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Krylov-based Fermi-Hubbard model simulation on arbitrary lattices, supports GPU acceleration

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hbar

hbar is a PyTorch-based library for simulating quantum many-body systems, specifically the 2D Fermi-Hubbard model. It provides tools for Hamiltonian construction and Krylov-based time evolution methods. Examples od usage can be found in notebooks/ directory. Arbitrary adjacency matrices for system connectivity are supported up to 64 lattice sites.

Model Description

The system follows the 2D Fermi-Hubbard Hamiltonian:

Equation

where:

  • t is the hopping amplitude
  • u is the on-site interaction strength
  • v is the external potential strength
  • Vⱼ is an external potential

For more discussion on localization and thermalization, see my essay.

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Krylov-based Fermi-Hubbard model simulation on arbitrary lattices, supports GPU acceleration

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