A good tutorial of Solve Partial Differential Equations Using Deep Learning (physics informed neural networks)

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Miraboreasu
Miraboreasu on 2 Mar 2022
Edited: SEYED JAMALEDDIN MOSTAFAVI YAZDI on 28 Jun 2022 at 20:53
Hello, instead of Python, I want to learn physics informed neural networks in MATLAB. I am using R2020a
Like there is no function called initializeHe, initializezeros, etc
I found this tutorial, but I just cannot follow it. What I suppoesed is to have a complete code, then I can make breakpoints, etc to learn it. However this one too many jumps, just don't know where I should look.
Can anyone help me?

Answers (2)

David Willingham
David Willingham on 3 Mar 2022
What version of MATLAB are you using? There is a function called arraydatastore.
Did you try opening the full script in MATLAB and running from there?
>> openExample('nnet/TrainPhysicsInformedNeuralNetworkWithDLTExample')
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SEYED JAMALEDDIN MOSTAFAVI YAZDI
SEYED JAMALEDDIN MOSTAFAVI YAZDI on 28 Jun 2022 at 20:52
Edited: SEYED JAMALEDDIN MOSTAFAVI YAZDI on 28 Jun 2022 at 20:53
I had same issue. I resolved it by installing the deep learning toolbox of MATLAB.
https://www.mathworks.com/products/deep-learning.html

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