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量子アルゴリズムの理論と実装を接続する革新的基盤の創出

Planned Research

Project AreaCreation and Organization of Innovative Algorithmic Foundations for Leading Social Innovations
Project/Area Number 20H05966
Research Category

Grant-in-Aid for Transformative Research Areas (A)

Allocation TypeSingle-year Grants
Review Section Transformative Research Areas, Section (IV)
Research InstitutionRitsumeikan University

Principal Investigator

山下 茂  立命館大学, 情報理工学部, 教授 (30362833)

Co-Investigator(Kenkyū-buntansha) 山本 直樹  慶應義塾大学, 理工学部(矢上), 教授 (40513289)
ルガル フランソワ  名古屋大学, 多元数理科学研究科, 教授 (50584299)
森 立平  名古屋大学, 多元数理科学研究科, 准教授 (60732857)
谷 誠一郎  早稲田大学, 教育・総合科学学術院, 教授 (70396183)
西村 治道  名古屋大学, 情報学研究科, 教授 (70433323)
Project Period (FY) 2020-11-19 – 2025-03-31
Project Status Granted (Fiscal Year 2024)
Budget Amount *help
¥119,730,000 (Direct Cost: ¥92,100,000、Indirect Cost: ¥27,630,000)
Fiscal Year 2024: ¥30,420,000 (Direct Cost: ¥23,400,000、Indirect Cost: ¥7,020,000)
Fiscal Year 2023: ¥29,510,000 (Direct Cost: ¥22,700,000、Indirect Cost: ¥6,810,000)
Fiscal Year 2022: ¥30,420,000 (Direct Cost: ¥23,400,000、Indirect Cost: ¥7,020,000)
Fiscal Year 2021: ¥26,780,000 (Direct Cost: ¥20,600,000、Indirect Cost: ¥6,180,000)
Fiscal Year 2020: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords量子計算 / 計算理論 / 実践的利用 / 協調設計 / 量子計算と古典計算の協調利用
Outline of Research at the Start

量子計算各種モデルにおける計算能力の解析を行う理論的なアプローチと、実際に量子計算機を利用する実践的なアプローチの両面から以下の4項目の研究を行う。
(A) 既存の量子計算モデルの結果を量子・古典協調の観点から、あるいは「弱い」量子計算モデルの観点から再検討・再構築する。
(B) 量子計算に起こりうる現実的なエラーを考慮に入れた計算モデルの検討を進める。
(C) 量子計算の方式に応じて異なる量子回路のモデルを量子・古典協調利用の枠組みの中で検討・評価する。
(D) 量子計算と古典計算を協調して利用する計算アルゴリズムの能力を解析するための計算モデルを検討・評価する。

Outline of Annual Research Achievements

量子アルゴリズムによる優位性に関して、計算複雑性理論を用いて解析し、量子優位性の適用範囲を拡大した。特に、量子力学シミュレーションにおける様々な重要な量子系に対して、量子優位性の証明を拡張した。さらに、優位性証明の精度パラメータの向上を行い、より強い意味での優位性を示した。その他、無線通信における最適化問題を Groverのアルゴリズムで解く手法を開発し、必要な qubit数、ゲート数、反復回数などを具体的に解析した。
誤り耐性量子計算機が量子状態準備を離散のゲートセットからなる回路で近似して実現する時に、最適な確率分布を用いて量子状態を準備するための回路を確率的に実現することで、近似誤差を厳密に二乗削減できることを初めて示した。また、従来の状態準備回路を確率的な状態準備回路に効率的に変換し、近似誤差の二乗削減を達成するアルゴリズムを開発した。
量子分散検証に関して、集合等価性と呼ばれる問題に対する分散検証が量子と古典でどの程度効率性に差があるかを研究し、量子分散検証プロトコルと古典の下界を導出することでこの問題に対する量子優位性を明らかにした。また、量子特有の問題に対する量子分散検証プロトコルや、量子分散検証における証明者からの量子通信を古典通信に置き換えるような手法も開発した。
LUTベースの量子回路合成手法と、シャノン分解を利用して部分関数を相対位相の量子ブール回路で実現する手法を効率的に組み合わせて、少ないTゲート数と少ない補助量子ビットで、任意のブール関数を実現する量子回路を合成する手法を開発した。
流体などのダイナミクスを記述する偏微分方程式を量子計算機上で実現・シミュレートする方法を開発した。手法は古典計算機上での実現と比較して空間・時間両面で指数的な計算量削減を実現することが可能であることを確認した。

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

予定している各研究項目でそれぞれ順調に成果を創出しているため。

Strategy for Future Research Activity

引き続き量子計算の各種のモデルにおける計算能力の解析を行う理論的なアプローチと、実際に量子計算機を利用する実践的なアプローチの両面から様々な項目の研究を進め、将来実現する量子計算機を有効に利用するための計算基盤の構築を目指す。そのために、①万能量子計算モデルに関する研究、 ②能力が限定された量子計算モデルに関する研究、③測定ベース量子計算モデルに関する研究、④量子分散計算モデルに関する研究、⑤量子回路モデルに関する研究、⑥実践的な量子計算の利用に関する研究 などの項目に関して新たな知見を得る研究を推進し、最終年度としてそれらの知見から新たに研究すべきテーマの創出を目指す。

Report

(4 results)
  • 2023 Annual Research Report
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • Research Products

    (126 results)

All 2024 2023 2022 2021 2020

All Journal Article (42 results) (of which Int'l Joint Research: 10 results,  Peer Reviewed: 40 results,  Open Access: 33 results) Presentation (82 results) (of which Int'l Joint Research: 47 results,  Invited: 7 results) Book (2 results)

  • [Journal Article] Probabilistic state synthesis based on optimal convex approximation2024

    • Author(s)
      Akibue Seiseki、Kato Go、Tani Seiichiro
    • Journal Title

      npj Quantum Information

      Volume: 10 Issue: 1

    • DOI

      10.1038/s41534-023-00793-7

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Faster Rectangular Matrix Multiplication by Combination Loss Analysis2024

    • Author(s)
      Francois Le Gall
    • Journal Title

      Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms (SODA 2024)

      Volume: - Pages: 3765-3791

    • DOI

      10.1137/1.9781611977912.133

    • ISBN
      9781611977912
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Hamiltonian simulation using the quantum singular-value transformation: Complexity analysis and application to the linearized Vlasov-Poisson equation2024

    • Author(s)
      Toyoizumi Kiichiro、Yamamoto Naoki、Hoshino Kazuo
    • Journal Title

      Physical Review A

      Volume: 109 Issue: 1

    • DOI

      10.1103/physreva.109.012430

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Enhancing VQE Convergence for Optimization Problems with Problem-Specific Parameterized Quantum Circuits2023

    • Author(s)
      MATSUO Atsushi、SUZUKI Yudai、HAMAMURA Ikko、YAMASHITA Shigeru
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E106.D Issue: 11 Pages: 1772-1782

    • DOI

      10.1587/transinf.2023EDP7071

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2023-11-01
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Efficient Method to Decompose and Map MPMCT Gates That Accounts for Qubit Placement2023

    • Author(s)
      MATSUO Atsushi, HATTORI Wakaki, YAMASHITA Shigeru
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E106.A Issue: 2 Pages: 124-132

    • DOI

      10.1587/transfun.2022EAP1050

    • ISSN
      0916-8508, 1745-1337
    • Year and Date
      2023-02-01
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 情報と計算機2023

    • Author(s)
      西村治道
    • Journal Title

      数理科学

      Volume: 61 Pages: 36-42

    • Related Report
      2023 Annual Research Report
  • [Journal Article] Rewindable quantum computation and its equivalence to cloning and adaptive postselection2023

    • Author(s)
      Ryo Hiromasa, Akihiro Mizutani, Yuki Takeuchi, Seiichiro Tani
    • Journal Title

      Leibniz International Proceedings in Informatics, LIPIcs

      Volume: 266

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Distributed Merlin-Arthur Synthesis of Quantum States and Its Applications2023

    • Author(s)
      Francois Le Gall, Masayuki Miyamoto, Harumichi Nishimura
    • Journal Title

      Proceedings of the 48th International Symposium on Mathematical Foundations of Computer Science (MFCS 2023)

      Volume: -

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Improved Hardness Results for the Guided Local Hamiltonian Problem2023

    • Author(s)
      Chris Cade, Marten Folkertsma, Sevag Gharibian, Ryu Hayakawa, Francois Le Gall, Tomoyuki Morimae, Jordi Weggemans
    • Journal Title

      Proceedings of the 50th EATCS International Colloquium on Automata, Languages and Programming (ICALP 2023)

      Volume: -

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Variational quantum algorithm for generalized eigenvalue problems and its application to the finite-element method2023

    • Author(s)
      Sato Yuki、Watanabe Hiroshi C.、Raymond Rudy、Kondo Ruho、Wada Kaito、Endo Katsuhiro、Sugawara Michihiko、Yamamoto Naoki
    • Journal Title

      Physical Review A

      Volume: 108 Issue: 2

    • DOI

      10.1103/physreva.108.022429

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Distributed Quantum Interactive Proofs2023

    • Author(s)
      Francois Le Gall, Masayuki Miyamoto, Harumichi Nishimura
    • Journal Title

      Proceedings of the 40th International Symposium on Theoretical Aspects of Computer Science (STACS 2023)

      Volume: -

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An SMT-Solver-Based Synthesis of NNA-Compliant Quantum Circuits Consisting of CNOT, H and T Gates2023

    • Author(s)
      Seino Kyohei, Yamashita Shigeru
    • Journal Title

      Proceedings of the 28th Asia and South Pacific Design Automation Conference

      Volume: - Pages: 196-201

    • DOI

      10.1145/3566097.3567931

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Quantum Algorithm for Higher-Order Unconstrained Binary Optimization and MIMO Maximum Likelihood Detection2022

    • Author(s)
      Masaya Norimoto, Ryuhei Mori, and Naoki Ishikawa
    • Journal Title

      IEEE Transactions on Communications

      Volume: 71 Issue: 4 Pages: 1926-1939

    • DOI

      10.1109/tcomm.2023.3244924

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An optimal oracle separation of classical and quantum hybrid schemes2022

    • Author(s)
      Atsuya Hasegawa, Francois Le Gall
    • Journal Title

      Proceedings of the 33rd International Symposium on Algorithms and Computation (ISAAC 2022)

      Volume: -

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum Approximate Counting for Markov Chains and Application to Collision Counting2022

    • Author(s)
      Francois Le Gall, Iu-iong Ng
    • Journal Title

      Quantum Information and Computation

      Volume: 22 Issue: 15&16 Pages: 1261-1279

    • DOI

      10.26421/qic22.15-16-1

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Bounds on oblivious multiparty quantum communication complexity2022

    • Author(s)
      Francois Le Gall, Daiki Suruga
    • Journal Title

      Proceedings of the 15th Latin American Theoretical Informatics Symposium (LATIN 2022)

      Volume: - Pages: 641-657

    • DOI

      10.1007/978-3-031-20624-5_39

    • ISBN
      9783031206238, 9783031206245
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dequantizing the Quantum Singular Value Transformation: Hardness and Applications to Quantum Chemistry and the Quantum PCP Conjecture2022

    • Author(s)
      Sevag Gharibian, Francois Le Gall
    • Journal Title

      Proceedings of the 54th ACM Symposium on Theory of Computing (STOC 2022)

      Volume: - Pages: 19-32

    • DOI

      10.1145/3519935.3519991

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Optimization of Quantum Boolean Circuits by Relative-Phase Toffoli Gates2022

    • Author(s)
      Kuroda Shohei, Yamashita Shigeru
    • Journal Title

      Proceedings of RC 2022

      Volume: - Pages: 20-27

    • DOI

      10.1007/978-3-031-09005-9_2

    • ISBN
      9783031090042, 9783031090059
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Space-Bounded Unitary Quantum Computation with Postselection.2022

    • Author(s)
      Seiichiro Tani
    • Journal Title

      Proceedings of the 47th International Symposium on Mathematical Foundations of Computer Science (MFCS 2022), Leibniz International Proceedings in Informatics (LIPIcs)

      Volume: 241

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Computational self-testing for entangled magic states2022

    • Author(s)
      Mizutani Akihiro、Takeuchi Yuki、Hiromasa Ryo、Aikawa Yusuke、Tani Seiichiro
    • Journal Title

      Physical Review A

      Volume: 106 Issue: 1

    • DOI

      10.1103/physreva.106.l010601

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Divide-and-conquer verification method for noisy intermediate-scale quantum computation2022

    • Author(s)
      Yuki Takeuchi, Yasuhiro Takahashi, Tomoyuki Morimae, Seiichiro Tani
    • Journal Title

      Quantum

      Volume: 6 Pages: 758-758

    • DOI

      10.22331/q-2022-07-07-758

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Sumcheck-based delegation of quantum computing to rational server2022

    • Author(s)
      Yuki Takeuchi, Tomoyuki Morimae, Seiichiro Tani
    • Journal Title

      Theor. Comput. Sci.

      Volume: 924 Pages: 46-67

    • DOI

      10.1016/j.tcs.2022.04.016

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Graph Kernels Encoding Features of All Subgraphs by Quantum Superposition2022

    • Author(s)
      Kishi Kaito, Satoh Takahiko, Raymond Rudy, Yamamoto Naoki, Sakakibara Yasubumi
    • Journal Title

      IEEE Journal on Emerging and Selected Topics in Circuits and Systems

      Volume: 12 Issue: 3 Pages: 602-613

    • DOI

      10.1109/jetcas.2022.3200837

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Exponential-time quantum algorithms for graph coloring problems2022

    • Author(s)
      Kazuya Shimizu and Ryuhei Mori
    • Journal Title

      Algorithmica

      Volume: 84 Issue: 12 Pages: 3603-3621

    • DOI

      10.1007/s00453-022-00976-2

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum supremacy and hardness of estimating output probabilities of quantum circuits2022

    • Author(s)
      Kondo Yasuhiro, Mori Ryuhei, Movassagh Ramis
    • Journal Title

      Proceedings of 62nd Annual Symposium on Foundations of Computer Science (FOCS 2021)

      Volume: - Pages: 1296-1307

    • DOI

      10.1109/focs52979.2021.00126

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Quantum Distributed Algorithms for Detection of Cliques2022

    • Author(s)
      Keren Censor-Hillel, Orr Fischer, Francois Le Gall, Dean Leitersdorf, Rotem Oshman
    • Journal Title

      Proceedings of the 13th Innovations in Theoretical Computer Science conference (ITCS 2022)

      Volume: -

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Quantum Meets Fine-grained Complexity: Sublinear Time Quantum Algorithms for String Problems2022

    • Author(s)
      Francois Le Gall, Saeed Seddighin
    • Journal Title

      Proceedings of the 13th Innovations in Theoretical Computer Science conference (ITCS 2022)

      Volume: -

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Optimization Problems in Quantum Circuit Design2021

    • Author(s)
      YAMASHITA Shigeru
    • Journal Title

      IEICE ESS Fundamentals Review

      Volume: 14 Issue: 4 Pages: 337-346

    • DOI

      10.1587/essfr.14.4_337

    • NAID

      130008020108

    • ISSN
      1882-0875
    • Year and Date
      2021-04-01
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Communication Complexity of Private Simultaneous Quantum Messages Protocols2021

    • Author(s)
      Akinori Kawachi, Harumichi Nishimura
    • Journal Title

      2nd Conference on Information-Theoretic Cryptography

      Volume: ITC2021

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum Speedups for Dynamic Programming on n-Dimensional Lattice Graphs2021

    • Author(s)
      Adam Glos, Martins Kokainis, Ryuhei Mori, Jevgenijs Vihrovs
    • Journal Title

      46th International Symposium on Mathematical Foundations of Computer Science (MFCS 2021)

      Volume: 202

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Quantum Communication Complexity of Distribution Testing2021

    • Author(s)
      Aleksandrs Belovs, Arturo Castellanos, Francois Le Gall, Guillaume Malod, Alexander A. Sherstov
    • Journal Title

      Quantum Information and Computation

      Volume: 21 Issue: 15&16 Pages: 1261-1273

    • DOI

      10.26421/qic21.15-16-1

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Lower Bounds for Induced Cycle Detection in Distributed Computing2021

    • Author(s)
      Francois Le Gall, Masayuki Miyamoto
    • Journal Title

      Proceedings of the 32nd International Symposium on Algorithms and Computation (ISAAC 2021)

      Volume: 212

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum Advantage with Shallow Circuits under Arbitrary Corruption2021

    • Author(s)
      Atsuya Hasegawa, Francois Le Gall
    • Journal Title

      Proceedings of the 32nd International Symposium on Algorithms and Computation (ISAAC 2021)

      Volume: 212

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Test of Quantumness with Small-Depth Quantum Circuits2021

    • Author(s)
      Shuichi Hirahara, Francois Le Gall
    • Journal Title

      Proceedings of the 46th International Symposium on Mathematical Foundations of Computer Science (MFCS 2021)

      Volume: 201

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantum Logarithmic Space and Post-selection2021

    • Author(s)
      Francois Le Gall, Harumichi Nishimura, Abuzer Yakaryilmaz
    • Journal Title

      Proceedings of the 16th Conference on the Theory of Quantum Computation, Communication and Cryptography (TQC 2021)

      Volume: 197

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Classically simulating quantum circuits with local depolarizing noise2021

    • Author(s)
      Yasuhiro Takahashi,Yuki Takeuchi, Seiichiro Tani
    • Journal Title

      THEORETICAL COMPUTER SCIENCE

      Volume: 893 Pages: 117-132

    • DOI

      10.1016/j.tcs.2021.07.025

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamical Decomposition and Mapping of MPMCT Gates to Nearest Neighbor Architectures2021

    • Author(s)
      Atsushi Matsuo, Wakaki Hattori, Shigeru Yamashita
    • Journal Title

      IEEE 26th Asia and South Pacific Design Automation Conference

      Volume: ASP-DAC2021 Pages: 786-791

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hardness of efficiently generating ground states in postselected quantum computation2021

    • Author(s)
      Yuki Takeuchi , Yasuhiro Takahashi, Seiichiro Tani
    • Journal Title

      PHYSICAL REVIEW RESEARCH

      Volume: 3 Issue: 1 Pages: 13213-13213

    • DOI

      10.1103/physrevresearch.3.013213

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Distributed Quantum Proofs for Replicated Data2021

    • Author(s)
      Pierre Fraigniaud, Francois Le Gall, Harumichi Nishimura, Ami Paz
    • Journal Title

      Leibniz International Proceedings in Informatics

      Volume: 185

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Tight Distributed Listing of Cliques2021

    • Author(s)
      Keren Censor-Hillel, Yi-Jun Chang, Francois Le Gall and Dean Leitersdorf
    • Journal Title

      Proceedings of the 32nd ACM-SIAM Symposium on Discrete Algorithms (SODA 2021)

      Volume: SODA 2021 Pages: 2878-2891

    • DOI

      10.1137/1.9781611976465.171

    • ISBN
      9781611976465
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Exponential-time quantum algorithms for graph coloring problems2020

    • Author(s)
      Kazuya Shimizu and Ryuhei Mori
    • Journal Title

      Proceedings of Latin American Theoretical Informatics

      Volume: 12118 Pages: 387-398

    • DOI

      10.1007/978-3-030-61792-9_31

    • ISBN
      9783030617912, 9783030617929
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Finding Small and Large k-Clique Instances on a Quantum Computer2020

    • Author(s)
      Sara Ayman Metwalli, Francois Le Gall and Rodney Van Meter
    • Journal Title

      IEEE Transactions on Quantum Engineering

      Volume: 1 Pages: 3102911-3102911

    • DOI

      10.1109/tqe.2020.3045692

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Circuit Division for Gaussian Elimination-based NNA-Compliant Circuit Synthesis Utilizing Reinforcement Learning2024

    • Author(s)
      Huan Yu, Shigeru Yamashita
    • Organizer
      SASIMI 2024
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimizing Gaussian Elimination-based NNA-compliant Circuit Synthesis by Simulated Annealing-based CNOT Gates Insertion2024

    • Author(s)
      Zanhe Qi, Shigeru Yamashita
    • Organizer
      SASIMI 2024
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimizing Decision Diagrams for Measurements of Quantum Circuits2024

    • Author(s)
      Ryosuke Matsuo, Rudy Raymond, Shigeru Yamashita, Shin-Ichi Minato
    • Organizer
      29th Asia and South Pacific Design Automation Conference (ASP-DAC)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] More Distributed Quantum Merlin-Arthur Protocols: Improvement and Extension2023

    • Author(s)
      Harumichi Nishimura
    • Organizer
      Shenzhen-Nagoya Workshop on Quantum Science 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantum distributed computing: potential and limitations2023

    • Author(s)
      Francois Le Gall
    • Organizer
      2023 Conference on Principles of Distributed Systems (OPODIS 2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Rewindable quantum computation and its equivalence to cloning and adaptive postselection2023

    • Author(s)
      Ryo Hiromasa, Akihiro Mizutani, Yuki Takeuchi, Seiichiro Tani
    • Organizer
      18th Conference on the Theory of Quantum Computation, Communication and Cryptography (TQC 2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Divide-and-conquer verification method for noisy intermediate-scale quantum computation2023

    • Author(s)
      Yuki Takeuchi, Yasuhiro Takahashi, Tomoyuki Morimae, Seiichiro Tani
    • Organizer
      23rd Asian Quantum Information Science Conference (AQIS 2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Probabilistic unitary and state synthesis with optimal accuracy2023

    • Author(s)
      Seiseki Akibue, Go Kato, Seiichiro Tani
    • Organizer
      23rd Asian Quantum Information Science Conference (AQIS 2023)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 量子通信路のエンコードとその応用2023

    • Author(s)
      尾形勇輔、森立平
    • Organizer
      第48回量子情報技術研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Optimal Mapping to Nearest-Neighbor Architectures by Appling Simulated Annealing-based Gaussian Elimination Iterator2023

    • Author(s)
      Zanhe QI, Shigeru Yamashita
    • Organizer
      Quantum Innovation 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Circuit division based on reinforcement learning to optimize Steiner-Gauss elimination for NNA-compliant quantum circuit synthesis2023

    • Author(s)
      Huan Yu, Shigeru Yamashita
    • Organizer
      Quantum Innovation 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Leveraging different Boolean function decompositions to optimize LUT-based quantum circuit synthesis2023

    • Author(s)
      David Clarino, Shigeru Yamashita
    • Organizer
      Quantum Innovation 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimizing LUT-Based Quantum Circuit Synthesis Using Relative Phase Boolean Operations2023

    • Author(s)
      David Clarino, Shigeru Yamashita
    • Organizer
      2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Comprehensive Strategy for Improving Steiner-Gauss Elimination: Qubit Layout Optimization and Circuit Division2023

    • Author(s)
      Huan Yu, Shigeru Yamashita
    • Organizer
      AQIS 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimizing Gaussian Elimination-based NNA-compliant Circuit Synthesis Method by Simulated Annealing-based CNOT Gates Insertion2023

    • Author(s)
      Zanhe Qi, Shigeru Yamashita
    • Organizer
      AQIS 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] T-depth Reduction Method by Decomposing MCT Gates Considering the Cancellation2023

    • Author(s)
      Koki Hirono, Shigeru Yamashita
    • Organizer
      AQIS 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantum Circuit Synthesis Method of VQE for Traveling Salesman Problem Considering W States2023

    • Author(s)
      Kohei Ogino, Shigeru Yamashita
    • Organizer
      AQIS 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reducing T-count in Quantum Boolean Circuits by Exploiting Relative Phase Boolean Functions2023

    • Author(s)
      David Clarino, Shigeru Yamashita
    • Organizer
      AQIS 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Using S Gates and Relative Phase Toffoli Gates to Improve T-Count in Quantum Boolean Circuits2023

    • Author(s)
      David Clarino, Shigeru Yamashita
    • Organizer
      IEEE International Symposium on Multiple-Valued Logic
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improving Gaussian Elimination-based NNA-compliant Circuit Synthesis Method by Inserting CNOT Gates2023

    • Author(s)
      Zanhe QI, Shigeru Yamashita
    • Organizer
      32nd International Workshop on Post-Binary ULSI Systems
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Circuit Division based on the Orientation of CNOT Gates for NNA Compliant Circuit Synthesis by? Steiner Gauss Elimination2023

    • Author(s)
      Huan Yu, Shigeru Yamashita
    • Organizer
      Reed-Muller 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 部分回路間の量子テレポーテーションを利用したNNA回路設計手法2023

    • Author(s)
      石井創、山下茂
    • Organizer
      第203回システムとLSIの設計技術研究発表会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 辺の集合の分割と配置変更を利用するNNA制約を満たす量子ビット配置の決定手法2023

    • Author(s)
      松永卓也、山下茂
    • Organizer
      第203回システムとLSIの設計技術研究発表会
    • Related Report
      2023 Annual Research Report
  • [Presentation] ビット削減を考慮したSMTVソルバによるNNA回路合成手法2023

    • Author(s)
      清野恭平、山下茂
    • Organizer
      第203回システムとLSIの設計技術研究発表会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 量子回路の観測のための決定グラフの最適化2023

    • Author(s)
      松尾 亮祐 , レイモンド ルディー , 湊 真一 , 山下茂
    • Organizer
      第9回量子ソフトウェア研究発表会
    • Related Report
      2023 Annual Research Report
  • [Presentation] ガウス消去法を繰り返し利用するNNA量子回路の最適化手法2023

    • Author(s)
      Zanhe Qi, Shigeru Yamashita
    • Organizer
      第48回量子情報技術研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] W状態を考慮した巡回セールスマン問題向けのVQEの量子回路合成手法2023

    • Author(s)
      荻野浩平、山下茂
    • Organizer
      第48回量子情報技術研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] QRACを用いたQAOAの使用量子ビット数の削減手法2023

    • Author(s)
      中尾龍矢、山下茂
    • Organizer
      第48回量子情報技術研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Improved Hardness Results for the Guided Local Hamiltonian Problem2023

    • Author(s)
      Sevag Gharibian
    • Organizer
      26th Conference on Quantum Information Processing (QIP 2023)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Hybrid Quantum-Classical Search Algorithms2023

    • Author(s)
      Ansis Rosmanis
    • Organizer
      26th Conference on Quantum Information Processing (QIP 2023)
    • Related Report
      2022 Annual Research Report
  • [Presentation] 群非所属問題の証拠生成に対する検証プロトコル2023

    • Author(s)
      川合達也, 西村治道
    • Organizer
      第8回量子ソフトウェア研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Divide-and-conquer verification method for noisy intermediate-scale quantum computation2023

    • Author(s)
      Yuki Takeuchi,Yasuhiro Takahashi,Tomoyuki Morimae,Seiichiro Tani
    • Organizer
      26th Conference on Quantum Information Processsing (QIP 2023)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A SAT approach to the initial mapping problem in SWAP gate insertion for commuting gates2023

    • Author(s)
      Atsushi Matsuo, Shigeru Yamashita, Daniel Egger
    • Organizer
      第8回量子ソフトウェア研究発表会
    • Related Report
      2022 Annual Research Report
  • [Presentation] SMTソルバを用いたNNA制約を満たす量子回路の合成手法2023

    • Author(s)
      清野恭平、山下茂
    • Organizer
      電子情報通信学会VLD/HWS研究会
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Quantum Distributed Computing2022

    • Author(s)
      Francois Le Gal
    • Organizer
      Workshop on Advances in Distributed Graph Algorithms (ADGA 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Power of Distributed Quantum Merlin-Arthur Proofs2022

    • Author(s)
      Harumichi Nishimura
    • Organizer
      SUSTech-Nagoya Workshop on Quantum Science 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Computational self-testing for entangled magic states2022

    • Author(s)
      A. Mizutani,Y. Takeuchi,R. Hiromasa,Y. Aikawa,S. Tani
    • Organizer
      Beyond IID in Information Theory 10 (Beyondiid10)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Space-Bounded Unitary Quantum Computation with Postselection2022

    • Author(s)
      Seiichiro Tani
    • Organizer
      47th International Symposium on Mathematical Foundations of Computer Science (MFCS 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 計算量的仮定に基づくエンタングルしたマジック状態のセルフテスト2022

    • Author(s)
      水谷 明博,竹内 勇貴,廣政 良,相川 勇輔,谷 誠一郎
    • Organizer
      電子情報通信学会 技術研究報告 量子情報技術(QIT)
    • Related Report
      2022 Annual Research Report
  • [Presentation] グラフ状態の生成とランク幅2022

    • Author(s)
      隈部壮、森立平
    • Organizer
      第47回量子情報技術研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] グラフ状態の生成における最適なクリフォード回路2022

    • Author(s)
      吉村友成、森立平
    • Organizer
      第46回量子情報技術研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Optimal Synthesis of NNA-Compliant Quantum Circuits in 2-D Architectures by Utilizing Don’t Care Conditions2022

    • Author(s)
      Kyohei Seino, Shigeru Yamashita
    • Organizer
      SASIMI 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mapping to Nearest-Neighbor Architectures by Applying Gaussian Elimination Iteratively2022

    • Author(s)
      Zanhe Qi, Shigeru Yamashita
    • Organizer
      第47回量子情報技術研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Determining Initial Qubit Layouts for Steiner-Gauss Elimination2022

    • Author(s)
      Yu Huan, Shigeru Yamashita
    • Organizer
      第47回量子情報技術研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Using S Gates and Relative Phase Toffoli Gates to Improve T-Count depth in Quantum Boolean Circuit2022

    • Author(s)
      David Clarino, Shigeru Yamashita
    • Organizer
      第47回量子情報技術研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Mapping to Nearest-Neighbor Architectures by Appling Gaussian Elimination Iteratively2022

    • Author(s)
      Zanhe Qi, Shigeru Yamashita
    • Organizer
      AQIS 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improving Steiner-Gauss Elimination by Changing Initial Qubit Layout2022

    • Author(s)
      Yu Huan, Shigeru Yamashita
    • Organizer
      AQIS 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Halving the length of approximate classical representations of pure quantum states with probabilistic encoding2022

    • Author(s)
      Seiseki Akibue,Go Kato,Seiichiro Tani
    • Organizer
      25th Annual Conference on Quantum Information Processing
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Efficiently generating ground states is hard for postselected quantum computation2022

    • Author(s)
      Yuki Takeuchi,Yasuhiro Takahashi,Seiichiro Tani
    • Organizer
      25th Annual Conference on Quantum Information Processing
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] NISQ計算の分割統治による検証2022

    • Author(s)
      竹内 勇貴, 高橋 康博, 森前 智行, 谷 誠一郎
    • Organizer
      情報処理学会 研究報告 第5回量子ソフトウェア研究会(QS)
    • Related Report
      2021 Annual Research Report
  • [Presentation] Exact Minimization of a Relative-Phase Toffoli Gate2022

    • Author(s)
      Naoya Asada, Shigeru Yamashita
    • Organizer
      25th Annual Conference on Quantum Information Processing
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SMP model, PSM protocols, and their quantum analogues2021

    • Author(s)
      Harumichi Nishimura
    • Organizer
      SUSTech-Nagoya workshop on Quantum Science 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Simultaneous Message Passing Models and Private Simultaneous Messages Protocols with Shared Entanglement2021

    • Author(s)
      Harumichi Nishimura
    • Organizer
      3rd Workshop on Quantum and Classical Cryogenic Devices, Circuits, and Systems
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] AND関数に対する秘密同時メッセージプロトコル2021

    • Author(s)
      武田玲志, 西村治道
    • Organizer
      電子情報通信学会 技術研究報告 量子情報技術研究会 (QIT45)
    • Related Report
      2021 Annual Research Report
  • [Presentation] Quantum algorithms for large-scale problems2021

    • Author(s)
      Francois Le Gall
    • Organizer
      The International Symposium on Quantum Science, Technology, and Innovation (Quantum Innovation) 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 分散計算における誘導サイクル発見問題の下界2021

    • Author(s)
      Francois Le Gall, 宮本昌幸
    • Organizer
      電子情報通信学会コンピュテーション研究会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 測定回数削減による変分量子回路最適化の効率化2021

    • Author(s)
      上西慧理子, 菅原道彦, 山本直樹
    • Organizer
      日本物理学会2021年秋季大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Normalized Gradient Descent for Variational Quantum Algorithms2021

    • Author(s)
      Y. Suzuki, H. Yano, R. Raymond, and N. Yamamoto
    • Organizer
      21th Asian Quantum Information Science Conference
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantum Algorithm for Finding the Optimal Variable Ordering for Binary Decision Diagrams2021

    • Author(s)
      Seiichiro Tani
    • Organizer
      16th Conference on the Theory of Quantum Computation, Communication, and Cryptography (TQC 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 確率的符号化を用いた純粋量子状態の古典表現の圧縮2021

    • Author(s)
      秋笛清石,加藤 豪,谷 誠一郎
    • Organizer
      電子情報通信学会 技術研究報告 量子情報技術研究会 (QIT45)
    • Related Report
      2021 Annual Research Report
  • [Presentation] 量子計算を古典委託するための合理的なサムチェックプロトコル2021

    • Author(s)
      竹内 勇貴,森前 智行,谷 誠一郎
    • Organizer
      電子情報通信学会 コンピュテーション研究会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Classically Simulating Quantum Circuits with Local Depolarizing Noise2021

    • Author(s)
      Yasuhiro Takahashi,Yuki Takeuchi,Seiichiro Tani
    • Organizer
      情報処理学会 研究報告 第3回量子ソフトウェア研究会(QS)
    • Related Report
      2021 Annual Research Report
  • [Presentation] Hardness of efficiently generating ground states in postselected quantum computation2021

    • Author(s)
      Yuki Takeuchi,Yasuhiro Takahashi,Seiichiro Tani
    • Organizer
      情報処理学会 研究報告 第3回量子ソフトウェア研究会(QS)
    • Related Report
      2021 Annual Research Report
  • [Presentation] Quantum Algorithm for Finding the Optimal Variable Ordering for Binary Decision Diagrams2021

    • Author(s)
      Seiichiro Tani
    • Organizer
      情報処理学会 研究報告 第3回量子ソフトウェア研究会(QS)
    • Related Report
      2021 Annual Research Report
  • [Presentation] 位相がずれたToffoliゲートの厳密最小化手法2021

    • Author(s)
      浅田尚也, 山下茂
    • Organizer
      電子情報通信学会 技術研究報告 量子情報技術研究会 (QIT45)
    • Related Report
      2021 Annual Research Report
  • [Presentation] T-depth Reduction Considering Multiple MCT Gates with Ancilla Bits2021

    • Author(s)
      Terumi Oguri, Shigeru Yamashita
    • Organizer
      21th Asian Quantum Information Science Conference
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantum State Preparation By Gaussian Elimination2021

    • Author(s)
      Duo Xu, Shigeru Yamashita
    • Organizer
      21th Asian Quantum Information Science Conference
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Cost Reduction Method for Quantum Boolean Circuits by Applying The Transduction Method2021

    • Author(s)
      Shohei Kuroda, Shigeru Yamashita
    • Organizer
      21th Asian Quantum Information Science Conference
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Distributed Quantum Proofs for Replicated Data2021

    • Author(s)
      Pierre Fraigniaud, Francois Le Gall, Harumichi Nishimura, Ami Paz
    • Organizer
      24th Annual Conference on Quantum Information Processing
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 量子コンピュータ実機のノイズ特性を活用したリザバー計算による時系列データ処理2021

    • Author(s)
      鈴木雄大
    • Organizer
      日本機械学会関東支部 第27期総会・講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 変分量子アルゴリズムにおけるノイズの影響の解析2021

    • Author(s)
      上西慧理子
    • Organizer
      日本物理学会第76回年次大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Tight Distributed Listing of Cliques2021

    • Author(s)
      Francois Le Gall
    • Organizer
      電子情報通信学会 コンピュテーション研究会(COMP)
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] ノイズ付き浅層回路による量子計算の優位性2021

    • Author(s)
      長谷川 敦哉
    • Organizer
      第2回量子ソフトウェア研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] SWAP Test and Its Applications to Quantum Distributed Computing2020

    • Author(s)
      Harumichi Nishimura
    • Organizer
      2nd Workshop on Quantum and Classical Cryogenic Device, Circuits, and Systems
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Average-Case Quantum Advantage for Shallow Circuits2020

    • Author(s)
      Francois Le Gall
    • Organizer
      20th Asian Quantum Information Science Conference (AQIS 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Average-Case Quantum Advantage for Shallow Circuits2020

    • Author(s)
      Francois Le Gall
    • Organizer
      2nd workshop on Quantum and Classical Cryogenic Devices, Circuits and Systems (QCCC 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 量子回路の設計手法に関する研究動向2020

    • Author(s)
      山下茂
    • Organizer
      情報処理学会連続セミナー2020 量子コンピュータとソフトウェア2020
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 量子ビットの処理順序を考慮したシュタイナーガウス消去法による量子回路の設計2020

    • Author(s)
      HAN ZHENGTONG
    • Organizer
      デザインガイア2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] Problem-specific Parameterized Quantum Circuits of the VQE Algorithm for Optimization Problems2020

    • Author(s)
      Atsushi Matsuo
    • Organizer
      情報処理学会第1回量子ソフトウェア研究発表会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Problem-specific Parameterized Quantum Circuits of the VQE Algorithm for Optimization Problems2020

    • Author(s)
      Atsushi Matsuo
    • Organizer
      20th Asian Quantum Information Science Conference (AQIS 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantum Circuit Design by Steiner-Gauss with Considering the Order of Qubits2020

    • Author(s)
      HAN Zhengtong
    • Organizer
      20th Asian Quantum Information Science Conference (AQIS 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Efficient Generation of Arbitrary Superposition of Basis States2020

    • Author(s)
      Risa Segawa
    • Organizer
      20th Asian Quantum Information Science Conference (AQIS 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Book] 量子技術の実用化と研究開発業務への導入方法2023

    • Author(s)
      前園涼、藤原彰夫、小林正人、増田幸一郎、間瀬英之、吉原文樹、世永公輝、佐藤隆博、赤木浩、永山翔太、小坂英男、山崎歴舟、宮本和明、西野哲朗、上西慧理子、手塚宙之、佐藤勇気、山内薫、ローツステット・エリック、秋笛清石、山下茂、他総勢60名
    • Total Pages
      483
    • Publisher
      技術情報協会
    • ISBN
      9784861049156
    • Related Report
      2022 Annual Research Report
  • [Book] 基礎から学ぶ量子計算2022

    • Author(s)
      西村治道
    • Total Pages
      257
    • Publisher
      オーム社
    • ISBN
      9784274229695
    • Related Report
      2022 Annual Research Report

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Published: 2020-11-24   Modified: 2024-12-25  

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