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L2: Neural ODEs Damped Oscillator problem [Physics Informed Machine Learning] 

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#simulation #pinns #engineering #nvidia #machinelearning #technology
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ref:
www.studysmarter.co.uk/explanations/math/mechanics-maths/damped-harmonic-oscillator/#:~:text=Types%20of%20Damping%3A%20Overdamped%2C%20critically,t%20%2B%20k%20x%20%3D%200%20.
phys.libretexts.org/Bookshelves/Mathematical_Physics_and_Pedagogy/Complex_Methods_for_the_Sciences_(Chong)/05%3A_Complex_Oscillations/5.01%3A_The_Damped_Harmonic_Oscillator#:~:text=Dividing%20by%20the%20common%20factor,the%20damped%20harmonic%20oscillator%20equation.
beltoforion.de/en/harmonic_oscillator/
tttapa.github.io/Pages/Arduino/Audio-and-Signal-Processing/VU-Meters/Damped-Harmonic-Oscillator.html

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28 июн 2024

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Комментарии : 15   
@azeemishaq8240
@azeemishaq8240 7 дней назад
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
@Dr.Mohammad_Samara 7 дней назад
I am glad you liked my course hopefully more topics will come. Thank you for encouragement.
@azeemishaq8240
@azeemishaq8240 8 дней назад
great job sir
@Dr.Mohammad_Samara
@Dr.Mohammad_Samara 8 дней назад
Please subscribe for more
@azeemishaq8240
@azeemishaq8240 7 дней назад
@@Dr.Mohammad_Samara okay sir
@Dr.Mohammad_Samara
@Dr.Mohammad_Samara 7 дней назад
Hope you can enjoy our courses in our Podia platform: www.courses.machinedecision.com/
@azeemishaq8240
@azeemishaq8240 7 дней назад
and now i am looking for this kind of course that will solve system of odes using pinns
@Dr.Mohammad_Samara
@Dr.Mohammad_Samara 7 дней назад
Thank you very much let's explore PINNs applied on ODEs.
@azeemishaq8240
@azeemishaq8240 8 дней назад
please solve system of ODEs using pinns in future videos
@Dr.Mohammad_Samara
@Dr.Mohammad_Samara 8 дней назад
Yes 👍 this is the purpose of this free course solving odes with PINNs, I-PINNs and deep neural operator.
@azeemishaq8240
@azeemishaq8240 7 дней назад
@@Dr.Mohammad_Samara thank you
@karlolelas847
@karlolelas847 3 дня назад
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
@Dr.Mohammad_Samara 3 дня назад
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
@raghavendarsridhar4403
@raghavendarsridhar4403 8 дней назад
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
@Dr.Mohammad_Samara 7 дней назад
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.