11-01-2023, 07:13 AM
![[Image: lyqc.png]](https://pikky.net/medium/lyqc.png)
Published 10/2023
Created by Dr.Mohammad Samara
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 41 Lectures ( 7h 48m ) | Size: 10 GB
Model Physical systems parameters with AI
What you'll learn
Understand the Theory behind PDEs equations solvers.
Build numerical based PDEs solver.
Understand the Theory behind Inverse-PINNs PDEs solvers.
Build an Inverse-PINNs code solver.
Requirements
High School Math
Basic Python knowledge
Description
This comprehensive course is designed to equip you with the skills to effectively utilize Inverse Physics-Informed Neural Networks (IPINNs). We will delve into the essential concepts of solving partial differential equations (PDEs) and demonstrate how to compute simulation parameters through the application of Inverse Physics Informed Neural Networks using data generated by solving PDEs with the Finite Difference Method (FDM).In this course, you will learn the following skills:Understand the Math behind Finite Difference Method.Write and build Algorithms from scratch to sole the Finite Difference Method.Understand the Math behind partial differential equations (PDEs).Write and build Machine Learning Algorithms to solve Inverse-PINNs using Pytorch.Write and build Machine Learning Algorithms to solve Inverse-PINNs using DeepXDE.We will cover

Who this course is for
Engineers and Programmers whom want to Learn Inverse-PINNs
Buy Premium Account From My Download Links & Get Fastest Speed.
Code:
https://rapidgator.net/file/81ed03ef2c219956a97b9c323634ae82/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part01.rar.html
https://rapidgator.net/file/d192a1fb471d8559840a09e0e2127f45/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part02.rar.html
https://rapidgator.net/file/8f0be40d328dbcb19b834e1f469fd292/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part03.rar.html
https://rapidgator.net/file/67e8964affc4c927e5b810c8c6f49b1a/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part04.rar.html
https://rapidgator.net/file/a88d6b49b16f9db4e7d78a6a03350fed/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part05.rar.html
https://rapidgator.net/file/215230d4478abea9fe6c0264539159d0/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part06.rar.html
https://rapidgator.net/file/1f9f5f93abd2a20bc97d30347af3483e/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part07.rar.html
https://rapidgator.net/file/485d35d51ce82d8e174725040acead31/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part08.rar.html
https://rapidgator.net/file/d6b4a3f3012382f562c759f6666f6f67/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part09.rar.html
https://rapidgator.net/file/e7935fbda910d34fc67c3b539ce5ea94/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part10.rar.html
https://rapidgator.net/file/88b41d1de503056dbfef367075b392be/Inverse_Physics_Informed_Neural_Networks_(I-PINNs).part11.rar.html
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