Index

A

AdvectionEquation (class in dynabench.equation)

B

BaseEquation (class in dynabench.equation) BaseSolver (class in dynabench.solver)

batch_first (dynabench.model.utils.GridIterativeWrapper attribute) (dynabench.model.utils.PointIterativeWrapper attribute)

C

CahnHilliardEquation (class in dynabench.equation) CNN (class in dynabench.model)

Composite (class in dynabench.initial) Constant (class in dynabench.initial)

D

DiffusionEquation (class in dynabench.equation) download_equation() (in module dynabench.dataset) dx (dynabench.grid.Grid property) dy (dynabench.grid.Grid property) dynabench.dataset module dynabench.equation module dynabench.grid module dynabench.initial module

dynabench.model module dynabench.model.grind module dynabench.model.utils module dynabench.solver module DynabenchIterator (class in dynabench.dataset) DynabenchSimulationIterator (class in dynabench.dataset)

E

EquationMovingWindowIterator (class in dynabench.dataset) equations (dynabench.equation.BaseEquation property)

export_as_pypde_equation() (dynabench.equation.BaseEquation method) export_as_pypde_grid() (dynabench.grid.Grid method)

F

FitzhughNagumoEquation (class in dynabench.equation) forward() (dynabench.model.CNN method) (dynabench.model.grind.FourierInterpolator method) (dynabench.model.grind.GrIND method) (dynabench.model.NeuralPDE method) (dynabench.model.PointTransformerV1 method) (dynabench.model.ResNet method) (dynabench.model.utils.GridIterativeWrapper method), [1] (dynabench.model.utils.PointIterativeWrapper method), [1]

FourierInterpolator (class in dynabench.model.grind)

G

generate() (dynabench.initial.Composite method) (dynabench.initial.Constant method) (dynabench.initial.InitialCondition method) (dynabench.initial.RandomUniform method) (dynabench.initial.SumOfGaussians method) (dynabench.initial.WrappedGaussians method) generate_filename() (dynabench.solver.BaseSolver method) generate_fourier_basis() (dynabench.model.grind.FourierInterpolator method)

generate_fourier_ks() (dynabench.model.grind.FourierInterpolator method) generate_interpolation_points() (dynabench.model.grind.GrIND method) get_full_simulation_data() (dynabench.dataset.EquationMovingWindowIterator method) get_meshgrid() (dynabench.grid.Grid method) get_random_point() (dynabench.grid.Grid method) get_random_point_within_domain() (dynabench.grid.Grid method) Grid (class in dynabench.grid) GridIterativeWrapper (class in dynabench.model.utils) GrIND (class in dynabench.model.grind)

I

InitialCondition (class in dynabench.initial)

K

KuramotoSivashinskyEquation (class in dynabench.equation)

L

lhs (dynabench.equation.BaseEquation property) linear_terms (dynabench.equation.AdvectionEquation attribute) (dynabench.equation.BaseEquation attribute) (dynabench.equation.CahnHilliardEquation attribute) (dynabench.equation.DiffusionEquation attribute) (dynabench.equation.KuramotoSivashinskyEquation attribute) (dynabench.equation.SimpleBurgersEquation attribute) (dynabench.equation.WaveEquation attribute)

M

model (dynabench.model.utils.GridIterativeWrapper attribute) (dynabench.model.utils.PointIterativeWrapper attribute) module dynabench.dataset dynabench.equation dynabench.grid dynabench.initial dynabench.model dynabench.model.grind dynabench.model.utils dynabench.solver

N

name (dynabench.equation.BaseEquation property) NeuralPDE (class in dynabench.model) nonlinear_terms (dynabench.equation.AdvectionEquation attribute) (dynabench.equation.BaseEquation attribute) (dynabench.equation.CahnHilliardEquation attribute) (dynabench.equation.DiffusionEquation attribute) (dynabench.equation.KuramotoSivashinskyEquation attribute) (dynabench.equation.SimpleBurgersEquation attribute) (dynabench.equation.WaveEquation attribute)

num_variables (dynabench.equation.BaseEquation property) (dynabench.initial.Composite property) (dynabench.initial.InitialCondition property)

P

PointIterativeWrapper (class in dynabench.model.utils)

PointTransformerV1 (class in dynabench.model) PyPDESolver (class in dynabench.solver)

R

RandomUniform (class in dynabench.initial)

ResNet (class in dynabench.model) rhs (dynabench.equation.BaseEquation property)

S

shape (dynabench.grid.Grid property) SimpleBurgersEquation (class in dynabench.equation) simplify_equation() (dynabench.equation.BaseEquation method)

solve() (dynabench.solver.BaseSolver method) (dynabench.solver.PyPDESolver method) solve_for_fourier_coefficients() (dynabench.model.grind.FourierInterpolator method) SumOfGaussians (class in dynabench.initial)

U

UnitGrid (class in dynabench.grid)

V

variables (dynabench.equation.BaseEquation property)

W

WaveEquation (class in dynabench.equation)

WrappedGaussians (class in dynabench.initial)