Thermo field dynamics on a quantum computer

TL;DR

This paper introduces a quantum algorithm based on thermo field dynamics for finite temperature simulation on quantum computers, enabling the computation of time- and temperature-dependent quantities using real-time evolution.

Contribution

It develops a novel quantum algorithm that employs thermo field dynamics formalism with unitary transformations, suitable for implementation on quantum hardware, and extends to both fermionic and bosonic systems.

Findings

Successfully implemented the algorithm using IBM's Qiskit simulator.

Achieved approximation of Hamiltonian ground state energy with VQE.

Demonstrated potential applications in material science and high-energy physics.

Abstract

In this paper we develop a quantum algorithm to realize finite temperature simulation on a quantum computer. As quantum computers use real-time evolution we did not use the imaginary time methods popular on classical algorithms. Instead, we implemented a real-time thermo field dynamics formalism, which has the added benefit of being able to compute quantities that are both time- and temperature-dependent. To implement thermo field dynamics we apply a unitary transformation to discrete quantum mechanical operators to make new Hamiltonians with encoded temperature dependence. The method works normally for fermions, which have a finite representation, but needs some modification to work with bosons. These Hamiltonians are then processed into a Pauli matrix representation in order to be used as input for IBM's Qiskit package. We then use IBM's quantum simulator to calculate an approximation to the Hamiltonaian's ground state energy via the variational quantum eigensolver (VQE) algorithm. This approximation is then compared to a classically calculated value for the exact energy. The thermo field dynamics quantum algorithm has general applications to material science, high-energy physics and nuclear physics, particularly in those situations involving real-time evolution at high temperature.