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9463ae4b15c6a633c3a803bfa0012272a581ceea
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160 Commits

Author SHA1 Message Date
github-actions[bot]
9463ae4b15 🎨 Format Python code with psf/black (#297) 
Co-authored-by: dario-coscia <dario-coscia@users.noreply.github.com>
 2024-05-10 14:08:01 +02:00
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
Dario Coscia
0e98abf204 Update label_tensor.py cpu/gpu (#292) 
* Update label_tensor.py cpu/gpu
* Update test_adaptive_refinment_callbacks.py
* Update test_optimizer_callbacks.py
 2024-04-30 18:52:09 +02:00
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
50fb3b731c 🎨 Format Python code with psf/black 2024-04-04 14:06:33 +01:00
Dario Coscia
5c50906771 R3Refinment double precision training fix (#277) 
* r3 ref double precision fix
* fix label missing


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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.Home>
 2024-04-04 14:41:49 +02:00
ndem0
14dfa62402 🎨 Format Python code with psf/black 2024-04-02 09:25:30 +01:00
Dario Coscia
766856494a Low Rank Neural Operator (#270) 
* 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
github-actions[bot]
1d1d767317 Format Python code with psf/black push (#273) 
* 🎨 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) 
* adaptive function improvement

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2024-04-02 10:11:10 +02:00
ndem0
6bc8d81a5c 🎨 Format Python code with psf/black 2024-03-20 14:20:59 +01:00
Dario Coscia
98f7694d6f tut10 2024-03-20 14:18:50 +01:00
ndem0
3d72205380 🎨 Format Python code with psf/black 2024-03-05 16:02:07 +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
ndem0
22ceee1755 🎨 Format Python code with psf/black 2024-03-01 18:17:34 +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
ndem0
c2529d325a 🎨 Format Python code with psf/black 2024-02-22 17:06:25 +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
ndem0
cbb43a5392 🎨 Format Python code with psf/black 2024-02-09 15:11:51 +01:00
Nicola Demo
6cfb8fd28b Update python versions 
* Update meta.py
* Update testing_pr.yml
 2024-02-07 16:14:46 +01:00
Dario Coscia
b38c640c4d fix codacy 2024-02-07 11:41:37 +01:00
Dario Coscia
513144dfaf modify 3d plot/ adding tests 2024-02-07 11:41:37 +01:00
Dario Coscia
927dbcf91e plotter update 2024-02-07 11:41:37 +01:00
M.Couraud
1464eee891 fix : check_components_type (#227) 
fixing components variable in plotter.py
 2024-02-06 10:39:50 +01:00
Nicola Demo
eed9d7ded3 Doc and tutorial for PODLayer 2023-12-27 16:14:11 +01:00
Nicola Demo
c656317055 pod layer 2023-12-27 16:14:11 +01:00
Nicola Demo
327d1aca5b add lenght attribute for pina dataloader 2023-12-27 16:14:11 +01:00
mathayay
4639374961 fix : gpu loss plotting 2023-11-29 17:11:20 +01:00
Nicola Demo
42cf7fcaf1 temporary fix for py37 (combinedloader) (#215) 
* temporary fix for py37 (combinedloader)
 2023-11-22 15:30:50 +01:00
Dario Coscia
6c4664227a Update condition.py error message (#214) 
* minor update in the ValueError message
 2023-11-22 14:27:18 +01:00
Dario Coscia
56bd0dac7d minor updates in garom.py 
* Removing `retain_graph` in backward for discriminator
* Fixing issues with different precision training for Lightining
 2023-11-17 16:08:29 +01:00
Dario Coscia
48b2e339b5 Update plotter.py 
* minor update for 1d plots
 2023-11-17 09:51:29 +01:00
Giovanni_Canali
9bf057e2c6 Plotter v0.1 update (#211) 
* Commented a line responsible for bugs. No labels attribute in torch.Tensor object
* codacy

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Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>
 2023-11-17 09:51:29 +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
ee39b39805 Examples update for v0.1 (#206) 
* modify examples/problems
* modify tutorials

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Co-authored-by: Dario Coscia <dariocoscia@dhcp-235.eduroam.sissa.it>
Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00
Dario Coscia
0d38de5afe update plotter 2023-11-17 09:51:29 +01:00
Dario Coscia
934ae409ff adding possibility to pass empty list in the solver 2023-11-17 09:51:29 +01:00
Dario Coscia
c90301c204 Network handles forward for all solvers 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
3f9305d475 Solvers logging (#202) 
* Modifying solvers to log every epoch correctly
* add `on_epoch` flag to logger
* fix bug in `pinn.py` `pts -> samples` in `_loss_phys`
* add `optimizer_zero_grad()` in garom generator training loop
* modify imports in `callbacks.py`
* fixing tests

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Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it>
 2023-11-17 09:51:29 +01:00
Nicola Demo
d654259428 add dataset and dataloader for sample points (#195) 
* add dataset and dataloader for sample points
* unittests
 2023-11-17 09:51:29 +01:00
Dario Coscia
cd5bc9a558 Label Tensor update (#188) 
* Update test_label_tensor.py
* adding test

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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 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
5336f36f08 update plot_samples, plot methods 2023-11-17 09:51:29 +01:00