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07/19/2023
Uncertainty Quantification for Molecular Property Predictions with Graph Neural Architecture Search
Graph Neural Networks (GNNs) have emerged as a prominent class of data-d...
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10/14/2022
Convolutional Neural Networks: Basic Concepts and Applications in Manufacturing
We discuss basic concepts of convolutional neural networks (CNNs) and ou...
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01/13/2021
Convolutional Neural Nets: Foundations, Computations, and New Applications
We review mathematical foundations of convolutional neural nets (CNNs) w...
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08/27/2020