fix some tests

This commit is contained in:
Nicola Demo
2025-01-16 19:03:18 +01:00
parent 03b16b556b
commit f2340cd4ee
8 changed files with 66 additions and 192 deletions

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@@ -1,59 +1,13 @@
import torch
import pytest
from pina.problem import SpatialProblem
from pina.operators import laplacian
from pina.geometry import CartesianDomain
from pina import Condition, LabelTensor
from pina.solvers import PINN
from pina.trainer import Trainer
from pina.model import FeedForward
from pina.equation.equation import Equation
from pina.equation.equation_factory import FixedValue
from pina.callbacks.processing_callbacks import PINAProgressBar
def laplace_equation(input_, output_):
force_term = (torch.sin(input_.extract(['x']) * torch.pi) *
torch.sin(input_.extract(['y']) * torch.pi))
delta_u = laplacian(output_.extract(['u']), input_)
return delta_u - force_term
my_laplace = Equation(laplace_equation)
in_ = LabelTensor(torch.tensor([[0., 1.]]), ['x', 'y'])
out_ = LabelTensor(torch.tensor([[0.]]), ['u'])
class Poisson(SpatialProblem):
output_variables = ['u']
spatial_domain = CartesianDomain({'x': [0, 1], 'y': [0, 1]})
conditions = {
'gamma1': Condition(
location=CartesianDomain({'x': [0, 1], 'y': 1}),
equation=FixedValue(0.0)),
'gamma2': Condition(
location=CartesianDomain({'x': [0, 1], 'y': 0}),
equation=FixedValue(0.0)),
'gamma3': Condition(
location=CartesianDomain({'x': 1, 'y': [0, 1]}),
equation=FixedValue(0.0)),
'gamma4': Condition(
location=CartesianDomain({'x': 0, 'y': [0, 1]}),
equation=FixedValue(0.0)),
'D': Condition(
input_points=LabelTensor(torch.rand(size=(100, 2)), ['x', 'y']),
equation=my_laplace),
'data': Condition(
input_points=in_,
output_points=out_)
}
from pina.problem.zoo import Poisson2DSquareProblem as Poisson
# make the problem
poisson_problem = Poisson()
boundaries = ['gamma1', 'gamma2', 'gamma3', 'gamma4']
boundaries = ['nil_g1', 'nil_g2', 'nil_g3', 'nil_g4']
n = 10
poisson_problem.discretise_domain(n, 'grid', locations=boundaries)
model = FeedForward(len(poisson_problem.input_variables),