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ryuikaneko/rbm_wave_function

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restricted Boltzmann machine (RBM) wave function

  • This code calculates the ground state of 1d AF Heisenberg model using the RBM wave function.
  • This python code is ported from the following fortran code developed by Yusuke Nomura https://github.com/compsci-alliance/many-body-problems/blob/master/2018_ss/Summer_School_RBM_solver.zip .
  • Example using the steepest descent method: Open In Colab
  • Example using the stochastic reconfiguration method: Open In Colab
  • (Exact wave function: Open In Colab)

Topics

computational-physicsvariational-monte-carlovmcrbmrestricted-boltzmann-machinerestricted-boltzmann-machinesmachine-learning

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