem?' in the 'cylinder_nektar_t0_vorticity.mat' file

#54 2480667859 closed 2 months ago
0
first commit. just touched checkfile

#53 Obiabanaki closed 5 months ago
0
Shrodinger's equation

#52 Hongjinwu closed 6 months ago
0
Is there any code about PINN using pytorch? Can you give me a link

#51 justgoinggoxixi opened 7 months ago
3
Data in the vorticity file

#50 nzkkk opened 11 months ago
1
How to add the training data?

#49 nzkkk opened 1 year ago
1
some improvement need to run on tensorflow v2

#48 M-R-FARHADI opened 1 year ago
2
Failed to process string with tex because latex could not be found

#47 arre-ankit opened 1 year ago
1
Darcy's flow in multiscale porous media

#46 ach14012022 opened 1 year ago
0
error on tf.contrib.opt.ScipyOptimizerInterface

#45 AmirNoori68 opened 1 year ago
4
Faster response

#44 amiralizadeh1 opened 1 year ago
2
burgers equation PINN idea

#43 Aiswaryamg closed 2 years ago
2
Physics Informed Neural Networks: a starting step for CFD specialists

#42 Vaezi92 opened 2 years ago
0
New reposit: a starting step for CFD specialists

#41 Vaezi92 closed 2 years ago
0
Try in tensorflow2.6 by myself. But had some problems. Hope get some help!

#40 Liozizy opened 2 years ago
6
can pytorch replace tensorflow

#39 turthyan opened 2 years ago
1
A problem about experiment settings

#38 ZhWL123456 opened 3 years ago
0
Don't quite understand the mechanism of encoding of PDE part

#37 WeiZhang111 opened 3 years ago
0
cannot import name 'newfig' from 'plotting'

#36 WeiZhang111 opened 3 years ago
8
save weight of the model

#35 Hochinghao opened 3 years ago
4
tf.exp() for lambda_2 in KdV function

#34 cruzchue opened 3 years ago
5
How to solve equations with a second or higher order derivative in time, like the wave equation?

#33 adsmendesdaniel opened 3 years ago
2
more than two snapshots

#32 cruzchue opened 3 years ago
4
Which lambda is used on data-driven solutions of Schrödinger equation

#31 zhouyium opened 3 years ago
1
plotting u and v parts separately

#30 aigerimhatake opened 3 years ago
0
Opyimisation in TF2

#29 Aiswaryamg opened 3 years ago
0
continuous_time_identification (Burgers)

#28 omerbme opened 3 years ago
2
TF 2 for Schrodinger equation

#27 aigerimhatake opened 3 years ago
1
Pinn

#26 ghost opened 3 years ago
1
What exactly are dummy variables and fwd_gradients methods doing in discrete inference of Burgers Eq?

#25 sai-karthikeya-vemuri opened 3 years ago
6
Optimizer

#24 pacorikos opened 3 years ago
1
Loading the Data

#23 pacorikos closed 3 years ago
0
Saving the Trained models

#22 ankitlohiya212 opened 3 years ago
2
IRK weights txt documents

#21 gladys-zheng opened 3 years ago
1
Walltime for the Navier-Stokes identification code

#20 saddamhijazi opened 3 years ago
2
Unable to see figure after running Burgers' Eq'n code

#19 moshen85 opened 3 years ago
1
cannot open the code

#18 annu2904 opened 3 years ago
1
how does the code run in tensorflow 2.x?

#17 ZhangRuibo1 opened 3 years ago
9
House keeping for reproducibility

#16 janhenrikbern opened 3 years ago
2
Burger's Equation

#15 candyartemis opened 3 years ago
2
Euler 1d shock

#14 lkampoli opened 3 years ago
0
RuntimeError: Failed to process string with tex because latex could not be found

#13 liuhuanhuansky opened 3 years ago
6
Navier-Stokes Inference

#12 sfalas01 opened 3 years ago
4
Version of TensorFlow

#11 shahadalsh opened 4 years ago
5
I don't quite understand what the exact solution you have here represent, and how those exact solution are calculated?

#10 ssp20190918 opened 4 years ago
5
I can't find pyODE this document.

#9 ssp20190918 opened 4 years ago
2