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71ce8c55f6bc4608dfd22337a6f306ffcf9232d1
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30 Commits

Author SHA1 Message Date
GiovanniCanali
71ce8c55f6 fix logic and extend tests 2025-10-15 17:37:50 +02:00
GiovanniCanali
4a3748c735 Revert "Improve and fix spline (#610)" 
This reverts commit 0844282335.
 2025-10-15 17:35:24 +02:00
ajacoby9
0844282335 Improve and fix spline (#610) 
* vectorize Cox - de Boor recursion

Co-authored-by: Filippo Olivo <folivo@filippoolivo.com>
Co-authored-by: ajacoby9 <a99jacoby@gmail.com>

* fix logic and extend tests

* add b-spline surface

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Co-authored-by: Filippo Olivo <folivo@filippoolivo.com>
Co-authored-by: GiovanniCanali <giovanni.canali98@yahoo.it>
 2025-10-15 12:31:43 +02:00
Lorenzo Tomada
5966d038ff Add SINDy model (#660) 2025-10-08 17:04:58 +02:00
avisquid
2108c76d14 add egno (#602) 
Co-authored-by: GiovanniCanali <giovanni.canali98@yahoo.it>
 2025-10-03 20:37:56 +02:00
Giovanni Canali
caa67ace93 add pirate network 2025-07-28 11:28:50 +02:00
Filippo Olivo
4177bfbb50 Fix Codacy Warnings (#477) 
---------

Co-authored-by: Dario Coscia <dariocos99@gmail.com>
 2025-03-19 17:48:18 +01:00
Filippo Olivo
ab6ca78d85 Simplify Graph class (#459) 
* Simplifying Graph class and adjust tests

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Co-authored-by: Dario Coscia <dariocos99@gmail.com>
 2025-03-19 17:46:36 +01:00
gc031298
ed0a8bd5e7 renaming 2025-03-19 17:46:36 +01:00
Dario Coscia
9cae9a438f Update solvers (#434) 
* Enable DDP training with batch_size=None and add validity check for split sizes
* Refactoring SolverInterfaces (#435)
* Solver update + weighting
* Updating PINN for 0.2
* Modify GAROM + tests
* Adding more versatile loggers
* Disable compilation when running on Windows
* Fix tests

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Co-authored-by: giovanni <giovanni.canali98@yahoo.it>
Co-authored-by: FilippoOlivo <filippo@filippoolivo.com>
 2025-03-19 17:46:35 +01:00
FilippoOlivo
6964f4e7d9 Rename classes and modules for GNO 2025-03-19 17:46:35 +01:00
FilippoOlivo
54a62dee26 Bug fix in GNO and implementation of tests 2025-03-19 17:46:35 +01:00
Anna Ivagnes
5d2ca62e65 add multiple outputs possibility in DeepONet 2024-10-10 18:36:47 +02:00
Nicola Demo
4c5cb8f681 add spline model (#321) 
* add spline model
* add tests for splines
* rst files for splines

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Co-authored-by: AleDinve <giuseppealessio.d@student.unisi.it>
Co-authored-by: dario-coscia <dariocos99@gmail.com>
 2024-09-27 10:05:18 +02:00
Dario Coscia
766856494a Low Rank Neural Operator (#270) 
* 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
98f7694d6f tut10 2024-03-20 14:18:50 +01:00
guglielmopadula
43f69242ab Add Averaging Neural Operator with tests and a tutorial (#230) 
* 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
Dario Coscia
e516e779f9 Unifying integral kernel NO architectures (#239) 
* Unify integral kernel NO architectures with NeuralKernelOperator
* Implement FNO based on NeuralKernelOperator
* modify doc for FNO and add for FourierIntegralKernel, NeuralKernelOperator
* adding tests

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it>
 2024-02-21 11:15:40 +01:00
cyberguli
eb1af0b50e add models and layers backward test 2024-02-21 09:46:42 +01:00
Dario Coscia
a9f14ac323 fix bug network 2023-11-17 09:51:29 +01:00
Dario Coscia
8b7b61b3bd Documentation for v0.1 version (#199) 
* 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
5a4c114d48 variable name fix FeedForward model 2023-11-17 09:51:29 +01:00
Dario Coscia
17464ceca9 New Residual Model and Fix relative import 
* Adding Residual MLP
* Adding test Residual MLP
* Modified relative import Continuous Conv
 2023-11-17 09:51:29 +01:00
Dario Coscia
ba7371f350 MIONet addition and DeepONet modification. 
* Create MIONet base class
* DeepONet inherits from MIONet
 2023-11-17 09:51:29 +01:00
Dario Coscia
603f56d264 Neural Operator fix and addition 
* Building FNO for 1D/2D/3D data
* Fixing bug in trunk/branch net in DeepONEt
* Fixing type check bug in spectral conv
* Adding tests for FNO
* Fixing bug in Fourier Layer (conv1d/2d/3d)
 2023-11-17 09:51:29 +01:00
Dario Coscia
190ee0561d minor fixes deeponet, remove LabelTensor import 2023-11-17 09:51:29 +01:00
Dario Coscia
b029f18c49 DeepOnet implementation, LabelTensor modification 
* Implementing standard DeepOnet (trunk/branch net)
* Implementing multiple reduction/ average techniques
* Small change  LabelTensor __getitem__ for handling list
 2023-11-17 09:51:29 +01:00
Dario Coscia
15ecaacb7c Layers and Models update PR 
* add residual block
* add test conv and residual block
* modify FFN kwargs
 2023-11-17 09:51:29 +01:00
Dario Coscia
63fd068988 Lightining update (#104) 
* multiple functions for version 0.0
* lightining update
* minor changes
* data pinn  loss added
---------

Co-authored-by: Nicola Demo <demo.nicola@gmail.com>
Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-3-125.WIFIeduroamSTUD.units.it>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.station>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
Co-authored-by: Dario Coscia <dariocoscia@192.168.1.38>
 2023-11-17 09:51:29 +01:00
Dario Coscia
be11110bb2 fnn update, pinn torch models, tests update. (#88) 
* fnn update, remove labeltensors
* allow custom torch models
* updating tests

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
Co-authored-by: Dario Coscia <dariocoscia@dhcp-031.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00