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07/29/2023
ADR-GNN: Advection-Diffusion-Reaction Graph Neural Networks
Graph neural networks (GNNs) have shown remarkable success in learning r...
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03/09/2021
An Introduction to Deep Generative Modeling
Deep generative models (DGM) are neural networks with many hidden layers...
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03/27/2019
Neural-networks for geophysicists and their application to seismic data interpretation
Neural-networks have seen a surge of interest for the interpretation of ...
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03/06/2019
IMEXnet: A Forward Stable Deep Neural Network
Deep convolutional neural networks have revolutionized many machine lear...
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05/20/2018
