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A review of barren plateaus in variational quantum computing
Variational quantum computing offers a flexible computational paradigm with applications in
diverse areas. However, a key obstacle to realizing their potential is the Barren Plateau (BP) …
diverse areas. However, a key obstacle to realizing their potential is the Barren Plateau (BP) …
Ab-initio variational wave functions for the time-dependent many-electron Schrödinger equation
J Nys, G Pescia, A Sinibaldi, G Carleo - Nature communications, 2024 - nature.com
Understanding the real-time evolution of many-electron quantum systems is essential for
studying dynamical properties in condensed matter, quantum chemistry, and complex …
studying dynamical properties in condensed matter, quantum chemistry, and complex …
Toward real chemical accuracy on current quantum hardware through the transcorrelated method
Quantum computing is emerging as a new computational paradigm with the potential to
transform several research fields including quantum chemistry. However, current hardware …
transform several research fields including quantum chemistry. However, current hardware …
Provable bounds for noise-free expectation values computed from noisy samples
SV Barron, DJ Egger, E Pelofske, A Bärtschi… - Nature Computational …, 2024 - nature.com
Quantum computing has emerged as a powerful computational paradigm capable of solving
problems beyond the reach of classical computers. However, today's quantum computers …
problems beyond the reach of classical computers. However, today's quantum computers …
Overhead-constrained circuit knitting for variational quantum dynamics
Simulating the dynamics of large quantum systems is a formidable yet vital pursuit for
obtaining a deeper understanding of quantum mechanical phenomena. While quantum …
obtaining a deeper understanding of quantum mechanical phenomena. While quantum …
Toward quantum simulation of non-Markovian open quantum dynamics: A universal and compact theory
X Li, SX Lyu, Y Wang, RX Xu, X Zheng, YJ Yan - Physical Review A, 2024 - APS
Non-Markovianity, the intricate dependence of an open quantum system on its temporal
evolution history, holds tremendous implications across various scientific disciplines …
evolution history, holds tremendous implications across various scientific disciplines …
Towards efficient quantum computing for quantum chemistry: Reducing circuit complexity with transcorrelated and adaptive ansatz techniques
The near-term utility of quantum computers is hindered by hardware constraints in the form
of noise. One path to achieving noise resilience in hybrid quantum algorithms is to decrease …
of noise. One path to achieving noise resilience in hybrid quantum algorithms is to decrease …
Critical behavior of the Ising model by preparing the thermal state on a quantum computer
We simulate the critical behavior of the Ising model utilizing a thermal state prepared using
quantum computing techniques. The preparation of the thermal state is based on the …
quantum computing techniques. The preparation of the thermal state is based on the …
Random natural gradient
I Kolotouros, P Wallden - Quantum, 2024 - quantum-journal.org
Hybrid quantum-classical algorithms appear to be the most promising approach for near-
term quantum applications. An important bottleneck is the classical optimization loop, where …
term quantum applications. An important bottleneck is the classical optimization loop, where …
Accelerating quantum imaginary-time evolution with random measurements
Quantum imaginary-time evolution (QITE) is a promising tool to prepare thermal or ground
states of Hamiltonians, as convergence is guaranteed when the evolved state overlaps with …
states of Hamiltonians, as convergence is guaranteed when the evolved state overlaps with …