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61 Commits

Author SHA1 Message Date
Giovanni Canali
fca3db7926 fix bugs for helmholtz and advection (#686) 2025-10-30 10:15:38 +01:00
Giovanni Canali
4e37468460 Update Laplace class and add unit tests (#645) 2025-09-22 15:05:28 +02:00
giovanni
4ad939fdb9 fix connection issue 2025-07-31 12:12:25 +02:00
Dario Coscia
09596a912c fix connection problem.zoo 2025-07-31 12:12:25 +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
3c301acf18 formatting 2025-03-19 17:48:29 +01:00
Dario Coscia
2526da36bf update doc 2025-03-19 17:48:29 +01:00
giovanni
aea24d0bee standardize module docstring 2025-03-19 17:48:27 +01:00
Dario Coscia
0fcb78bc51 modify poisson inv 2025-03-19 17:48:27 +01:00
giovanni
c164db874b black formatter 2025-03-19 17:48:27 +01:00
giovanni
d2e3f458ab fix rendering part 2 2025-03-19 17:48:27 +01:00
giovanni
e0ad4dc8a0 fix rendering part 1 2025-03-19 17:48:27 +01:00
giovanni
66b49ea438 fix problem doc 2025-03-19 17:48:26 +01:00
Dario Coscia
6ce0bafc2b Update Tutorials 0.2 (#490) 2025-03-19 17:48:25 +01:00
Giovanni Canali
f67467e5bd Adding new problems to problem.zoo (#484) 
* adding problems
* add tests
* update doc + formatting

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Co-authored-by: Dario Coscia <dariocos99@gmail.com>
 2025-03-19 17:48:22 +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
Filippo Olivo
a0cbf1c44a Improve conditions and refactor dataset classes (#475) 
* Reimplement conditions

* Refactor datasets and implement LabelBatch

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Co-authored-by: Dario Coscia <dariocos99@gmail.com>
 2025-03-19 17:46:36 +01:00
Dario Coscia
42ab1a666b Formatting 
* Adding black as dev dependency
* Formatting pina code
* Formatting tests
 2025-03-19 17:46:36 +01:00
FilippoOlivo
ff43a7492b Rename files 2025-03-19 17:46:36 +01:00
Dario Coscia
886bd23fdb Back compatibility 0.1 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
Filippo Olivo
780c4921eb Add Supervised Problem (#451) 
* Add SuperviedProblem class in problem zoo
 2025-03-19 17:46:35 +01:00
FilippoOlivo
195224794f Implement custom sampling logic 2025-03-19 17:46:35 +01:00
FilippoOlivo
f578b2ed12 Introduce add_points method in AbstractProblem, removed unused comments in Collector class and add the test for add_points and codacy corrections 2025-03-19 17:46:35 +01:00
FilippoOlivo
004cbc00c0 problem.input_pts takes into consideration also input_points coming from InputOutputCondition 2025-03-19 17:46:35 +01:00
FilippoOlivo
c4749efc8b Use Poisson problem from problems zoo in test_problem and minor fix in AbstractProblem 2025-03-19 17:46:35 +01:00
Nicola Demo
84775849d1 fix tests 2025-03-19 17:46:35 +01:00
Nicola Demo
effd1e83bb clean logic, fix problems for tutorial1 2025-03-19 17:46:35 +01:00
Nicola Demo
f2340cd4ee fix some tests 2025-03-19 17:46:34 +01:00
Filippo Olivo
a27bd35443 Implementation of DataLoader and DataModule (#383) 
Refactoring for 0.2
* Data module, data loader and dataset
* Refactor LabelTensor
* Refactor solvers

Co-authored-by: dario-coscia <dariocos99@gmail.com>
 2025-03-19 17:46:34 +01:00
FilippoOlivo
dd43c8304c Codacy correction 2025-03-19 17:46:34 +01:00
FilippoOlivo
ea3d1924e7 Improve efficiency and refact LabelTensor, codacy correction and fix bug in PinaBatch 2025-03-19 17:46:34 +01:00
Dario Coscia
b9753c34b2 minor changes/ trainer update 2025-03-19 17:46:33 +01:00
Filippo Olivo
7528f6ef74 Update of LabelTensor class and fix Simplex domain (#362) 
*Implement new methods in LabelTensor and fix operators
 2025-03-19 17:46:33 +01:00
Dario Coscia
1bd3f40f54 * Adding Collector for handling data sampling/collection before dataset/dataloader 
* Modify domain by adding sample_mode, variables as property
* Small change concatenate -> cat in lno/avno
* Create different factory classes for conditions
 2025-03-19 17:46:33 +01:00
FilippoOlivo
30f865d912 Fix bugs in 0.2 (#344) 
* Fix some bugs
 2025-03-19 17:46:33 +01:00
Nicola Demo
9d9c2aa23e supervised working 2025-03-19 17:46:33 +01:00
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
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
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
Dario Coscia
a72ce67873 fixing bug (#300) 
Co-authored-by: Monthly Tag bot <mtbot@noreply.github.com>
 2024-05-20 17:45:44 +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
ndem0
cbb43a5392 🎨 Format Python code with psf/black 2024-02-09 15:11:51 +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
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
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
4d1187898f Adaptive Refinment and Multiple Optimizer callbacks 
* Implementing a callback to switch between optimizers during training
* Implementing the R3Refinment for collocation points
* Modify trainer -> dataloader is created or updated by calling `_create_or_update_loader`
* Adding `add_points` routine to AbstractProblem so that new points can be added without resampling from scratch
 2023-11-17 09:51:29 +01:00
Pasquale Africa
6c627c70e3 Rename nabla -> laplacian 2023-11-17 09:51:29 +01:00
Dario Coscia
92e0e4920b CPU/GPU/TPU training (#159) 
* device training

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Co-authored-by: Dario Coscia <dcoscia@lovelace.maths.sissa.it>
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local>
 2023-11-17 09:51:29 +01:00