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11/23/2022
SciAI4Industry – Solving PDEs for industry-scale problems with deep learning
Solving partial differential equations with deep learning makes it possi...
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04/04/2022
Towards Large-Scale Learned Solvers for Parametric PDEs with Model-Parallel Fourier Neural Operators
Fourier neural operators (FNOs) are a recently introduced neural network...
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06/04/2020
A Linear Algebraic Approach to Model Parallelism in Deep Learning
Training deep neural networks (DNNs) in large-cluster computing environm...
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09/03/2019