KD-VQE allocates measurement shots among multiple trial wavefunctions with Boltzmann weights and anneals a virtual temperature, and on a two-site Fermi-Hubbard model it converges to the exact ground state.
The optimization process in KD-VQE follows the standard VQE method
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Knowledge Distillation Inspired Variational Quantum Eigensolver with Virtual Annealing
KD-VQE allocates measurement shots among multiple trial wavefunctions with Boltzmann weights and anneals a virtual temperature, and on a two-site Fermi-Hubbard model it converges to the exact ground state.