Limitations of optimization algorithms on noisy quantum devices
Recent successes in producing intermediate-scale quantum devices have focused interest
on establishing whether near-term devices could outperform classical computers for …
on establishing whether near-term devices could outperform classical computers for …
Single-ancilla ground state preparation via Lindbladians
We design a quantum algorithm for ground state preparation in the early fault tolerant
regime. As a Monte Carlo style quantum algorithm, our method features a Lindbladian …
regime. As a Monte Carlo style quantum algorithm, our method features a Lindbladian …
Towards quantum computing phase diagrams of gauge theories with thermal pure quantum states
The phase diagram of strong interactions in nature at finite temperature and chemical
potential remains largely theoretically unexplored due to inadequacy of Monte-Carlo–based …
potential remains largely theoretically unexplored due to inadequacy of Monte-Carlo–based …
Simultaneous perturbation stochastic approximation of the quantum fisher information
Abstract The Quantum Fisher Information matrix (QFIM) is a central metric in promising
algorithms, such as Quantum Natural Gradient Descent and Variational Quantum Imaginary …
algorithms, such as Quantum Natural Gradient Descent and Variational Quantum Imaginary …
Universal sampling lower bounds for quantum error mitigation
Numerous quantum error-mitigation protocols have been proposed, motivated by the critical
need to suppress noise effects on intermediate-scale quantum devices. Yet, their general …
need to suppress noise effects on intermediate-scale quantum devices. Yet, their general …
Variational thermal quantum simulation via thermofield double states
We present a variational approach for quantum simulators to realize finite temperature Gibbs
states by preparing thermofield double (TFD) states. Our protocol is motivated by the …
states by preparing thermofield double (TFD) states. Our protocol is motivated by the …
Variational quantum Boltzmann machines
This work presents a novel realization approach to quantum Boltzmann machines (QBMs).
The preparation of the required Gibbs states, as well as the evaluation of the loss function's …
The preparation of the required Gibbs states, as well as the evaluation of the loss function's …
Quantum speed-ups for solving semidefinite programs
We give a quantum algorithm for solving semidefinite programs (SDPs). It has worst-case
running time n 1/2 m 1/2 s 2 poly (log (n), log (m), R, r, 1/δ), with n and s the dimension and …
running time n 1/2 m 1/2 s 2 poly (log (n), log (m), R, r, 1/δ), with n and s the dimension and …
Quantum thermal state preparation
Preparing ground states and thermal states is essential for simulating quantum systems on
quantum computers. Despite the hope for practical quantum advantage in quantum …
quantum computers. Despite the hope for practical quantum advantage in quantum …
Quantum many-body systems in thermal equilibrium
ÁM Alhambra - PRX Quantum, 2023 - APS
The thermal or equilibrium ensemble is one of the most ubiquitous states of matter. For
models comprised of many locally interacting quantum particles, it describes a wide range of …
models comprised of many locally interacting quantum particles, it describes a wide range of …