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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

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Inverse Physics Informed Neural Networks (I-PINNs).z01

Код:
https://rapidgator.net/file/ddf43f8eed1922c7de96e60ef0492ca6/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z01

Inverse Physics Informed Neural Networks (I-PINNs).z02

Код:
https://rapidgator.net/file/d5f487c44142d22ce424f31631bfc456/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z02

Inverse Physics Informed Neural Networks (I-PINNs).z03

Код:
https://rapidgator.net/file/6a659b84a30cc91d55efbe6d4fae65dc/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z03

Inverse Physics Informed Neural Networks (I-PINNs).z04

Код:
https://rapidgator.net/file/7e1b9ccfbd1ff0134a7bab3d1a6445c0/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z04

Inverse Physics Informed Neural Networks (I-PINNs).z05

Код:
https://rapidgator.net/file/ed28076dd0c8d56d59143f7ec234d4fe/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z05

Inverse Physics Informed Neural Networks (I-PINNs).z06

Код:
https://rapidgator.net/file/019eca4e2be67eaa9494059f55e6684a/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z06

Inverse Physics Informed Neural Networks (I-PINNs).z07

Код:
https://rapidgator.net/file/31211a7c9cd3282a46e9a93f1f6ac50c/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z07

Inverse Physics Informed Neural Networks (I-PINNs).z08

Код:
https://rapidgator.net/file/bc04aeb18aeac95329272ca3a740526c/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z08

Inverse Physics Informed Neural Networks (I-PINNs).z09

Код:
https://rapidgator.net/file/dcd2b3f176e2f5063b1e1f106f8916ec/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z09

Inverse Physics Informed Neural Networks (I-PINNs).z10

Код:
https://rapidgator.net/file/2e830523b36365f50d62fc941ffa0a9e/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z10

Inverse Physics Informed Neural Networks (I-PINNs).zip

Код:
https://rapidgator.net/file/f8092684f220d5021212bb2ce49dea3f/Inverse_Physics_Informed_Neural_Networks_I-PINNs.zip

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Inverse Physics Informed Neural Networks (I-PINNs).z01

Код:
https://alfafile.net/file/AuGbA/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z01

Inverse Physics Informed Neural Networks (I-PINNs).z02

Код:
https://alfafile.net/file/AuGbu/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z02

Inverse Physics Informed Neural Networks (I-PINNs).z03

Код:
https://alfafile.net/file/AuGbG/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z03

Inverse Physics Informed Neural Networks (I-PINNs).z04

Код:
https://alfafile.net/file/AuGbH/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z04

Inverse Physics Informed Neural Networks (I-PINNs).z05

Код:
https://alfafile.net/file/AuGbc/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z05

Inverse Physics Informed Neural Networks (I-PINNs).z06

Код:
https://alfafile.net/file/AuGbi/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z06

Inverse Physics Informed Neural Networks (I-PINNs).z07

Код:
https://alfafile.net/file/AuGbo/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z07

Inverse Physics Informed Neural Networks (I-PINNs).z08

Код:
https://alfafile.net/file/AuGbS/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z08

Inverse Physics Informed Neural Networks (I-PINNs).z09

Код:
https://alfafile.net/file/AuGbL/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z09

Inverse Physics Informed Neural Networks (I-PINNs).z10

Код:
https://alfafile.net/file/AuGb3/Inverse_Physics_Informed_Neural_Networks_I-PINNs.z10

Inverse Physics Informed Neural Networks (I-PINNs).zip

Код:
https://alfafile.net/file/AuGbF/Inverse_Physics_Informed_Neural_Networks_I-PINNs.zip