fdtdx.DrudePole

fdtdx.DrudePole#

class fdtdx.DrudePole(*, plasma_frequency=null, damping=null)[source]#

Bases: Pole

Drude pole parameterised by its physical constants.

The contribution to the susceptibility is

\[\chi(\omega) = -\frac{\omega_p^2}{\omega^2 + i\gamma\omega},\]

equivalent to a Lorentz pole with omega_0 = 0.

Each parameter is either a scalar (isotropic) or a per-axis 3-tuple (x, y, z) for diagonally anisotropic dispersion — e.g. plasma_frequency=(wp, 0.0, 0.0) gives a metallic (hyperbolic) response only along x.

Quick Reference#

Attributes

Methods

Attributes#

DrudePole.coupling_edot#

Coefficient b of the dE/dt driving term (rad/s).

Raises ValueError for per-axis poles; use coupling_edot_axes.

DrudePole.coupling_edot_axes#

Per-axis coefficient b of the dE/dt driving term (rad/s).

Zero for Lorentz and Drude poles (their susceptibility numerator has no omega term). A non-zero value is what distinguishes a general complex-conjugate pole-residue (CCPR) pole — it corresponds to a non-zero real part of the residue and adds the b E' term to the ADE. Defaults to all-zero so existing pole types need not override it.

DrudePole.coupling_sq#

Effective squared coupling frequency K (rad^2/s^2).

Raises ValueError for per-axis poles; use coupling_sq_axes.

DrudePole.coupling_sq_axes#
DrudePole.damping: float | tuple[float, float, float]#

Damping rate (rad/s). Must be >= 0. Scalar or per-axis 3-tuple.

DrudePole.gamma#

Damping rate (rad/s).

Raises ValueError for per-axis poles; use gamma_axes.

DrudePole.gamma_axes#
DrudePole.is_isotropic#

Whether all pole parameters are identical on the three axes.

DrudePole.omega_0#

Resonance angular frequency (rad/s). Zero for pure Drude poles.

Raises ValueError for per-axis poles; use omega_0_axes.

DrudePole.omega_0_axes#
DrudePole.plasma_frequency: float | tuple[float, float, float]#

Plasma angular frequency (rad/s). Must be > 0. Scalar or per-axis 3-tuple.

Methods#

DrudePole.aset(attr_name, val, create_new_ok=False)#

Sets an attribute of this class. In contrast to the classical .at[].set(), this method updates the class attribute directly and does not only operate on jax pytree leaf nodes. Instead, replaces the full attribute with the new value.

The attribute can either be the attribute name of this class, or for nested classes it can also be the attribute name of a class, which itself is an attribute of this class. The syntax for this operation could look like this: “a->b->[0]->[‘name’]”. Here, the current class has an attribute a, which has an attribute b, which is a list, which we index at index 0, which is an element of type dictionary, which we index using the dictionary key ‘name’.

Note that dictionary keys cannot contain square brackets or single quotes (even if they are escaped).

Parameters:

  • attr_name (str) – Name of attribute to set

  • val (Any) – Value to set the attribute to

  • create_new_ok (bool, optional) – If false (default), throw an error if the attribute does not exist. If true, creates a new attribute if the attribute name does not exist yet.

Returns:

Updated instance with new attribute value

Return type:

Self

DrudePole.get_class_fields()#
Return type:

list[TreeClassField]

DrudePole.get_public_fields()#
Return type:

list[TreeClassField]

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