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qttools.greens_function_solver.rgf_dist#

source module qttools.greens_function_solver.rgf_dist

Classes

  • RGFDist Distributed selected inversion solver.

source class RGFDist(max_batch_size: int = 100)

Bases : GFSolver

Distributed selected inversion solver.

Initializes the selected inversion solver.

Parameters

  • solve_lesser : bool, optional Whether to solve the quadratic system associated with the lesser right-hand-side, by default False.

  • solve_greater : bool, optional Whether to solve the quadratic system associated with the greater right-hand-side, by default False.

  • max_batch_size : int, optional Maximum batch size to use when inverting the matrix, by default 100.

Methods

  • selected_inv Performs selected inversion of a block-tridiagonal matrix.

  • selected_solve Performs selected inversion of a block-tridiagonal matrix.

source method RGFDist.selected_inv(a: DSDBSparse, out: DSDBSparse, obc_blocks: OBCBlocks | None = None)None | DSDBSparse

Performs selected inversion of a block-tridiagonal matrix.

Parameters

  • a : DSDBSparse Matrix to invert.

  • out : DSDBSparse, optional Preallocated output matrix, by default None.

Returns

  • None | DSDBSparse If out is None, returns None. Otherwise, returns the inverted matrix as a DSDBSparse object.

source method RGFDist.selected_solve(a: DSDBSparse, sigma_lesser: DSDBSparse, sigma_greater: DSDBSparse, out: tuple[DSDBSparse, ...], obc_blocks: OBCBlocks | None = None, return_retarded: bool = False)

Performs selected inversion of a block-tridiagonal matrix.

Can optionally solve the quadratic system associated with the Bl and Bg matrices in the equation AXA^T = B.

Parameters

  • a : DSDBSparse Matrix to invert.

  • sigma_lesser : DSDBSparse Lesser matrix. This matrix is expected to be skew-hermitian, i.e. \(\Sigma_{ij} = -\Sigma_{ji}^*\).

  • sigma_greater : DSDBSparse Greater matrix. This matrix is expected to be skew-hermitian, i.e. \(\Sigma_{ij} = -\Sigma_{ji}^*\).

  • out : tuple[DSDBSparse, ...] Preallocated output matrices, by default None

  • obc_blocks : OBCBlocks, optional OBC blocks for lesser, greater and retarded Green's functions. By default None.

  • return_retarded : bool, optional Wether the retarded Green's function should be returned along with lesser and greater, by default False

Raises

  • ValueError