Frontiers in Computer Science | Theoretical Computer Science

Systematic Review

Accepted on 24 Jan 2025

Quantum Natural Language Processing and Its Applications in Bioinformatics: A Comprehensive Review of Methodologies, Concepts, and Future Directions

in Theoretical Computer Science

Ms.Gundala Pallavi
R Prasanna Kumar

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1464122

Original Research

Published on 20 Nov 2024

Biclustering a dataset using photonic quantum computing

in Theoretical Computer Science

Ajinkya Borle
Ameya Bhave

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1441879

353 views

Original Research

Published on 14 Oct 2024

A generic framework for the semantic contextualization of indicators

in Theoretical Computer Science

Nicholas Nicholson
Iztok Štotl

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1463989

745 views

Editorial

Published on 03 Sep 2024

Editorial: Experience with quantum annealing computation

in Theoretical Computer Science

Nicholas Chancellor
Catherine C. McGeoch
Susan Mniszewski
David Bernal Niera

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1481330

697 views

Original Research

Published on 26 Aug 2024

Trustworthy and reliable computing using untrusted and unreliable quantum hardware

in Theoretical Computer Science

Suryansh Upadhyay
Swaroop Ghosh

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1431788

929 views
1 citation

Original Research

Published on 27 Jun 2024

A novel ML-driven test case selection approach for enhancing the performance of grammatical evolution

in Theoretical Computer Science

Krishn Kumar Gupt
Meghana Kshirsagar
Douglas Mota Dias
Joseph P. Sullivan
Conor Ryan

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1346149

865 views
1 citation

Brief Research Report

Published on 12 Jun 2024

Experimenting with D-Wave quantum annealers on prime factorization problems

in Theoretical Computer Science

Jingwen Ding
Giuseppe Spallitta
Roberto Sebastiani

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1335369

1,320 views
2 citations

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

911 views
2 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

1,128 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

1,019 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

996 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

1,564 views
1 citation

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

2,365 views
6 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

2,136 views
1 citation

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

1,376 views
1 citation

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

1,144 views

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Articles

Quantum Natural Language Processing and Its Applications in Bioinformatics: A Comprehensive Review of Methodologies, Concepts, and Future Directions

Biclustering a dataset using photonic quantum computing

A generic framework for the semantic contextualization of indicators

Editorial: Experience with quantum annealing computation

Trustworthy and reliable computing using untrusted and unreliable quantum hardware

A novel ML-driven test case selection approach for enhancing the performance of grammatical evolution

Experimenting with D-Wave quantum annealers on prime factorization problems

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

Benchmarking quantum annealing with maximum cardinality matching problems

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

Causality and tractable probabilistic models

Quantum annealing research at CMU: algorithms, hardware, applications

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

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

Individual subject evaluated difficulty of adjustable mazes generated using quantum annealing

Posiform planting: generating QUBO instances for benchmarking