Dario Coscia
1bb3c125ac
Refactoring solvers ( #541 )
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* Refactoring solvers
* Simplify logic compile
* Improve and update doc
* Create SupervisedSolverInterface
* Specialize SupervisedSolver and ReducedOrderModelSolver
* Create EnsembleSolverInterface + EnsembleSupervisedSolver
* Create tests ensemble solvers
* formatter
* codacy
* fix issues + speedup test
2025-04-17 10:48:32 +02:00
github-actions[bot]
578c5bc2f4
export tutorials changed in 5aec5f5 ( #540 )
2025-04-17 10:48:32 +02:00
Dario Coscia
c9cb8bf201
update doc
2025-04-17 10:48:32 +02:00
Dario Coscia
b0dd952440
renaming
2025-04-17 10:48:32 +02:00
Giuseppe Alessio D'Inverno
01aeb17673
Neural Tangent Kernel integration + typo fix ( #505 )
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* NTK weighting + typo fixing
* black code formatter + .rst docs
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Co-authored-by: Dario Coscia <dariocos99@gmail.com >
2025-04-17 10:48:32 +02:00
FilippoOlivo
ff191c9611
Remove useless line in sphinx config file
2025-04-17 10:48:32 +02:00
Dario Coscia
b4c30eeb16
modify conf.py
2025-04-17 10:48:32 +02:00
Dario Coscia
054cfb496e
automodule loss + update doc workflow
2025-04-17 10:48:32 +02:00
github-actions[bot]
9b825845f9
export tutorials changed in 762dc7f ( #500 )
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Co-authored-by: dario-coscia <dario-coscia@users.noreply.github.com >
2025-04-17 10:48:32 +02:00
Dario Coscia
2a21cff4fb
adding layout.html template
2025-04-17 10:48:32 +02:00
Dario Coscia
19084426e9
update cite/team
2025-04-17 10:48:32 +02:00
Dario Coscia
58f8bb4e1a
update contributing
2025-04-17 10:48:32 +02:00
Dario Coscia
480140dd31
update doc
2025-04-17 10:48:31 +02:00
github-actions[bot]
ae1fd2680f
export tutorials changed in c161138 ( #498 )
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Co-authored-by: dario-coscia <dario-coscia@users.noreply.github.com >
2025-04-17 10:48:31 +02:00
Dario Coscia
0913f98ab3
remove tutorials html
2025-04-17 10:48:31 +02:00
Dario Coscia
3ff9f0c9a2
Automatize Tutorials html, py files creation ( #496 )
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* workflow to export tutorials
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2025-04-17 10:48:31 +02:00
Dario Coscia
fd2b50fc06
updating rst
2025-04-17 10:48:31 +02:00
Dario Coscia
2bf0b625ad
update rst
2025-04-17 10:48:31 +02:00
Dario Coscia
0408f2564c
update rsts
2025-04-17 10:48:31 +02:00
Dario Coscia
65d9c06514
adaptive_functions rst
2025-04-17 10:48:31 +02:00
Dario Coscia
905097880a
start refactoring
2025-04-17 10:48:31 +02:00
Filippo Olivo
4177bfbb50
Fix Codacy Warnings ( #477 )
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Co-authored-by: Dario Coscia <dariocos99@gmail.com >
2025-03-19 17:48:18 +01:00
Dario Coscia
a2c08ae211
update toml + doc ( #467 )
2025-03-19 17:46:36 +01:00
HGangloff
59c9a173b4
Correct derivatives in Burgers equation ( #389 )
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* Correct derivatives in Burgers equation
2024-12-09 13:13:07 +01:00
AleDinve
db521ef468
check on Colab option
2024-11-05 21:16:44 +01:00
AleDinve
a5e326c927
Data for Colab / colorblind setting
2024-11-05 21:16:44 +01:00
Giuseppe Alessio D'Inverno
78ed2a67a2
Colab tutorials ( #367 )
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* Colab Button & Run added
2024-10-22 15:47:33 +02:00
Pasquale Claudio Africa
b3ffca3f11
Fix typo in documentation ( #354 )
2024-10-02 11:10:31 +02:00
Nicola Demo
4c5cb8f681
add spline model ( #321 )
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* 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
4900278d78
update doc ( #335 )
2024-09-03 18:58:54 +02:00
Dario Coscia
25dc5693ff
fixing documentation issues
2024-09-03 17:33:21 +02:00
Anna Ivagnes
62d50e2455
add OrthogonalBlock to make input orthonormal
2024-08-26 10:48:59 +02:00
Zahra Mirzaiyan Dehkordi
0d135f5786
Gmail icon added, PINA team page updated
2024-08-23 11:44:24 +02:00
Zahra Mirzaiyan Dehkordi
37d22b617a
deleted sphinx_rtd_theme from the extensions
2024-08-23 11:44:24 +02:00
Zahra Mirzaiyan Dehkordi
827532a3a8
deleting old logo
2024-08-23 11:44:24 +02:00
Zahra Mirzaiyan Dehkordi
02846c56b9
minor changes, version edited
2024-08-23 11:44:24 +02:00
Zahra Mirzaiyan Dehkordi
7939708860
Logo color and font, adding PINA twitter
2024-08-23 11:44:24 +02:00
Zahra Mirzaiyan Dehkordi
7f51279c0b
Added Contributing, Cite PINA, License to the navigation bar
2024-08-23 11:44:24 +02:00
dario-coscia
a09c17209d
starting doc
2024-08-23 11:44:24 +02:00
dario-coscia
cce9876751
* Fixing mean tracked loss
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* Adding a PINA progress bar
2024-08-12 14:48:09 +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
Giovanni_Canali
35fd119a37
added rba-pinn ( #308 )
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* 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
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* 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.
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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
e0429bb445
PINN variants addition and Solvers Update ( #263 )
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* 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 )
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* 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 )
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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
e0aeb923f3
Trainer Tutorial ( #271 )
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* 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
