25 Commits

Author SHA1 Message Date
Dario Coscia
dc808c1d77 Add Normalizer Callback (#631)
* add normalizer callback

* implement shift and scale parameters computation

* change name files normalizer data callback

* reduce tests

* fix documentation

* add NotImplementedError for PinaGraphDataset

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Co-authored-by: FilippoOlivo <filippo@filippoolivo.com>
Co-authored-by: giovanni <giovanni.canali98@yahoo.it>
2025-09-16 17:29:05 +02:00
giovanni
96402baf20 weighting refactory
Co-authored-by: Dario Coscia <dariocos99@gmail.com>
2025-09-08 14:46:33 +02:00
FilippoOlivo
6d10989d89 fix codacy 2025-07-08 09:49:33 +02:00
Dario Coscia
c559a5763b rich error msg for check_consistency 2025-07-08 09:49:33 +02:00
Dario Coscia
7bf7d34d0f Dev Update (#582)
* Fix adaptive refinement (#571)


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Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>

* Remove collector

* Fixes

* Fixes

* rm unnecessary comment

* fix advection (#581)

* Fix tutorial .html link (#580)

* fix problem data collection for v0.1 (#584)

* Message Passing Module (#516)

* add deep tensor network block

* add interaction network block

* add radial field network block

* add schnet block

* add equivariant network block

* fix + tests + doc files

* fix egnn + equivariance/invariance tests

Co-authored-by: Dario Coscia <dariocos99@gmail.com>

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Co-authored-by: giovanni <giovanni.canali98@yahoo.it>
Co-authored-by: AleDinve <giuseppealessio.d@student.unisi.it>

* add type checker (#527)

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Co-authored-by: Filippo Olivo <filippo@filippoolivo.com>
Co-authored-by: Giovanni Canali <115086358+GiovanniCanali@users.noreply.github.com>
Co-authored-by: giovanni <giovanni.canali98@yahoo.it>
Co-authored-by: AleDinve <giuseppealessio.d@student.unisi.it>
2025-06-13 17:34:37 +02:00
Dario Coscia
6dd7bd2825 Refactoring solvers (#541)
* 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
2025-04-23 18:53:30 +02:00
giovanni
e0ad4dc8a0 fix rendering part 1 2025-03-19 17:48:27 +01:00
giovanni
df5f6ec2e1 fix utils and trainer doc 2025-03-19 17:48:26 +01:00
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
42ab1a666b Formatting
* Adding black as dev dependency
* Formatting pina code
* Formatting tests
2025-03-19 17:46:36 +01:00
Dario Coscia
df673cad4e Renaming
* solvers -> solver
* adaptive_functions -> adaptive_function
* callbacks -> callback
* operators -> operator
* pinns -> physics_informed_solver
* layers -> block
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
dd43c8304c Codacy correction 2025-03-19 17:46:34 +01:00
ndem0
cbb43a5392 🎨 Format Python code with psf/black 2024-02-09 15:11:51 +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
Nicola Demo
bb066f7681 Update utils.py 2023-11-17 09:51:29 +01:00
Kush
62ec69ccac edited utils to take list (#115)
* enhanced difference domain
* refactored utils
* fixed typo
* added tests
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Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>
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
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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
Nicola Demo
0e3625de80 equation class, fix minor bugs, diff domain (#89)
* equation class
* difference domain
* dummy dataloader
* writer class
* refactoring and minor fix
2023-11-17 09:51:29 +01:00
Francesco Andreuzzi
7ce080fd85 Generic DeepONet (#68)
* generic deeponet
* example for generic deeponet
* adapt tests to new interface
2023-01-11 12:07:19 +01:00
Dario Coscia
20f4327b27 lh solved (#55) 2022-12-12 17:00:18 +01:00
Dario Coscia
dbd78c9cf3 batch_enhancement (#51) 2022-12-12 11:09:20 +01:00
Francesco Andreuzzi
055c1ba964 fix 2022-12-09 11:03:54 +01:00
Francesco Andreuzzi
e974801df2 Minor cleanup (#45)
* cleanup
* codacy
* move merge_tensors to utils.py
2022-12-06 11:35:04 +01:00
Nicola Demo
18e5d235bc create utils.py, method for parameters count 2022-11-28 12:39:28 +01:00