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Multiscale graph neural network autoencoders for interpretable scientific machine learning

Shivam Barwey, Varun Shankar, Venkatasubramanian Viswanathan, Romit Maulik

2023Journal of Computational Physics34 citationsDOIOpen Access PDF

Topics & Concepts

AutoencoderInterpretabilityComputer scienceMessage passingPolygon meshArtificial intelligenceArtificial neural networkTheoretical computer scienceAlgorithmPattern recognition (psychology)Machine learningParallel computingComputer graphics (images)Model Reduction and Neural NetworksLattice Boltzmann Simulation StudiesGenerative Adversarial Networks and Image Synthesis
Multiscale graph neural network autoencoders for interpretable scientific machine learning | Litcius