Dev Updates #743

GiovanniCanali · 2025-12-11T09:08:02Z

Description

This PR fixes:

Checklist

Code follows the project’s Code Style Guidelines
Tests have been added or updated
Documentation has been updated if necessary
Pull request is linked to an open issue

Co-authored-by: Dario Coscia <[email protected]>

* export tutorials changed in 9f21bfb --------- Co-authored-by: dario-coscia <[email protected]>

github-actions · 2025-12-11T09:15:19Z

Code Coverage Summary

Filename                                                                  Stmts    Miss  Cover    Missing
----------------------------------------------------------------------  -------  ------  -------  ----------------------------------------------------------------------------------------------
__init__.py                                                                   7       0  100.00%
graph.py                                                                    114      11  90.35%   99-100, 112, 124, 126, 142, 144, 166, 169, 182, 271
label_tensor.py                                                             251      24  90.44%   81, 121, 148, 165, 177, 182, 188-193, 273, 280, 332, 348, 444-447, 490, 537, 629, 664-673, 710
operator.py                                                                  72       2  97.22%   269, 465
trainer.py                                                                   86       5  94.19%   210-219, 308, 329, 333
type_checker.py                                                              22       0  100.00%
utils.py                                                                     73       7  90.41%   59, 75, 141, 178, 181, 184, 268
adaptive_function/__init__.py                                                 3       0  100.00%
adaptive_function/adaptive_function.py                                       55       0  100.00%
adaptive_function/adaptive_function_interface.py                             51       6  88.24%   98, 141, 148-151
callback/__init__.py                                                          7       0  100.00%
callback/optim/switch_optimizer.py                                           23       0  100.00%
callback/optim/switch_scheduler.py                                           21       0  100.00%
callback/processing/metric_tracker.py                                        24       3  87.50%   37-38, 68
callback/processing/normalizer_data_callback.py                              68       1  98.53%   141
callback/processing/pina_progress_bar.py                                     26       2  92.31%   90, 93
callback/refinement/__init__.py                                               3       0  100.00%
callback/refinement/r3_refinement.py                                         26       1  96.15%   102
callback/refinement/refinement_interface.py                                  50       5  90.00%   32, 59, 67, 72, 78
condition/__init__.py                                                         7       0  100.00%
condition/condition.py                                                       19       1  94.74%   141
condition/condition_interface.py                                             37       4  89.19%   32, 76, 95, 125
condition/data_condition.py                                                  26       1  96.15%   78
condition/domain_equation_condition.py                                       19       0  100.00%
condition/input_equation_condition.py                                        43       1  97.67%   157
condition/input_target_condition.py                                          44       1  97.73%   172
data/__init__.py                                                              3       0  100.00%
data/data_module.py                                                         201      22  89.05%   41-52, 132, 172, 193, 232, 313-317, 323-327, 399, 466, 547, 638, 640
data/dataset.py                                                              82       7  91.46%   42, 123-126, 256, 293
domain/__init__.py                                                           11       0  100.00%
domain/base_domain.py                                                        64       0  100.00%
domain/base_operation.py                                                     45       4  91.11%   63, 106, 129, 139
domain/cartesian_domain.py                                                   54       1  98.15%   68
domain/difference.py                                                         27       0  100.00%
domain/domain_interface.py                                                   25       0  100.00%
domain/ellipsoid_domain.py                                                   81       4  95.06%   98, 108-109, 253
domain/exclusion.py                                                          35       1  97.14%   107
domain/intersection.py                                                       34       1  97.06%   97
domain/operation_interface.py                                                 9       0  100.00%
domain/simplex_domain.py                                                     83       5  93.98%   212, 226, 237, 249, 288
domain/union.py                                                              24       0  100.00%
equation/__init__.py                                                          4       0  100.00%
equation/equation.py                                                         16       1  93.75%   59
equation/equation_factory.py                                                112       1  99.11%   178
equation/equation_interface.py                                               14       1  92.86%   51
equation/system_equation.py                                                  21       0  100.00%
loss/__init__.py                                                              9       0  100.00%
loss/linear_weighting.py                                                     14       0  100.00%
loss/loss_interface.py                                                       17       2  88.24%   45, 51
loss/lp_loss.py                                                              15       0  100.00%
loss/ntk_weighting.py                                                        18       0  100.00%
loss/power_loss.py                                                           15       0  100.00%
loss/scalar_weighting.py                                                     16       0  100.00%
loss/self_adaptive_weighting.py                                              12       0  100.00%
loss/weighting_interface.py                                                  29       3  89.66%   35, 41-42
model/__init__.py                                                            14       0  100.00%
model/average_neural_operator.py                                             31       2  93.55%   73, 82
model/deeponet.py                                                            85      13  84.71%   179-182, 201, 232, 271, 281, 291, 301, 311, 321, 476, 486
model/equivariant_graph_neural_operator.py                                   51       1  98.04%   217
model/feed_forward.py                                                        89      11  87.64%   58, 195, 200, 278-292
model/fourier_neural_operator.py                                             78      10  87.18%   96-100, 110, 155-159, 218, 220, 242, 342
model/graph_neural_operator.py                                               40       2  95.00%   58, 60
model/kernel_neural_operator.py                                              34       6  82.35%   83-84, 103-104, 123-124
model/low_rank_neural_operator.py                                            27       2  92.59%   89, 98
model/multi_feed_forward.py                                                  12       5  58.33%   25-31
model/pirate_network.py                                                      27       1  96.30%   118
model/sindy.py                                                               21       0  100.00%
model/spline.py                                                             124       6  95.16%   133, 156, 164, 236, 450, 475
model/spline_surface.py                                                      68      12  82.35%   151-152, 187-190, 200, 213-218, 258
model/block/__init__.py                                                      13       0  100.00%
model/block/average_neural_operator_block.py                                 12       0  100.00%
model/block/convolution.py                                                   64      13  79.69%   77, 81, 85, 91, 97, 111, 114, 151, 161, 171, 181, 191, 201
model/block/convolution_2d.py                                               146      27  81.51%   155, 162, 282, 314, 379-433, 456
model/block/embedding.py                                                     48       7  85.42%   93, 143-146, 155, 168
model/block/fourier_block.py                                                 31       0  100.00%
model/block/gno_block.py                                                     22       4  81.82%   73-77, 87
model/block/integral.py                                                      18       4  77.78%   22-25, 71
model/block/low_rank_block.py                                                24       0  100.00%
model/block/orthogonal.py                                                    37       0  100.00%
model/block/pirate_network_block.py                                          25       1  96.00%   89
model/block/pod_block.py                                                     75      10  86.67%   56-59, 71, 84, 114, 151-156, 191, 216
model/block/rbf_block.py                                                    179      25  86.03%   18, 42, 53, 64, 75, 86, 97, 223, 280, 282, 298, 301, 329, 335, 363, 367, 511-524
model/block/residual.py                                                      46       0  100.00%
model/block/spectral.py                                                      83       4  95.18%   132, 140, 262, 270
model/block/stride.py                                                        28       7  75.00%   55, 58, 61, 67, 72-74
model/block/utils_convolution.py                                             22       3  86.36%   58-60
model/block/message_passing/__init__.py                                       6       0  100.00%
model/block/message_passing/deep_tensor_network_block.py                     21       0  100.00%
model/block/message_passing/en_equivariant_network_block.py                  47       1  97.87%   164
model/block/message_passing/equivariant_graph_neural_operator_block.py       36       0  100.00%
model/block/message_passing/interaction_network_block.py                     23       0  100.00%
model/block/message_passing/radial_field_network_block.py                    20       0  100.00%
optim/__init__.py                                                             5       0  100.00%
optim/optimizer_interface.py                                                  7       0  100.00%
optim/scheduler_interface.py                                                  7       0  100.00%
optim/torch_optimizer.py                                                     14       0  100.00%
optim/torch_scheduler.py                                                     19       2  89.47%   5-6
problem/__init__.py                                                           6       0  100.00%
problem/abstract_problem.py                                                 117      12  89.74%   39-40, 59-70, 149, 161, 179, 253, 257, 286
problem/inverse_problem.py                                                   22       0  100.00%
problem/parametric_problem.py                                                 8       1  87.50%   29
problem/spatial_problem.py                                                    8       0  100.00%
problem/time_dependent_problem.py                                             8       0  100.00%
problem/zoo/__init__.py                                                       9       0  100.00%
problem/zoo/acoustic_wave.py                                                 26       7  73.08%   26-27, 91-95
problem/zoo/advection.py                                                     23       4  82.61%   20, 74-76
problem/zoo/allen_cahn.py                                                    23       3  86.96%   20-22
problem/zoo/diffusion_reaction.py                                            32       5  84.38%   103-113
problem/zoo/helmholtz.py                                                     22       4  81.82%   54, 73-77
problem/zoo/inverse_poisson_2d_square.py                                     48       3  93.75%   45-51
problem/zoo/poisson_2d_square.py                                             16       3  81.25%   56-61
problem/zoo/supervised_problem.py                                            11       0  100.00%
solver/__init__.py                                                            6       0  100.00%
solver/garom.py                                                             107       2  98.13%   129-130
solver/solver.py                                                            186      10  94.62%   191, 214, 286, 289-290, 348, 430, 513, 554, 560
solver/ensemble_solver/__init__.py                                            4       0  100.00%
solver/ensemble_solver/ensemble_pinn.py                                      23       1  95.65%   104
solver/ensemble_solver/ensemble_solver_interface.py                          27       0  100.00%
solver/ensemble_solver/ensemble_supervised.py                                 9       0  100.00%
solver/physics_informed_solver/__init__.py                                    8       0  100.00%
solver/physics_informed_solver/causal_pinn.py                                47       3  93.62%   157, 166-167
solver/physics_informed_solver/competitive_pinn.py                           58       0  100.00%
solver/physics_informed_solver/gradient_pinn.py                              17       0  100.00%
solver/physics_informed_solver/pinn.py                                       18       0  100.00%
solver/physics_informed_solver/pinn_interface.py                             53       2  96.23%   164, 220
solver/physics_informed_solver/rba_pinn.py                                   74       1  98.65%   324
solver/physics_informed_solver/self_adaptive_pinn.py                        104       1  99.04%   392
solver/supervised_solver/__init__.py                                          4       0  100.00%
solver/supervised_solver/reduced_order_model.py                              24       1  95.83%   137
solver/supervised_solver/supervised.py                                        7       0  100.00%
solver/supervised_solver/supervised_solver_interface.py                      25       1  96.00%   90
TOTAL                                                                      5226     371  92.90%

Results for commit: 73984f9

Minimum allowed coverage is 80.123%

♻️ This comment has been updated with latest results

Co-authored-by: GiovanniCanali <[email protected]>

dario-coscia · 2025-12-15T18:17:03Z

I think we are almost ready, only the tutorials. I think we should rerun them locally and clear the cell outputs only when there is the progress bar (lightning creates a lot of text, which is very heavy to upload)

GiovanniCanali · 2025-12-16T08:51:01Z

I think we are almost ready, only the tutorials. I think we should rerun them locally and clear the cell outputs only when there is the progress bar (lightning creates a lot of text, which is very heavy to upload)

I have cleared the outputs from all tutorial cells as requested; only the progress bar outputs have been removed.

Export tutorial changed in 50471de

GiovanniCanali and others added 11 commits November 24, 2025 13:50

add analytical derivatives for splines

23d35f9

Fix gradients computation

c91e48b

deeponet tutorial (#513)

9f21bfb

Co-authored-by: Dario Coscia <[email protected]>

Export tutorial changed in 9f21bfb (#721)

33242f4

* export tutorials changed in 9f21bfb --------- Co-authored-by: dario-coscia <[email protected]>

fix docstring in problem zoo

26ac12f

add acoustic wave problem

c76cf21

fix msg error datacondition (#729)

c235810

fix doc for control coefficients

893d39b

fix default scheduler

2d39f62

fix order in spline tests

b0e0b3f

add switch scheduler callback

664b058

GiovanniCanali self-assigned this Dec 11, 2025

GiovanniCanali added enhancement New feature or request pr-to-fix Label for PR that needs modification labels Dec 11, 2025

move samples to device

9d65060

GiovanniCanali linked an issue Dec 11, 2025 that may be closed by this pull request

Wrong device in R3Refinement callback #744

Closed

GiovanniCanali and others added 4 commits December 11, 2025 13:24

re-organize callback module structure (#740)

da1fa68

fix checks

2a3260e

Domain module refactoring (#699)

e69cecc

add pin memory to dataloader (#750)

fa02aa6

dario-coscia mentioned this pull request Dec 14, 2025

Add workflow to create Git tags on demand #751

Merged

4 tasks

ndem0 and others added 3 commits December 14, 2025 12:14

add workflow to create Git tags on demand (#751)

acef631

update problem zoo and tests post domain refactory

9be5a27

update tutorials

2888ae3

GiovanniCanali added pr-to-review Label for PR that are ready to been reviewed and removed pr-to-fix Label for PR that needs modification labels Dec 15, 2025

GiovanniCanali marked this pull request as ready for review December 15, 2025 15:42

GiovanniCanali requested review from a team, dario-coscia and ndem0 as code owners December 15, 2025 15:42

export tutorials changed in 2888ae3 (#753)

096f3ff

Co-authored-by: GiovanniCanali <[email protected]>

dario-coscia added pr-to-fix Label for PR that needs modification and removed pr-to-review Label for PR that are ready to been reviewed labels Dec 15, 2025

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clear progress bar cell outputs

50471de

GiovanniCanali requested a review from dario-coscia December 16, 2025 08:52

GiovanniCanali added pr-to-review Label for PR that are ready to been reviewed and removed pr-to-fix Label for PR that needs modification labels Dec 16, 2025

GiovanniCanali and others added 2 commits December 16, 2025 09:11

export tutorials changed in 50471de

f9a6464

Merge pull request #754 from mathLab/export-tutorial-50471de

73984f9

Export tutorial changed in 50471de

dario-coscia approved these changes Dec 16, 2025

View reviewed changes

dario-coscia requested a review from FilippoOlivo December 16, 2025 10:25

FilippoOlivo approved these changes Dec 16, 2025

View reviewed changes

dario-coscia merged commit f50c94e into master Dec 16, 2025
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Dev Updates #743

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GiovanniCanali commented Dec 11, 2025 •

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GiovanniCanali commented Dec 11, 2025 •

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