operator-learning topic

List operator-learning repositories

PaddleScience

266
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152
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PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

TL-DeepONet

59
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9
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Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.

deeponet-acoustic-wave-prop

28
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1
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Code for training and inferring acoustic wave propagation in 3D

boon

41
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7
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Datasets and code for results presented in the BOON paper

separable-operator-networks

36
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1
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36
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Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.

fourier-neural-mappings

19
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0
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19
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An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.