Commit Graph

7 Commits

Author SHA1 Message Date
ndem0
1f6ea277ad 🎨 Format Python code with psf/black 2024-10-10 18:47:22 +02:00
Giovanni_Canali
53605d5a09 initialize self-adaptive weights to 0 (#358) 2024-10-10 18:46:07 +02:00
Dario Coscia
801b6b8d34 Update RBAPINN 2024-10-10 18:46:07 +02:00
dario-coscia
cce9876751 * Fixing mean tracked loss
* Adding a PINA progress bar
2024-08-12 14:48:09 +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
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