thank you so much for providing this useful information

@MohammadSamara-sq8io

5 ай бұрын

Glad it was helpful!

so great! could you tell me the python and pytorch version

@MohammadSamara-sq8io

12 күн бұрын

Please watch the video we have about matching pytorch and python to make it work.

Thank you!!

@MohammadSamara-sq8io

Ай бұрын

Thank you for watching

Wonderful Video 2:56 Need more informative content on it... ❤

@MohammadSamara-sq8io

9 ай бұрын

Thank you for your kind comment I will make more PINNs videos.

Would be great to see a tutorial on the lid driven cavuty

@MohammadSamara-sq8io

3 ай бұрын

I am working on a new course on Udemy to apply PINNs using Nvidia modulus for the cavity flow case, hope it will be up within a month. Now we have detailed PINNs course on Udemy that have a flow in a channel case.

i want to ask can we solve system of ode just like system of 5 or 6 odes coupled together using pinns technique

@MohammadSamara-sq8io

5 ай бұрын

Yes you can do such thing just calculate the losses of these equations in one sum of loss that need to be minimized by the Neural network. Note that you need to equal the equations to zero and equal the right side of them to the loss value of that equation.

@azeemishaq8240

5 ай бұрын

okay thank you so much sir@@MohammadSamara-sq8io

@antoninigiulio

2 ай бұрын

Is there any clear measure of the advantage of using pinns instead of more standard methods for solving pdes?

@antoninigiulio

2 ай бұрын

Thank you

@MohammadSamara-sq8io

2 ай бұрын

​@@antoninigiulio PINNs can Generalize the solution that is training a network to get an answer very fast in time if you like you can check DeepONets and Inverse_PINNs videos it can show you how PINNs can be used in more practical ways.

how do we calculate change in physics loss wrt w1 w2 b1 b2 etc?

@MohammadSamara-sq8io

4 ай бұрын

Sorry I didn't exactly understand your question but for loss it need to minimize via optimization algorithms.

make more video on pinns

@MohammadSamara-sq8io

9 ай бұрын

Thank you for your comment, more engineering/ PINNS will come... for now Please see the following Video about solving PINNS using DeepXDE Library : kzread.info/dash/bejne/fmdlw9eepbWpdps.html Also you can see the following as an intro about the topic: kzread.info/dash/bejne/d5qitbCzYcjNkto.html

This code is not running

@MohammadSamara-sq8io

8 ай бұрын

Please be carful about the libraries installation and if they are compatible to your Python versions; search the error you are getting.

@actuarialscience2283

8 ай бұрын

​@@MohammadSamara-sq8ioThanks prof, I will do exactly that

LGTM🍛 by Hisashi Nakai

@MohammadSamara-sq8io

11 ай бұрын

Nakai sann, isashiburi, welcome to foodie channel 🍗🍖🌯🍛