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12/01/2022
Convolution, aggregation and attention based deep neural networks for accelerating simulations in mechanics
Deep learning surrogate models are being increasingly used in accelerati...
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11/01/2022
MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations
In many cutting-edge applications, high-fidelity computational models pr...
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11/02/2021
Probabilistic Deep Learning for Real-Time Large Deformation Simulations
For many novel applications, such as patient-specific computer-aided sur...
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06/24/2020
