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53 Commits

Author SHA1 Message Date
Giovanni_Canali
35fd119a37 added rba-pinn (#308) 
* added rba-pinn
* changes to loss logger
* tests
* doc

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Co-authored-by: Monthly Tag bot <mtbot@noreply.github.com>
Co-authored-by: Nicola Demo <demo.nicola@gmail.com>
 2024-06-18 16:17:04 +02:00
Monthly Tag bot
6c3adfb03d minor fix rendering rst tutorial 2024-06-11 12:31:02 +01:00
Monthly Tag bot
e514969a43 * Adding title kwarg for plotter class 
* Create tutorial for Fourier Feature Embedding
* Update doc for tutorials
 2024-06-11 12:31:02 +01:00
Monthly Tag bot
5785b2732c * Fourier feature embedding added, and modify typos in doc Periodic Boundary Embedding. 
* Fixing doc for Periodic Boundary Embedding.
* Creating doc for Fourier Feature Embedding.
 2024-06-11 12:31:02 +01:00
Dario Coscia
e0429bb445 PINN variants addition and Solvers Update (#263) 
* gpinn/basepinn new classes, pinn restructure
* codacy fix gpinn/basepinn/pinn
* inverse problem fix
* Causal PINN (#267)
* fix GPU training in inverse problem (#283)
* Create a `compute_residual` attribute for `PINNInterface`
* Modify dataloading in solvers (#286)
* Modify PINNInterface by removing _loss_phys, _loss_data
* Adding in PINNInterface a variable to track the current condition during training
* Modify GPINN,PINN,CausalPINN to match changes in PINNInterface
* Competitive Pinn Addition (#288)
* fixing after rebase/ fix loss
* fixing final issues

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>

* Modify min max formulation to max min for paper consistency
* Adding SAPINN solver (#291)
* rom solver
* fix import

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
Co-authored-by: Anna Ivagnes <75523024+annaivagnes@users.noreply.github.com>
Co-authored-by: valc89 <103250118+valc89@users.noreply.github.com>
Co-authored-by: Monthly Tag bot <mtbot@noreply.github.com>
Co-authored-by: Nicola Demo <demo.nicola@gmail.com>
 2024-05-10 14:07:01 +02:00
Giuseppe Alessio D'Inverno
7b86661c6e Equation Class Tutorial (#287) 
* Tutorial Equation 12
* .rst and readme fix for tutorial12
* small fix
* modified rst

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2024-04-18 17:23:27 +02:00
Dario Coscia
4f5d9559b2 fixing adaptive functions 2024-04-08 16:17:57 +01:00
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
e0aeb923f3 Trainer Tutorial (#271) 
* adding tutorial trainer
* implementing deepcopy for AbstractProblem and LabelTensor to match Lightning Callbacks

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2024-04-02 10:22:30 +02:00
Dario Coscia
cddb191fe4 Adaptive Functions (#272) 
* 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
71e6086645 Update doc typos (#269) 
* Update _team.rst
* Update index.rst
 2024-03-26 11:12:31 +01:00
Dario Coscia
98f7694d6f tut10 2024-03-20 14:18:50 +01:00
Dario Coscia
ada9643c11 fix tutorials latex and links (#261) 2024-03-10 10:23:35 +01:00
Dario Coscia
4f911f88ca Fix typo tutorial geometry (#259) 
* is_inside -> sample rename
 2024-03-06 16:47:06 +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
Giuseppe Alessio D'Inverno
b10e02103b Fixing tutorials grammar (#242) 
* grammar check and sparse rephrasing
* rst created
* meta copyright adjusted
 2024-03-05 10:43:34 +01:00
Dario Coscia
46b366a461 update doc POD, PBCEmbeddingBlock (#256) 
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.Home>
 2024-03-01 18:30:00 +01:00
Dario Coscia
4cfd90b904 PBC Layer (#252) 
* 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) 
* 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
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
Nicola Demo
eed9d7ded3 Doc and tutorial for PODLayer 2023-12-27 16:14:11 +01:00
Anna Ivagnes
0b7a307cf1 Inverse problem implementation (#177) 
* inverse problem implementation

* add tutorial7 for inverse Poisson problem

* fix doc in equation, equation_interface, system_equation

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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
a9f14ac323 fix bug network 2023-11-17 09:51:29 +01:00
Dario Coscia
0d38de5afe update plotter 2023-11-17 09:51:29 +01:00
Dario Coscia
4844640727 fix Supervised/PINN solvers forward + fix tut5 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
d556c592e0 modify tutorials for plotter compatibility 2023-11-17 09:51:29 +01:00
Dario Coscia
dab5595ee6 Fix typo docs 2023-11-17 09:51:29 +01:00
Nicola Demo
0c8072274e Tutorials and Doc (#191) 
* Tutorial doc update
* update doc tutorial
* doc not compiling

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Co-authored-by: Dario Coscia <dcoscia@euclide.maths.sissa.it>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2023-11-17 09:51:29 +01:00
Nicola Demo
ac829aece9 Geometries tutorial (#187) 
Co-authored-by: Kush <54781152+SpartaKushK@users.noreply.github.com>
 2023-11-17 09:51:29 +01:00
Nicola Demo
32ff5de1f4 tutorial validation (#185) 
Co-authored-by: Ben Volokh <89551265+benv123@users.noreply.github.com>
 2023-11-17 09:51:29 +01:00
Dario Coscia
cc3332b519 Loss Fixing #182 (#184) 
* fix doc loss + adding PowerLoss
* adding loss tests folder

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2023-11-17 09:51:29 +01:00
Dario Coscia
a9b1bd2826 Tutorials v0.1 (#178) 
Tutorial update and small fixes

* Tutorials update + Tutorial FNO
* Create a metric tracker callback
* Update PINN for logging
* Update plotter for plotting
* Small fix LabelTensor
* Small fix FNO

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Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-13-250.WIFIeduroamSTUD.units.it>
Co-authored-by: Dario Coscia <dariocoscia@dhcp-176.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00
Dario Coscia
025a7ed0df ellipsoid 2023-11-17 09:51:29 +01:00
Dario Coscia
3187bce6ca fix doc/readme/joss (#146) 
* fix doc/readme/joss with API scheme

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Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-11-236.WIFIeduroamSTUD.units.it>
 2023-07-04 11:52:10 +02:00
Dario Coscia
37e9658211 minor fix 2023-05-30 10:40:39 +02:00
Dario Coscia
4e251b64f5 tutorial update 2023-05-30 10:40:39 +02:00
Dario Coscia
9de4e515f4 Tutorial (#91) 
* tutorial update
 2023-05-08 16:19:59 +02:00
Anna Ivagnes
2382ef55cd fix docs 2023-04-20 14:58:43 +02:00
Nicola Demo
2ca08b5236 Docs (#81) 
* clean `condition` module
* add docs
 2023-04-18 15:00:26 +02:00
Your Name
736c78fd64 add docs 2023-04-18 10:55:42 +02:00
Anna Ivagnes
da33aeae3a partially fix documentation (#80) 2023-04-18 10:49:01 +02:00
Dario Coscia
c536f8267f documentation (#79) 
Documentation for operator.py, span.py, plotter.py. 
Co-authored-by: Dario Coscia <dariocoscia@dhcp-128.eduroam.sissa.it>
 2023-04-18 10:48:11 +02:00
Dario Coscia
0bcaf62e59 Continuous Convolution (#69) 
* network handling update
* adding tutorial
* docs
 2023-02-27 10:59:18 +01:00
Dario Coscia
9347e79287 Tutorial3 and 1 fix (#67) 2023-01-03 10:22:24 +01:00
Dario Coscia
b3cd6d59d0 Tutorial 1 (#58) 2022-12-20 10:15:37 +01:00
Dario Coscia
43682dd4ca adding new tutorial (#42) 
* adding new tutorial
* Update tutorial.rst
 2022-12-06 11:40:42 +01:00
Nicola Demo
e6f935842e fix tutorial poisson 2022-11-29 15:06:42 +01:00
Your Name
f526a26050 fix old codes 2022-07-11 10:58:15 +02:00
Your Name
6b001c6c53 use LabelTensor, fix minor, docs 2022-03-29 18:05:26 +02:00