Add Tensorization Example Applied to Battery Thermal Analysis#19
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jonahweiss wants to merge 10 commits intomatlab-deep-learning:mainfrom
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Add Tensorization Example Applied to Battery Thermal Analysis#19jonahweiss wants to merge 10 commits intomatlab-deep-learning:mainfrom
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The example is a live M script:
tensorizedFourierNeuralOperatorForBatteryCoolingAnalysis.mdemonstrating the application of the paper Multi-Grid Tensorized Fourier Neural Operator for High-Resolution PDEs to the Battery Heat Analysis example.Once the support files containing pregenerated simulation data are live, the URL variable
pregeneratedSimulationDataURLin the example will need to be set, and then the functiondownloadSimulationData.mmay download and unzip the data from the given URL.The
tfno/folder includes the implementation of the TFNO 3D model.The
lossFunctions/folder includes the implementation of the relative H1 loss.The
trainingPartitions.mandcreateBatteryModuleGeometry.mfunctions are taken from the existing Battery Heat Analysis example.