qttools.greens_function_solver.rgf_dist#
source module qttools.greens_function_solver.rgf_dist
Classes
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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
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solve_lesser : bool, optional — Whether to solve the quadratic system associated with the lesser right-hand-side, by default False.
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solve_greater : bool, optional — Whether to solve the quadratic system associated with the greater right-hand-side, by default False.
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max_batch_size : int, optional — Maximum batch size to use when inverting the matrix, by default 100.
Methods
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selected_inv — Performs selected inversion of a block-tridiagonal matrix.
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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
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a : DSDBSparse — Matrix to invert.
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out : DSDBSparse, optional — Preallocated output matrix, by default None.
Returns
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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
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a : DSDBSparse — Matrix to invert.
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sigma_lesser : DSDBSparse — Lesser matrix. This matrix is expected to be skew-hermitian, i.e. \(\Sigma_{ij} = -\Sigma_{ji}^*\).
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sigma_greater : DSDBSparse — Greater matrix. This matrix is expected to be skew-hermitian, i.e. \(\Sigma_{ij} = -\Sigma_{ji}^*\).
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out : tuple[DSDBSparse, ...] — Preallocated output matrices, by default None
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obc_blocks : OBCBlocks, optional — OBC blocks for lesser, greater and retarded Green's functions. By default None.
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return_retarded : bool, optional — Wether the retarded Green's function should be returned along with lesser and greater, by default False
Raises
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ValueError