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maziarraissi
/
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
https://maziarraissi.github.io/PINNs
MIT License
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pinns solves the three-dimensional heat conduction equation
#60
rxq0222
opened
2 months ago
0
solving pinn
#59
AAB28
opened
4 months ago
0
How do I represent random data for each value of x?
#58
tangri
opened
5 months ago
0
Add links to new implementations
#57
rezaakb
closed
6 months ago
0
Feat/add memo about burgers
#56
yskta
closed
6 months ago
0
AttributeError: module 'tensorflow' has no attribute 'set_random_seed'
#55
XiaolongJackson
opened
6 months ago
8
encountered 'ValueError: Mat 4 mopt wrong format, byteswapping problem?' in the 'cylinder_nektar_t0_vorticity.mat' file
#54
2480667859
closed
6 months ago
0
first commit. just touched checkfile
#53
Obiabanaki
closed
9 months ago
0
Shrodinger's equation
#52
Hongjinwu
closed
11 months ago
0
Is there any code about PINN using pytorch? Can you give me a link
#51
justgoinggoxixi
opened
1 year ago
3
Data in the vorticity file
#50
nzkkk
opened
1 year 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
5
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
2 years 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
3 years ago
6
can pytorch replace tensorflow
#39
turthyan
opened
3 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
9
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
3
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
4 years ago
1
Walltime for the Navier-Stokes identification code
#20
saddamhijazi
opened
4 years ago
2
Unable to see figure after running Burgers' Eq'n code
#19
moshen85
opened
4 years ago
1
cannot open the code
#18
annu2904
opened
4 years ago
1
how does the code run in tensorflow 2.x?
#17
ZhangRuibo1
opened
4 years ago
9
House keeping for reproducibility
#16
janhenrikbern
opened
4 years ago
2
Burger's Equation
#15
candyartemis
opened
4 years ago
2
Euler 1d shock
#14
lkampoli
opened
4 years ago
0
RuntimeError: Failed to process string with tex because latex could not be found
#13
liuhuanhuansky
opened
4 years ago
6
Navier-Stokes Inference
#12
0xSoliski
opened
4 years ago
4
Version of TensorFlow
#11
shahadalsh
opened
4 years ago
5
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