Performance comparison of optimization methods on variational quantum algorithms

Zenodo (CERN European Organization for Nuclear Research)

Abstract

This repository contains the code, data and notebooks to reproduce the plots from the manuscript "Performance comparison of optimization methods on variational quantum algorithms"

Authors 8

1. Xavier Bonet-Monroig Aachen Instituut-Lorentz

   Leiden University

   Affiliation as printed

   Instituut-Lorentz , Universiteit Leiden , 2300 RA Leiden , The Netherlands

2. Hao Wang Aachen Leiden Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Leiden Institute of Advanced Computer Science , Universiteit Leiden , 2333 CA Leiden , The Netherlands

3. Diederick Vermetten Aachen Leiden Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Leiden Institute of Advanced Computer Science , Universiteit Leiden , 2333 CA Leiden , The Netherlands

4. Bruno Senjean Aachen Instituut-Lorentz

   École Nationale Supérieure de Chimie de Montpellier · Leiden University · Centre National de la Recherche Scientifique · Université de Montpellier · Institut Charles Gerhardt Montpellier

   Affiliation as printed

   ICGM , Univ Montpellier , CNRS , ENSCM , 34090 Montpellier , France

   Instituut-Lorentz , Universiteit Leiden , 2300 RA Leiden , The Netherlands

5. Charles Moussa Aachen Leiden Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Leiden Institute of Advanced Computer Science , Universiteit Leiden , 2333 CA Leiden , The Netherlands

6. Thomas Bäck Aachen Leiden Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Leiden Institute of Advanced Computer Science , Universiteit Leiden , 2333 CA Leiden , The Netherlands

7. Vedran Dunjko Aachen Leiden Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Leiden Institute of Advanced Computer Science , Universiteit Leiden , 2333 CA Leiden , The Netherlands

8. Thomas E. O’Brien Aachen Instituut-Lorentz

   Leiden University · Google (United States)

   Affiliation as printed

   Google Quantum AI , 80636 Munich , Germany

   Instituut-Lorentz , Universiteit Leiden , 2300 RA Leiden , The Netherlands