tidy3d.components.base_sim.simulation.AbstractSimulation

tidy3d.components.base_sim.simulation.AbstractSimulation#

class AbstractSimulation[source]#

Bases: Box, ABC

Base class for simulation classes of different solvers.

Parameters:

  • attrs (dict = {}) – Dictionary storing arbitrary metadata for a Tidy3D object. This dictionary can be freely used by the user for storing data without affecting the operation of Tidy3D as it is not used internally. Note that, unlike regular Tidy3D fields, attrs are mutable. For example, the following is allowed for setting an attr obj.attrs['foo'] = bar. Also note that Tidy3D` will raise a TypeError if attrs contain objects that can not be serialized. One can check if attrs are serializable by calling obj.json().

  • center (Union[tuple[Union[float, autograd.tracer.Box], Union[float, autograd.tracer.Box], Union[float, autograd.tracer.Box]], Box] = (0.0, 0.0, 0.0)) – [units = um]. Center of object in x, y, and z.

  • size (Union[tuple[Union[pydantic.v1.types.NonNegativeFloat, autograd.tracer.Box], Union[pydantic.v1.types.NonNegativeFloat, autograd.tracer.Box], Union[pydantic.v1.types.NonNegativeFloat, autograd.tracer.Box]], Box]) – [units = um]. Size in x, y, and z directions.

  • medium (Union[Medium, AnisotropicMedium, PECMedium, PoleResidue, Sellmeier, Lorentz, Debye, Drude, FullyAnisotropicMedium, CustomMedium, CustomPoleResidue, CustomSellmeier, CustomLorentz, CustomDebye, CustomDrude, CustomAnisotropicMedium, PerturbationMedium, PerturbationPoleResidue] = Medium(attrs={}, name=None, frequency_range=None, allow_gain=False, nonlinear_spec=None, modulation_spec=None, heat_spec=None, type='Medium', permittivity=1.0, conductivity=0.0)) – Background medium of simulation, defaults to vacuum if not specified.

  • structures (Tuple[Structure, ...] = ()) – Tuple of structures present in simulation. Note: Structures defined later in this list override the simulation material properties in regions of spatial overlap.

  • symmetry (Tuple[Literal[0, -1, 1], Literal[0, -1, 1], Literal[0, -1, 1]] = (0, 0, 0)) – Tuple of integers defining reflection symmetry across a plane bisecting the simulation domain normal to the x-, y-, and z-axis at the simulation center of each axis, respectively.

  • sources (Tuple[NoneType, ...] = ()) – Sources in the simulation.

  • boundary_spec (Optional[NoneType] = None) – Specification of boundary conditions.

  • monitors (Tuple[NoneType, ...] = ()) – Monitors in the simulation.

  • grid_spec (Optional[NoneType] = None) – Specifications for the simulation grid.

  • version (str = 2.7.8) – String specifying the front end version number.

Attributes

scene

Scene instance associated with the simulation.

simulation_bounds

Simulation bounds including auxiliary boundary zones such as PML layers.

simulation_geometry

The entire simulation domain including auxiliary boundary zones such as PML layers.

simulation_structure

Returns structure representing the domain of the simulation.

attrs

Methods

from_scene(scene, **kwargs)

Create a simulation from a :class:.`Scene` instance.

get_monitor_by_name(name)

Return monitor named 'name'.

plot([x, y, z, ax, source_alpha, ...])

Plot each of simulation's components on a plane defined by one nonzero x,y,z coordinate.

plot_boundaries([x, y, z, ax])

Plot the simulation boundary conditions as lines on a plane

plot_monitors([x, y, z, hlim, vlim, alpha, ax])

Plot each of simulation's monitors on a plane defined by one nonzero x,y,z coordinate.

plot_sources([x, y, z, hlim, vlim, alpha, ax])

Plot each of simulation's sources on a plane defined by one nonzero x,y,z coordinate.

plot_structures([x, y, z, ax, hlim, vlim])

Plot each of simulation's structures on a plane defined by one nonzero x,y,z coordinate.

plot_structures_eps([x, y, z, freq, alpha, ...])

Plot each of simulation's structures on a plane defined by one nonzero x,y,z coordinate.

plot_structures_heat_conductivity([x, y, z, ...])

Plot each of simulation's structures on a plane defined by one nonzero x,y,z coordinate.

plot_symmetries([x, y, z, hlim, vlim, ax])

Plot each of simulation's symmetries on a plane defined by one nonzero x,y,z coordinate.

validate_pre_upload()

Validate the fully initialized simulation is ok for upload to our servers.

Inherited Common Usage

medium#

Background medium of simulation, defaults to vacuum if not specified.

structures#

Tuple of structures present in simulation. Structures defined later in this list override the simulation material properties in regions of spatial overlap.

Example

Simple application reference:

Simulation(
    ...
    structures=[
         Structure(
         geometry=Box(size=(1, 1, 1), center=(0, 0, 0)),
         medium=Medium(permittivity=2.0),
         ),
    ],
    ...
)
symmetry#
sources#
boundary_spec#
monitors#
grid_spec#
version#

Validating setup

validate_pre_upload()[source]#

Validate the fully initialized simulation is ok for upload to our servers.

property scene#

Scene instance associated with the simulation.

get_monitor_by_name(name)[source]#

Return monitor named ‘name’.

property simulation_bounds#

Simulation bounds including auxiliary boundary zones such as PML layers.

property simulation_geometry#

The entire simulation domain including auxiliary boundary zones such as PML layers. It is identical to Simulation.geometry in the absence of such auxiliary zones.

property simulation_structure#

Returns structure representing the domain of the simulation. This differs from Simulation.scene.background_structure in that it has finite extent.

plot(x=None, y=None, z=None, ax=None, source_alpha=None, monitor_alpha=None, hlim=None, vlim=None, **patch_kwargs)[source]#

Plot each of simulation’s components on a plane defined by one nonzero x,y,z coordinate.

Parameters:

  • x (float = None) – position of plane in x direction, only one of x, y, z must be specified to define plane.

  • y (float = None) – position of plane in y direction, only one of x, y, z must be specified to define plane.

  • z (float = None) – position of plane in z direction, only one of x, y, z must be specified to define plane.

  • source_alpha (float = None) – Opacity of the sources. If None, uses Tidy3d default.

  • monitor_alpha (float = None) – Opacity of the monitors. If None, uses Tidy3d default.

  • ax (matplotlib.axes._subplots.Axes = None) – Matplotlib axes to plot on, if not specified, one is created.

  • hlim (Tuple[float, float] = None) – The x range if plotting on xy or xz planes, y range if plotting on yz plane.

  • vlim (Tuple[float, float] = None) – The z range if plotting on xz or yz planes, y plane if plotting on xy plane.

Returns:

The supplied or created matplotlib axes.

Return type:

matplotlib.axes._subplots.Axes

plot_sources(x=None, y=None, z=None, hlim=None, vlim=None, alpha=None, ax=None)[source]#

Plot each of simulation’s sources on a plane defined by one nonzero x,y,z coordinate.

Parameters:

  • x (float = None) – position of plane in x direction, only one of x, y, z must be specified to define plane.

  • y (float = None) – position of plane in y direction, only one of x, y, z must be specified to define plane.

  • z (float = None) – position of plane in z direction, only one of x, y, z must be specified to define plane.

  • hlim (Tuple[float, float] = None) – The x range if plotting on xy or xz planes, y range if plotting on yz plane.

  • vlim (Tuple[float, float] = None) – The z range if plotting on xz or yz planes, y plane if plotting on xy plane.

  • alpha (float = None) – Opacity of the sources, If None uses Tidy3d default.

  • ax (matplotlib.axes._subplots.Axes = None) – Matplotlib axes to plot on, if not specified, one is created.

Returns:

The supplied or created matplotlib axes.

Return type:

matplotlib.axes._subplots.Axes

plot_monitors(x=None, y=None, z=None, hlim=None, vlim=None, alpha=None, ax=None)[source]#

Plot each of simulation’s monitors on a plane defined by one nonzero x,y,z coordinate.

Parameters:

  • x (float = None) – position of plane in x direction, only one of x, y, z must be specified to define plane.

  • y (float = None) – position of plane in y direction, only one of x, y, z must be specified to define plane.

  • z (float = None) – position of plane in z direction, only one of x, y, z must be specified to define plane.

  • hlim (Tuple[float, float] = None) – The x range if plotting on xy or xz planes, y range if plotting on yz plane.

  • vlim (Tuple[float, float] = None) – The z range if plotting on xz or yz planes, y plane if plotting on xy plane.

  • alpha (float = None) – Opacity of the sources, If None uses Tidy3d default.

  • ax (matplotlib.axes._subplots.Axes = None) – Matplotlib axes to plot on, if not specified, one is created.

Returns:

The supplied or created matplotlib axes.

Return type:

matplotlib.axes._subplots.Axes

plot_symmetries(x=None, y=None, z=None, hlim=None, vlim=None, ax=None)[source]#

Plot each of simulation’s symmetries on a plane defined by one nonzero x,y,z coordinate.

Parameters:

  • x (float = None) – position of plane in x direction, only one of x, y, z must be specified to define plane.

  • y (float = None) – position of plane in y direction, only one of x, y, z must be specified to define plane.

  • z (float = None) – position of plane in z direction, only one of x, y, z must be specified to define plane.

  • hlim (Tuple[float, float] = None) – The x range if plotting on xy or xz planes, y range if plotting on yz plane.

  • vlim (Tuple[float, float] = None) – The z range if plotting on xz or yz planes, y plane if plotting on xy plane.

  • ax (matplotlib.axes._subplots.Axes = None) – Matplotlib axes to plot on, if not specified, one is created.

Returns:

The supplied or created matplotlib axes.

Return type:

matplotlib.axes._subplots.Axes

abstract plot_boundaries(x=None, y=None, z=None, ax=None, **kwargs)[source]#
Plot the simulation boundary conditions as lines on a plane

defined by one nonzero x,y,z coordinate.

Parameters:

  • x (float = None) – position of plane in x direction, only one of x, y, z must be specified to define plane.

  • y (float = None) – position of plane in y direction, only one of x, y, z must be specified to define plane.

  • z (float = None) – position of plane in z direction, only one of x, y, z must be specified to define plane.

  • ax (matplotlib.axes._subplots.Axes = None) – Matplotlib axes to plot on, if not specified, one is created.

  • **kwargs – Optional keyword arguments passed to the matplotlib LineCollection. For details on accepted values, refer to Matplotlib’s documentation.

Returns:

The supplied or created matplotlib axes.

Return type:

matplotlib.axes._subplots.Axes

plot_structures(x=None, y=None, z=None, ax=None, hlim=None, vlim=None)[source]#

Plot each of simulation’s structures on a plane defined by one nonzero x,y,z coordinate.

Parameters:

  • x (float = None) – position of plane in x direction, only one of x, y, z must be specified to define plane.

  • y (float = None) – position of plane in y direction, only one of x, y, z must be specified to define plane.

  • z (float = None) – position of plane in z direction, only one of x, y, z must be specified to define plane.

  • ax (matplotlib.axes._subplots.Axes = None) – Matplotlib axes to plot on, if not specified, one is created.

  • hlim (Tuple[float, float] = None) – The x range if plotting on xy or xz planes, y range if plotting on yz plane.

  • vlim (Tuple[float, float] = None) – The z range if plotting on xz or yz planes, y plane if plotting on xy plane.

Returns:

The supplied or created matplotlib axes.

Return type:

matplotlib.axes._subplots.Axes

__hash__()#

Hash method.

plot_structures_eps(x=None, y=None, z=None, freq=None, alpha=None, cbar=True, reverse=False, ax=None, hlim=None, vlim=None)[source]#

Plot each of simulation’s structures on a plane defined by one nonzero x,y,z coordinate. The permittivity is plotted in grayscale based on its value at the specified frequency.

Parameters:

  • x (float = None) – position of plane in x direction, only one of x, y, z must be specified to define plane.

  • y (float = None) – position of plane in y direction, only one of x, y, z must be specified to define plane.

  • z (float = None) – position of plane in z direction, only one of x, y, z must be specified to define plane.

  • freq (float = None) – Frequency to evaluate the relative permittivity of all mediums. If not specified, evaluates at infinite frequency.

  • reverse (bool = False) – If False, the highest permittivity is plotted in black. If True, it is plotteed in white (suitable for black backgrounds).

  • cbar (bool = True) – Whether to plot a colorbar for the relative permittivity.

  • alpha (float = None) – Opacity of the structures being plotted. Defaults to the structure default alpha.

  • ax (matplotlib.axes._subplots.Axes = None) – Matplotlib axes to plot on, if not specified, one is created.

  • hlim (Tuple[float, float] = None) – The x range if plotting on xy or xz planes, y range if plotting on yz plane.

  • vlim (Tuple[float, float] = None) – The z range if plotting on xz or yz planes, y plane if plotting on xy plane.

Returns:

The supplied or created matplotlib axes.

Return type:

matplotlib.axes._subplots.Axes

plot_structures_heat_conductivity(x=None, y=None, z=None, alpha=None, cbar=True, reverse=False, ax=None, hlim=None, vlim=None)[source]#

Plot each of simulation’s structures on a plane defined by one nonzero x,y,z coordinate. The permittivity is plotted in grayscale based on its value at the specified frequency.

Parameters:

  • x (float = None) – position of plane in x direction, only one of x, y, z must be specified to define plane.

  • y (float = None) – position of plane in y direction, only one of x, y, z must be specified to define plane.

  • z (float = None) – position of plane in z direction, only one of x, y, z must be specified to define plane.

  • freq (float = None) – Frequency to evaluate the relative permittivity of all mediums. If not specified, evaluates at infinite frequency.

  • reverse (bool = False) – If False, the highest permittivity is plotted in black. If True, it is plotteed in white (suitable for black backgrounds).

  • cbar (bool = True) – Whether to plot a colorbar for the relative permittivity.

  • alpha (float = None) – Opacity of the structures being plotted. Defaults to the structure default alpha.

  • ax (matplotlib.axes._subplots.Axes = None) – Matplotlib axes to plot on, if not specified, one is created.

  • hlim (Tuple[float, float] = None) – The x range if plotting on xy or xz planes, y range if plotting on yz plane.

  • vlim (Tuple[float, float] = None) – The z range if plotting on xz or yz planes, y plane if plotting on xy plane.

Returns:

The supplied or created matplotlib axes.

Return type:

matplotlib.axes._subplots.Axes

classmethod from_scene(scene, **kwargs)[source]#

Create a simulation from a :class:.`Scene` instance. Must provide additional parameters to define a valid simulation (for example, size, run_time, grid_spec, etc).

Parameters:

  • scene (:class:.`Scene`) – Scene containing structures information.

  • **kwargs – Other arguments