1 Introduction.mp4 (95.71 MB)
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2 Course Structure.mp4 (143.79 MB)
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1 Inverse PINNs Theory.mp4 (238.05 MB)
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10 Solve.mp4 (251.76 MB)
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11 Results Post Processing.mp4 (111.28 MB)
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2 Define the Problem.mp4 (62.43 MB)
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3 Define the Data.mp4 (68.58 MB)
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4 Define the Config File.mp4 (191.37 MB)
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5 Import Needed Libraries.mp4 (363.3 MB)
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6 Define the Governing Equation.mp4 (119.88 MB)
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7 Define the Deep Neural Network.mp4 (278.96 MB)
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8 Add the Data.mp4 (285.68 MB)
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9 Add Inverse Value Monitor.mp4 (84.39 MB)
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1 Deep Neural Operators Theory.mp4 (463.61 MB)
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10 Solve.mp4 (112.49 MB)
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11 Results Post Processing.mp4 (210.59 MB)
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2 Define the Problem.mp4 (77.06 MB)
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3 Define the Data.mp4 (82.27 MB)
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4 Define the Config File.mp4 (123.87 MB)
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5 Import Needed Libraries.mp4 (169.64 MB)
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6 Define the Deep Neural Network.mp4 (138.55 MB)
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7 Load the Data.mp4 (105.25 MB)
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8 Add the Data Constraint.mp4 (61.02 MB)
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9 Add Results Validator.mp4 (117.09 MB)
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1 Fourier Neural Operator (FNO) Theory.mp4 (360.71 MB)
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10 Results View.mp4 (47.84 MB)
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2 Darcy Flow Problem.mp4 (55.66 MB)
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3 Define the Config File.mp4 (154.55 MB)
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4 Import Needed Libraries.mp4 (141.35 MB)
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5 Define the Data.mp4 (236.8 MB)
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6 Define the Deep Neural Network.mp4 (79.39 MB)
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7 Add the Data Constraint.mp4 (62.61 MB)
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8 Add Validator.mp4 (60.48 MB)
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9 Solve.mp4 (79.84 MB)
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1 3D Stress Analysis Problem.mp4 (115.09 MB)
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10 Results Post Processing.mp4 (290.32 MB)
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2 Define the Config File.mp4 (169.61 MB)
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3 Import Needed Libraries.mp4 (197.75 MB)
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4 Define the Gov Eq.mp4 (189.07 MB)
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5 Define the DNN.mp4 (123.1 MB)
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6 Define the geometry - part a.mp4 (278.12 MB)
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7 Define the geometry - part b.mp4 (347.63 MB)
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8 Define the B C, Interior Constraints.mp4 (401.53 MB)
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9 Solve.mp4 (155.89 MB)
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1 3D Flow Solid Multi Domain Problem.mp4 (78.27 MB)
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10 Thermal configuration file.mp4 (245.58 MB)
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11 Thermal Import Needed Libraries.mp4 (257.95 MB)
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12 Thermal Define the Gov Eq DNN.mp4 (310.4 MB)
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13 Thermal Define the B C, Interior Constraints.mp4 (647.4 MB)
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14 Run Flow Code.mp4 (281.37 MB)
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15 Run Thermal Code.mp4 (233.99 MB)
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16 Results Review.mp4 (363.87 MB)
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2 Flow configuration file.mp4 (266.47 MB)
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3 Define the geometry - part A.mp4 (655.42 MB)
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4 Define the geometry - part B.mp4 (456.17 MB)
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5 Define the geometry - part C.mp4 (269.92 MB)
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6 Flow Import Needed Libraries.mp4 (271.17 MB)
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7 Flow Define the Gov Eq DNN.mp4 (208.17 MB)
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8 Flow Define the B C, Interior Constraints.mp4 (543.82 MB)
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9 Flow Add Monitor.mp4 (103.7 MB)
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1 Parameterized 3D Geometry.mp4 (21.42 MB)
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2 Geometry Update.mp4 (105.49 MB)
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3 Flow Network Update.mp4 (85.01 MB)
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4 Thermal Networks Updated.mp4 (10.35 MB)
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5 Run (Retrain All).mp4 (60.02 MB)
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6 Results view.mp4 (113.44 MB)
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