Rename files

This commit is contained in:
FilippoOlivo
2025-02-21 08:58:27 +01:00
committed by Nicola Demo
parent 886bd23fdb
commit ff43a7492b
30 changed files with 27 additions and 38 deletions

View File

@@ -0,0 +1,44 @@
from pina.solver import PINN
from pina.trainer import Trainer
from pina.model import FeedForward
from pina.problem.zoo import Poisson2DSquareProblem as Poisson
from pina.callback import R3Refinement
# make the problem
poisson_problem = Poisson()
boundaries = ['g1', 'g2', 'g3', 'g4']
n = 10
poisson_problem.discretise_domain(n, 'grid', domains=boundaries)
poisson_problem.discretise_domain(n, 'grid', domains='D')
model = FeedForward(len(poisson_problem.input_variables),
len(poisson_problem.output_variables))
# make the solver
solver = PINN(problem=poisson_problem, model=model)
# def test_r3constructor():
# R3Refinement(sample_every=10)
# def test_r3refinment_routine():
# # make the trainer
# trainer = Trainer(solver=solver,
# callback=[R3Refinement(sample_every=1)],
# accelerator='cpu',
# max_epochs=5)
# trainer.train()
# def test_r3refinment_routine():
# model = FeedForward(len(poisson_problem.input_variables),
# len(poisson_problem.output_variables))
# solver = PINN(problem=poisson_problem, model=model)
# trainer = Trainer(solver=solver,
# callback=[R3Refinement(sample_every=1)],
# accelerator='cpu',
# max_epochs=5)
# before_n_points = {loc : len(pts) for loc, pts in trainer.solver.problem.input_pts.items()}
# trainer.train()
# after_n_points = {loc : len(pts) for loc, pts in trainer.solver.problem.input_pts.items()}
# assert before_n_points == after_n_points