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02/07/2023
Analyzing the Performance of Deep Encoder-Decoder Networks as Surrogates for a Diffusion Equation
Neural networks (NNs) have proven to be a viable alternative to traditio...
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02/10/2021
Deep learning approaches to surrogates for solving the diffusion equation for mechanistic real-world simulations
In many mechanistic medical, biological, physical and engineered spatiot...
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02/09/2021
Using Deep LSD to build operators in GANs latent space with meaning in real space
Generative models rely on the key idea that data can be represented in t...
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02/27/2019
