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greens-functions

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Matrix classes for matrices that are block-tridiagonal. Contains specialized class that uses a specialized algorithm for inverting these types of matrices. Much faster than the numpy and scipy equivalents when a particular matrix is block tridiagonal and large enough.

  • Updated Mar 31, 2026
  • Python

A physics-informed machine learning approach for analytic continuation of Green’s functions. Uses a Variational Autoencoder (VAE) to reconstruct spectral functions by explicitly learning poles and residues from imaginary-time Quantum Monte Carlo data. Robust, interpretable, and designed for noisy inputs.

  • Updated Aug 20, 2025
  • Python

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