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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
This commit is contained in:
Dario Coscia
2025-04-09 14:51:42 +02:00
parent 485c8dd789
commit 6dd7bd2825
37 changed files with 1514 additions and 510 deletions
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6
tests/test_solver/test_causal_pinn.py
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@@ -27,12 +27,12 @@ class DummySpatialProblem(SpatialProblem):
# define problems
problem = DiffusionReactionProblem()
problem.discretise_domain(50)
problem.discretise_domain(10)
# add input-output condition to test supervised learning
input_pts = torch.rand(50, len(problem.input_variables))
input_pts = torch.rand(10, len(problem.input_variables))
input_pts = LabelTensor(input_pts, problem.input_variables)
output_pts = torch.rand(50, len(problem.output_variables))
output_pts = torch.rand(10, len(problem.output_variables))
output_pts = LabelTensor(output_pts, problem.output_variables)
problem.conditions["data"] = Condition(input=input_pts, target=output_pts)