FilippoOlivo
6964f4e7d9
Rename classes and modules for GNO
2025-03-19 17:46:35 +01:00
FilippoOlivo
86fe41261b
Implement Graph Neural Operator #231
2025-03-19 17:46:34 +01:00
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
github-actions[bot]
5445559cb2
Format Python code with psf/black push ( #325 )
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* 🎨 Format Python code with psf/black
2024-08-12 18:30:46 +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
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
ndem0
e2d000ab22
🎨 Format Python code with psf/black
2024-04-09 08:43:48 +01:00
Dario Coscia
4f5d9559b2
fixing adaptive functions
2024-04-08 16:17:57 +01:00
ndem0
14dfa62402
🎨 Format Python code with psf/black
2024-04-02 09:25:30 +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
github-actions[bot]
1d1d767317
Format Python code with psf/black push ( #273 )
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* 🎨 Format Python code with psf/black
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Co-authored-by: ndem0 <ndem0@users.noreply.github.com >
Co-authored-by: Nicola Demo <demo.nicola@gmail.com >
2024-04-02 10:17:45 +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
guglielmopadula
43f69242ab
Add Averaging Neural Operator with tests and a tutorial ( #230 )
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* add Averaging Neural Operator with tests
* add backward test
* minor changes
* doc addition
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
2024-03-05 12:30:53 +01:00
ndem0
22ceee1755
🎨 Format Python code with psf/black
2024-03-01 18:17:34 +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
ndem0
cbb43a5392
🎨 Format Python code with psf/black
2024-02-09 15:11:51 +01:00
Nicola Demo
eed9d7ded3
Doc and tutorial for PODLayer
2023-12-27 16:14:11 +01:00
Dario Coscia
17464ceca9
New Residual Model and Fix relative import
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* Adding Residual MLP
* Adding test Residual MLP
* Modified relative import Continuous Conv
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
Dario Coscia
0bcaf62e59
Continuous Convolution ( #69 )
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* network handling update
* adding tutorial
* docs
2023-02-27 10:59:18 +01:00
