Inverse Physics Informed Neural Networks (I-PINNs)
Language: English | Size:10 GB
Genre:eLearning

Files Included :

1 Introduction.mp4 (117 MB)
MP4
2 Installing Anaconda.mp4 (123.42 MB)
MP4
3 Course structure.mp4 (245.52 MB)
MP4
1 Deep Learning Theory.mp4 (181.29 MB)
MP4
2 Install PyTorch CUDA.mp4 (98.99 MB)
MP4
3 PyTorch Tensors Basics.mp4 (417.99 MB)
MP4
4 Tensors to NumPy arrays.mp4 (184.9 MB)
MP4
5 Backpropagation Theory.mp4 (375.69 MB)
MP4
6 Backpropagation using PyTorch.mp4 (131.45 MB)
MP4
1 Pre-processing.mp4 (442.66 MB)
MP4
2 Solving the Equation.mp4 (220.63 MB)
MP4
3 Post-processing.mp4 (169.43 MB)
MP4
4 Solver Failure!.mp4 (79.88 MB)
MP4
1 PINNs Theory.mp4 (186.63 MB)
MP4
2 Define the Neural Network.mp4 (239.74 MB)
MP4
3 Initial Conditions and Boundary Conditions.mp4 (526.62 MB)
MP4
4 Optimizer.mp4 (140.68 MB)
MP4
5 Loss Function.mp4 (397.34 MB)
MP4
6 Train the Model.mp4 (260.61 MB)
MP4
7 Results Evaluation.mp4 (196.98 MB)
MP4
1 Pre-processing.mp4 (334.45 MB)
MP4
2 Solving the Equation.mp4 (734.81 MB)
MP4
3 Post-processing.mp4 (124.18 MB)
MP4
4 PINNs VS TVD , Results Comparison.mp4 (184.36 MB)
MP4
1 Inverse-PINNs Theory.mp4 (238.04 MB)
MP4
2 Create The Training Data.mp4 (507.77 MB)
MP4
3 Define the Neural Network.mp4 (133.65 MB)
MP4
4 Domain Data Input.mp4 (297.29 MB)
MP4
5 Optimizer.mp4 (60.67 MB)
MP4
6 Loss Function.mp4 (296.9 MB)
MP4
7 Train the Model.mp4 (182.38 MB)
MP4
8 PINNs VS TVD VS IPINNs , Results Comparison.mp4 (161.71 MB)
MP4
1 Inverse-PINNs Problem Setting.mp4 (191.28 MB)
MP4
2 Create The Training Data -Part 1.mp4 (464.48 MB)
MP4
3 Create The Training Data -Part 2.mp4 (354.98 MB)
MP4
4 Define the Neural Network.mp4 (303.19 MB)
MP4
5 Initial Conditions and Boundary Conditions.mp4 (125.89 MB)
MP4
6 Loss Function.mp4 (73.74 MB)
MP4
7 Optimizer.mp4 (176.17 MB)
MP4
8 Train the Model.mp4 (45.4 MB)
MP4
9 Results Evaluation.mp4 (506.11 MB)
MP4




[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]

[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]
[Only registered and activated users can see links. ]