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Author SHA1 Message Date
github-actions[bot]
f812d87727 🎨 Format Python code with psf/black (#348) 2024-09-27 10:35:37 +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
fefba81034 Version 0.1.2 (#336) 2024-09-03 19:00:41 +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
github-actions[bot]
1aca017e1d 🎨 Format Python code with psf/black (#333) 
Co-authored-by: ndem0 <ndem0@users.noreply.github.com>
 2024-09-03 16:53:39 +02:00
Dario Coscia
eea0cc0833 Backpropagation and fix test for OrthogonalBlock 
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
ndem0
59fc19798f 🎨 Format Python code with psf/black 2024-08-27 14:36:24 +02:00
Nicola Demo
68f5521476 Update orthogonal.py 2024-08-26 14:14:09 +02:00
ndem0
a1e041c1f0 🎨 Format Python code with psf/black 2024-08-26 14:14:09 +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
github-actions[bot]
5445559cb2 Format Python code with psf/black push (#325) 
* 🎨 Format Python code with psf/black
 2024-08-12 18:30:46 +02:00
dario-coscia
cce9876751 * Fixing mean tracked loss 
* Adding a PINA progress bar
 2024-08-12 14:48:09 +02:00
dario-coscia
0fa4e1e58a * Adding a test for all PINN solvers to assert that the metrics are correctly log 
* Adding test for Metric Tracker
* Modify Metric Tracker to correctly log metrics
 2024-08-12 14:48:09 +02:00
Dario Coscia
d00fb95d6e Fix #316 (#324) 
* solving issue
 2024-08-12 14:47:14 +02:00
Anna Ivagnes
d4ced3a7d7 Add layer to perform RBF interpolation in reduced order modeling (#315) 
* 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
luAndre00
16261c9baf Change default reduction in SystemEquation (#317) 
* Update system_equation.py
* Update test_systemequation.py
 2024-08-01 17:47:51 +02:00
Dario Coscia
f9316e359a gpu fourierembedding (#313) 
Adding gpu to fourier embedding
 2024-06-27 17:36:54 +02:00
Dario Coscia
ba79984be2 Update README.md (#311) 2024-06-20 17:56:56 +02:00
Gabriele Codega
c7973a97da Fix bug in add_points method 
* solving `add_points`

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Co-authored-by: Gabriele Codega <gcodega@pascal.maths.sissa.it>
 2024-06-20 12:57:46 +02:00
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
ndem0
7634d22ca7 🎨 Format Python code with psf/black 2024-06-11 14:15:09 +01:00
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
4b64998f45 fix embedding by removing linear layer 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
89ee010a94 Update feed_forward.py (#305) 2024-06-07 18:07:24 +02:00
github-actions[bot]
aef134cfb3 🎨 Format Python code with psf/black (#301) 
Co-authored-by: ndem0 <ndem0@users.noreply.github.com>
 2024-05-21 10:34:11 +02:00
Michele Alessi
5f89968805 adaptive refinement callback (#299) 
Fixed problem of non-constant number of points
 2024-05-21 09:51:13 +02:00
Dario Coscia
a72ce67873 fixing bug (#300) 
Co-authored-by: Monthly Tag bot <mtbot@noreply.github.com>
 2024-05-20 17:45:44 +02:00
Nicola Demo
4a6510bffd Update setup.py for python versions 2024-05-11 10:59:02 +02:00
Nicola Demo
0587e74029 version 0.1.1 2024-05-11 10:00:33 +02:00
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
39dc6c4d86 Update monthly-tag.yml (#295) 2024-05-02 17:41:56 +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
Nicola Demo
7e38fb3a82 Update stokes.py 2024-04-30 11:50:25 +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
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
Dario Coscia
56d5f3627b Update parametric_poisson.py (#276) 2024-04-03 18:29:42 +02:00