ajacoby9
0844282335
Improve and fix spline ( #610 )
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* vectorize Cox - de Boor recursion
Co-authored-by: Filippo Olivo <folivo@filippoolivo.com >
Co-authored-by: ajacoby9 <a99jacoby@gmail.com >
* fix logic and extend tests
* add b-spline surface
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Co-authored-by: Filippo Olivo <folivo@filippoolivo.com >
Co-authored-by: GiovanniCanali <giovanni.canali98@yahoo.it >
2025-10-15 12:31:43 +02:00
Lorenzo Tomada
5966d038ff
Add SINDy model ( #660 )
2025-10-08 17:04:58 +02:00
avisquid
2108c76d14
add egno ( #602 )
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Co-authored-by: GiovanniCanali <giovanni.canali98@yahoo.it >
2025-10-03 20:37:56 +02:00
Dario Coscia
dc808c1d77
Add Normalizer Callback ( #631 )
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* 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
ef3542486c
add linear weighting
2025-09-08 14:46:33 +02:00
giovanni
c42bdd575c
add self-adaptive weighting
2025-09-08 14:46:33 +02:00
Giovanni Canali
caa67ace93
add pirate network
2025-07-28 11:28:50 +02:00
Dario Coscia
7bf7d34d0f
Dev Update ( #582 )
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* 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
1808861ab2
update doc
2025-04-23 18:53:30 +02:00
Dario Coscia
6dd7bd2825
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
2025-04-23 18:53:30 +02:00
Dario Coscia
3a7a4a0950
update doc
2025-03-19 18:00:35 +01:00
Dario Coscia
0c4ab3e571
renaming
2025-03-19 17:48:29 +01:00
Dario Coscia
2526da36bf
update doc
2025-03-19 17:48:29 +01:00
Dario Coscia
3f8665b5d8
updating rst
2025-03-19 17:48:27 +01:00
Dario Coscia
9a26c94e07
update rst
2025-03-19 17:48:26 +01:00
Dario Coscia
d411543b76
update rsts
2025-03-19 17:48:26 +01:00
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
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
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
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
cddb191fe4
Adaptive Functions ( #272 )
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* adaptive function improvement
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
2024-04-02 10:11:10 +02:00
guglielmopadula
43f69242ab
Add Averaging Neural Operator with tests and a tutorial ( #230 )
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* 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
Dario Coscia
46b366a461
update doc POD, PBCEmbeddingBlock ( #256 )
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Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.Home >
2024-03-01 18:30:00 +01:00
Dario Coscia
4cfd90b904
PBC Layer ( #252 )
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* 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
e516e779f9
Unifying integral kernel NO architectures ( #239 )
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* 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
Dario Coscia
8b7b61b3bd
Documentation for v0.1 version ( #199 )
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* 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
0c8072274e
Tutorials and Doc ( #191 )
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* Tutorial doc update
* update doc tutorial
* doc not compiling
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Co-authored-by: Dario Coscia <dcoscia@euclide.maths.sissa.it >
Co-authored-by: Dario Coscia <dariocoscia@Dario-Coscia.local >
2023-11-17 09:51:29 +01:00
