Lec.2: Neural ODEs Damped Oscillator problem [Physics Informed Machine Learning]

Рет қаралды 605

Ай бұрын

#simulation #pinns #engineering #nvidia #machinelearning #technology
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Physics Informed Neural Networks (PINNs)
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ref:
www.studysmarter.co.uk/explan....
phys.libretexts.org/Bookshelv....
beltoforion.de/en/harmonic_os...
tttapa.github.io/Pages/Arduin...

Пікірлер: 15

@Dr.Mohammad_Samara Ай бұрын

Hope you can enjoy our courses in our Podia platform: www.courses.machinedecision.com/

@azeemishaq8240 Ай бұрын

great job sir

@Dr.Mohammad_Samara Ай бұрын

Please subscribe for more

@azeemishaq8240 Ай бұрын

@@Dr.Mohammad_Samara okay sir

@azeemishaq8240 Ай бұрын

thank you so much i have been watching your videos from last 7 months and i got udemy pinns course that was great

@Dr.Mohammad_Samara Ай бұрын

I am glad you liked my course hopefully more topics will come. Thank you for encouragement.

@azeemishaq8240 Ай бұрын

and now i am looking for this kind of course that will solve system of odes using pinns

@Dr.Mohammad_Samara Ай бұрын

Thank you very much let's explore PINNs applied on ODEs.

@azeemishaq8240 Ай бұрын

please solve system of ODEs using pinns in future videos

@Dr.Mohammad_Samara Ай бұрын

Yes 👍 this is the purpose of this free course solving odes with PINNs, I-PINNs and deep neural operator.

@azeemishaq8240 Ай бұрын

@@Dr.Mohammad_Samara thank you

@raghavendarsridhar4403 Ай бұрын

Thank you for this content sir, It was very useful to me starting from berger's equation video, It would be very helpful if we could know how we can apply autograd here in this 1D system, Thank you again ....

@Dr.Mohammad_Samara Ай бұрын

Hi thank you, This series will focus on ODEs yes I think other equations are also important for us to know how to apply PINNs to.

@karlolelas847 28 күн бұрын

at 12:35 you are talking about undamped angular frequency, i.e. omega0=sqrt(k/m), omega in the cosine function is omega=sqrt(omega0^2 - delta^2) i.e. damped angular frequency...i am sure you are aware of that, but it should be said/corrected.

@Dr.Mohammad_Samara 28 күн бұрын

Thank you for your comment, I agree but my idea of this is to have a preview to the topic without getting into the how these equations derived just simple intro to use it for exact solution and then solving it with PINNs as our main focus. Thank you