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03/10/2023
IC classifier: a classifier for 3D industrial components based on geometric prior using GNN
In this paper, we propose an approach to address the problem of classify...
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03/12/2021
SuperMeshing: A New Deep Learning Architecture for Increasing the Mesh Density of Metal Forming Stress Field with Attention Mechanism and Perceptual Features
In stress field analysis, the finite element analysis is a crucial appro...
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03/12/2021
SuperMeshing: A Novel Method for Boosting the Mesh Density in Numerical Computation within 2D Domain
Due to the limit of mesh density, the improvement of the spatial precisi...
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02/20/2021
Artificial Intelligence Enhanced Rapid and Efficient Diagnosis of Mycoplasma Pneumoniae Pneumonia in Children Patients
Artificial intelligence methods have been increasingly turning into a po...
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03/05/2020
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
In topology optimization using deep learning, load and boundary conditio...
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08/27/2018