A review on quantum approximate optimization algorithm and its variants

K Blekos, D Brand, A Ceschini, CH Chou, RH Li… - Physics Reports, 2024 - Elsevier
Abstract The Quantum Approximate Optimization Algorithm (QAOA) is a highly promising
variational quantum algorithm that aims to solve combinatorial optimization problems that …

Many-body localization in the age of classical computing

P Sierant, M Lewenstein, A Scardicchio… - Reports on Progress …, 2025 - iopscience.iop.org
Statistical mechanics provides a framework for describing the physics of large, complex
many-body systems using only a few macroscopic parameters to determine the state of the …

Nobel lecture: Multiple equilibria

G Parisi - Reviews of Modern Physics, 2023 - APS
This is an extended version of my Nobel Lecture, delivered on December 8, 2021. I will
recall the genesis of the concept of multiple equilibria in natural sciences. I will then describe …

The quantum approximate optimization algorithm and the Sherrington-Kirkpatrick model at infinite size

E Farhi, J Goldstone, S Gutmann, L Zhou - Quantum, 2022 - quantum-journal.org
Abstract The Quantum Approximate Optimization Algorithm (QAOA) is a general-purpose
algorithm for combinatorial optimization problems whose performance can only improve with …

Sampling with flows, diffusion, and autoregressive neural networks from a spin-glass perspective

D Ghio, Y Dandi, F Krzakala, L Zdeborová - Proceedings of the National …, 2024 - pnas.org
Recent years witnessed the development of powerful generative models based on flows,
diffusion, or autoregressive neural networks, achieving remarkable success in generating …

Spin glasses: Experimental facts, theoretical concepts, and open questions

K Binder, AP Young - Reviews of Modern physics, 1986 - APS
This review summarizes recent developments in the theory of spin glasses, as well as
pertinent experimental data. The most characteristic properties of spin glass systems are …

Vortices in high-temperature superconductors

G Blatter, MV Feigel'man, VB Geshkenbein… - Reviews of modern …, 1994 - APS
With the high-temperature superconductors a qualitatively new regime in the
phenomenology of type-II superconductivity can be accessed. The key elements governing …

[BOK][B] Spin glasses: an experimental introduction

JA Mydosh - 1993 - taylorfrancis.com
The phase of condensed matter known as spin glasses has become a vital and productive
area of research. Historically, experiment has suggested unusual effects which have brought …

[BOK][B] The sherrington-kirkpatrick model

D Panchenko - 2013 - books.google.com
The celebrated Parisi solution of the Sherrington-Kirkpatrick model for spin glasses is one of
the most important achievements in the field of disordered systems. Over the last three …

Supermagnetism

S Bedanta, W Kleemann - Journal of Physics D: Applied Physics, 2008 - iopscience.iop.org
An ensemble of nanoparticles in which the inter-particle magnetic interactions are
sufficiently weak shows superparamagnetic behaviour as described by the Néel–Brown …