Dario Coscia
eea0cc0833
Backpropagation and fix test for OrthogonalBlock
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Co-authored-by: Dario Coscia <dariocos99@gmail.com >
Co-authored-by: Gabriele Codega <gcodega@pascal.maths.sissa.it >
2024-09-03 16:51:10 +02:00
Anna Ivagnes
62d50e2455
add OrthogonalBlock to make input orthonormal
2024-08-26 10:48:59 +02:00
Anna Ivagnes
d4ced3a7d7
Add layer to perform RBF interpolation in reduced order modeling ( #315 )
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* add RBF implementation in pytorch (in layers)
* add POD-RBF example (baseline for nonintrusive closure)
* Add POD only and POD+RBF implementation
* add POD-RBF in tutorial 8
2024-08-12 14:46:22 +02:00
Monthly Tag bot
4b64998f45
fix embedding by removing linear layer
2024-06-11 12:31:02 +01:00
Monthly Tag bot
5785b2732c
* Fourier feature embedding added, and modify typos in doc Periodic Boundary Embedding.
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* Fixing doc for Periodic Boundary Embedding.
* Creating doc for Fourier Feature Embedding.
2024-06-11 12:31:02 +01:00
Dario Coscia
4f5d9559b2
fixing adaptive functions
2024-04-08 16:17:57 +01:00
Dario Coscia
766856494a
Low Rank Neural Operator ( #270 )
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* add the Low Rank Neural Operator as Model
* add the Low Rank Layer as Layer
* adding tests
* adding doc
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
Co-authored-by: Nicola Demo <demo.nicola@gmail.com >
2024-04-02 10:24:23 +02:00
Dario Coscia
cddb191fe4
Adaptive Functions ( #272 )
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* adaptive function improvement
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
2024-04-02 10:11:10 +02:00
Dario Coscia
15136e13f8
fix test PeriodicBoundaryEmbedding ( #257 )
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* fix test PeriodicBoundaryEmbedding
* fix tests
2024-03-04 11:50:27 +01:00
Dario Coscia
4cfd90b904
PBC Layer ( #252 )
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* update docs/tests
* tutorial and device fix
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it >
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.lan >
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.Home >
2024-03-01 18:15:45 +01:00
Dario Coscia
c92a2832d5
Change PODLayer name ( #251 )
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* rename PODBlock
* add tutorial rst
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.lan >
2024-02-29 16:01:01 +01:00
cyberguli
eb1af0b50e
add models and layers backward test
2024-02-21 09:46:42 +01:00
Nicola Demo
c656317055
pod layer
2023-12-27 16:14:11 +01:00
Dario Coscia
8b7b61b3bd
Documentation for v0.1 version ( #199 )
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* Adding Equations, solving typos
* improve _code.rst
* the team rst and restuctore index.rst
* fixing errors
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Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it >
2023-11-17 09:51:29 +01:00
Dario Coscia
83ecdb0eab
Fourier Block and minor fixes
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* Adding fourier block 1d/2d/3d
* Adding docs to SpectralConvBlock1D/2D/3D and to FourierBlock1D/2D/3D
* Adding tests for fourier block
2023-11-17 09:51:29 +01:00
Dario Coscia
b7f9694cb9
Spectral Convolution Addition
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* Implementing 1D/2D/3D spectral conv
* Implementing tests for 1D/2D/3d spectral conv
2023-11-17 09:51:29 +01:00
Dario Coscia
15ecaacb7c
Layers and Models update PR
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* add residual block
* add test conv and residual block
* modify FFN kwargs
2023-11-17 09:51:29 +01:00
