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Restricted Boltzmann Machines used with Variational Monte Carlo to Solve Quantum Spins

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Restricted Boltzmann Machines for Ground States of Quantum Spin Hamiltonian

Code by Shah Saad Alam and Seth M. Davis

Wrote Python Implementation of Resrticted Boltzmann Machines augmented with Variational Monte Carlo for Solving Quantum Spin Hamiltonians. For full documentation and project report, read attached pdf.

  1. Code was tested for most ground states of the Hamitlonians.
  2. Higher order corrections is a work in progress.

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