Simulation By Deep Neural Operators (DeepONet)

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Files Included :

1 Introduction.mp4 (106.68 MB)
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2 Installing Anaconda.mp4 (123.32 MB)
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3 Course structure.mp4 (158.28 MB)
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4 Deep Neural Operator.mp4 (463.71 MB)
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1 Deep Learning Theory.mp4 (155.54 MB)
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2 Install PyTorch CUDA.mp4 (99.01 MB)
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3 PyTorch Tensors Basics.mp4 (418.1 MB)
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4 Tensors to NumPy arrays.mp4 (184.9 MB)
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5 Backpropagation Theory.mp4 (375.66 MB)
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6 Backpropagation using PyTorch.mp4 (131.44 MB)
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1 Numerical solution theory.mp4 (279.29 MB)
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2 Pre-processing.mp4 (364.33 MB)
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3 Solving the Equation.mp4 (234.75 MB)
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4 Post-processing.mp4 (108.62 MB)
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1 Data creation.mp4 (568.93 MB)
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2 Data Preprocessing - Part 1.mp4 (480.81 MB)
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3 Data Preprocessing - Part 2.mp4 (323.71 MB)
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4 Model Build Up.mp4 (711.96 MB)
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5 Training Process.mp4 (209.84 MB)
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6 Results Evaluation.mp4 (447.49 MB)
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1 Data creation.mp4 (709.44 MB)
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2 Data Preprocessing - Part 1.mp4 (383.45 MB)
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3 Data Preprocessing - Part 2.mp4 (230.01 MB)
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4 Model Build Up.mp4 (360.11 MB)
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5 Training Process.mp4 (268.55 MB)
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6 Results Evaluation.mp4 (458.74 MB)
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1 Data creation.mp4 (113.96 MB)
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2 Data Preprocessing.mp4 (286.76 MB)
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3 Model Build Up.mp4 (99.19 MB)
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4 Training Process.mp4 (50.84 MB)
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5 Results Evaluation.mp4 (375.26 MB)
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1 Data creation.mp4 (452.06 MB)
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1 1 NS data 10.mp4 (124.05 KB)
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2 Data Preprocessing.mp4 (685.77 MB)
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3 Model Build Up.mp4 (81.41 MB)
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4 Training Process.mp4 (46.58 MB)
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5 Results Evaluation.mp4 (388.63 MB)
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