Frontiers in Computer Science | Theoretical Computer Science

Original Research

Published on 10 Jun 2024

ILP-based resource optimization realized by quantum annealing for optical wide-area communication networks—A framework for solving combinatorial problems of a real-world application by quantum annealing

in Theoretical Computer Science

Arthur Witt
Jangho Kim
Christopher Körber
Thomas Luu

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1356983

1,806 views
3 citations

Original Research

Published on 05 Jun 2024

Benchmarking quantum annealing with maximum cardinality matching problems

in Theoretical Computer Science

Daniel Vert
Madita Willsch
Berat Yenilen
Renaud Sirdey
Stéphane Louise
Kristel Michielsen

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1286057

1,651 views

Original Research

Published on 26 Apr 2024

Partitioning QUBO with two-way one-hot conditions on traveling salesman problems for city distributions with multiple clusters

in Theoretical Computer Science

Akihiro Yatabe

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1285244

1,528 views

Original Research

Published on 08 Jan 2024

Causality and tractable probabilistic models

in Theoretical Computer Science

David Cruz
Jorge Batista

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1263386

1,650 views

Mini Review

Published on 05 Jan 2024

Quantum annealing research at CMU: algorithms, hardware, applications

in Theoretical Computer Science

Sridhar Tayur
Ananth Tenneti

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1286860

2,230 views
2 citations

Original Research

Published on 05 Jan 2024

Pneumonia detection by binary classification: classical, quantum, and hybrid approaches for support vector machine (SVM)

in Theoretical Computer Science

Sai Sakunthala Guddanti
Apurva Padhye
Anil Prabhakar
Sridhar Tayur

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1286657

3,291 views
9 citations

Original Research

Published on 12 Dec 2023

Exploration of new chemical materials using black-box optimization with the D-wave quantum annealer

in Theoretical Computer Science

Mikiya Doi
Yoshihiro Nakao
Takuro Tanaka
Masami Sako
Masayuki Ohzeki

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1286226

2,759 views
4 citations

Original Research

Published on 07 Dec 2023

Individual subject evaluated difficulty of adjustable mazes generated using quantum annealing

in Theoretical Computer Science

Yuto Ishikawa
Takuma Yoshihara
Keita Okamura
Masayuki Ohzeki

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1285962

1,838 views
3 citations

Original Research

Published on 21 Nov 2023

Posiform planting: generating QUBO instances for benchmarking

in Theoretical Computer Science

Georg Hahn
Elijah Pelofske
Hristo N. Djidjev

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1275948

1,540 views
1 citation

Original Research

Published on 15 Nov 2023

Adiabatic quantum computing impact on transport optimization in the last-mile scenario

in Theoretical Computer Science

Juan Francisco Ariño Sales
Raúl Andrés Palacios Araos

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1294564

2,417 views
3 citations

Original Research

Published on 19 Oct 2023

Quantum image denoising: a framework via Boltzmann machines, QUBO, and quantum annealing

in Theoretical Computer Science

Phillip Kerger
Ryoji Miyazaki

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1281100

2,342 views
5 citations

Original Research

Published on 16 Oct 2023

Software techniques for training restricted Boltzmann machines on size-constrained quantum annealing hardware

in Theoretical Computer Science

Ilmo Salmenperä
Jukka K. Nurminen

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1286591

1,588 views
2 citations

Editorial

Published on 10 Oct 2023

Editorial: Explainable artificial intelligence

in Theoretical Computer Science

Chathurika S. Wickramasinghe
Daniel Marino
Kasun Amarasinghe

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1291752

1,320 views

Original Research

Published on 15 Sep 2023

Tutorial: calibration refinement in quantum annealing

in Theoretical Computer Science

Kevin Chern
Kelly Boothby
Jack Raymond
Pau Farré
Andrew D. King

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1238988

3,744 views
8 citations

Original Research

Published on 17 Aug 2023

Early steps toward practical subsurface computations with quantum computing

in Theoretical Computer Science

Sarah Greer
Daniel O'Malley

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1235784

1,889 views
4 citations

Original Research

Published on 08 Aug 2023

Explaining any black box model using real data

in Theoretical Computer Science

Anton Björklund
Andreas Henelius
Emilia Oikarinen
Kimmo Kallonen
Kai Puolamäki

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1143904

3,154 views
5 citations