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Phase transitions of provability and supercritical propositions of reverse mathematics

Research Project

Project/Area Number 15H03634
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Foundations of mathematics/Applied mathematics
Research InstitutionTohoku University

Principal Investigator

Tanaka Kazuyuki  東北大学, 理学研究科, 名誉教授 (70188291)

Co-Investigator(Kenkyū-buntansha) 横山 啓太  東北大学, 先端科学技術研究科, 講師 (10534430)
木原 貴行  名古屋大学, 情報学研究科, 准教授 (80722701)
根元 多佳子  北陸先端科学技術大学院大学, 先端科学技術研究科, 助教 (20546155)
Project Period (FY) 2015-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥16,770,000 (Direct Cost: ¥12,900,000、Indirect Cost: ¥3,870,000)
Fiscal Year 2019: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2018: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2017: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2016: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2015: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Keywords逆数学 / 証明論 / 計算可能性理論 / 超準モデル / ゲームの決定性 / ランダム決定木 / 数学基礎論
Outline of Final Research Achievements

The purpose of this study is to obtain multidimensional perspectives on the dynamism of "proof" by elucidating new incompleteness phenomena in the fundations of mathematics, e.g. the phase transition between provability and unprovability induced by parameters inserted in theorems, and supercritical propositions such as the determinacy of infinite games which cannot be proved by ordinary axioms.
During the first half of the plan, we proceeded the research in five sub-themes. In the latter half, we rearranged into the following three sub-themes and obtained remarkable results. (1) Reverse mathematics and non-standard methods. (2) Open game and Weihrauch degrees. (3) Query complexity of random decision trees.

Academic Significance and Societal Importance of the Research Achievements

毎年50名程度の国際研究集会CTFMおよび種々の勉強会を開催した.第一線の研究者を海外から招いて本研究の進捗について随時アドバイスを得るとともに、若手研究者が国際舞台に立つ後押しをした.この間,数学基礎論を専門とする3人の博士と10人強の修士を指導した.そして,本研究の成果を踏まえて,教科書『数学基礎論序説』(裳華房 2019)と『計算理論と数理論理学』(共立出版 2022)を上梓し,また関連の論文を集めた『Computability Theory and Foundations of Mathematics』(World Scientific 2022)を編纂した.

Report

(6 results)
  • 2021 Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (72 results)

All 2021 2020 2019 2018 2017 2016 2015 Other

All Int'l Joint Research (9 results) Journal Article (28 results) (of which Int'l Joint Research: 21 results,  Peer Reviewed: 25 results,  Open Access: 4 results,  Acknowledgement Compliant: 3 results) Presentation (24 results) (of which Int'l Joint Research: 17 results,  Invited: 13 results) Book (3 results) Remarks (4 results) Funded Workshop (4 results)

  • [Int'l Joint Research] 武漢理工大学(中国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] National University of Singapore/Nanyang Technological University(シンガポール)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Wuhan University of Technology(中国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] National University of Singapore/Nanyang Technological University(シンガポール)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of Torino/University of Udine(イタリア)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of California, Berkeley(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Wuhan University of Technology(中国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] National University of Singapore/Nanyang Technological University(シンガポール)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] University of Torino/University of Udine(イタリア)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] A COMPARISON OF VARIOUS ANALYTIC CHOICE PRINCIPLES2021

    • Author(s)
      D’AURIAC PAUL-ELLIOT ANGLES、KIHARA TAKAYUKI
    • Journal Title

      The Journal of Symbolic Logic

      Volume: 86 Issue: 4 Pages: 1452-1485

    • DOI

      10.1017/jsl.2021.37

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The reverse mathematics of theorems of Jordan and Lebesgue2021

    • Author(s)
      Nies Andre、Triplett Marcus A.、Yokoyama Keita
    • Journal Title

      The Journal of Symbolic Logic

      Volume: - Issue: 4 Pages: 1-18

    • DOI

      10.1017/jsl.2021.16

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The Eigen-Distribution for Multi-Branching Weighted Trees on Independent Distributions2021

    • Author(s)
      Peng Weiguang、Peng NingNing、Tanaka Kazuyuki
    • Journal Title

      Methodology and Computing in Applied Probability

      Volume: 24 Issue: 1 Pages: 277-287

    • DOI

      10.1007/s11009-021-09849-7

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The Brouwer invariance theorems in reverse mathematics2020

    • Author(s)
      Kihara Takayuki
    • Journal Title

      Forum of Mathematics, Sigma

      Volume: 8 Pages: 1-12

    • DOI

      10.1017/fms.2020.52

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Decomposing functions of Baire class 2 on Polish spaces2020

    • Author(s)
      Ding Longyun、Kihara Takayuki、Semmes Brian、Zhao Jiafei
    • Journal Title

      The Journal of Symbolic Logic

      Volume: 85 Issue: 3 Pages: 960-971

    • DOI

      10.1017/jsl.2020.57

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Ekeland's variational principle in weak and strong systems of arithmetic2020

    • Author(s)
      Fernandez-Duque David、Shafer Paul、Yokoyama Keita
    • Journal Title

      Selecta Mathematica

      Volume: 26 Issue: 5 Pages: 1-38

    • DOI

      10.1007/s00029-020-00597-z

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Searching for an analogue of ATR_0 in the Weihrauch lattice2020

    • Author(s)
      T. Kihara, A. Marcone, and A. Pauly
    • Journal Title

      Journal of Symbolic Logic

      Volume: -

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] On the structure of the Wadge degrees of bqo-valued Borel functions2019

    • Author(s)
      Takayuki Kihara, and Antonio Montalban
    • Journal Title

      Transactions of the American Mathematical Society

      Volume: 371 Issue: 11 Pages: 7885-7923

    • DOI

      10.1090/tran/7621

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] On a metric generalization of the tt-degrees and effective dimension theory2019

    • Author(s)
      Takayuki Kihara
    • Journal Title

      The Journal of Symbolic Logic

      Volume: 印刷中 Issue: 02 Pages: 726-749

    • DOI

      10.1017/jsl.2019.18

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Combinatorial principles equivalent to weak induction2019

    • Author(s)
      Caleb Davis, Denis R. Hirschfeldt, Jeffry L. Hirst, Jake Pardo, Arno Pauly and Keita Yokoyama
    • Journal Title

      Computability

      Volume: - Issue: 3-4 Pages: 1-12

    • DOI

      10.3233/com-180244

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Finite choice, convex choice and sorting2019

    • Author(s)
      T. Kihara and A. Pauly
    • Journal Title

      Proceedings of TAMC 2019, Lecture Notes in Computer Science

      Volume: 11436 Pages: 378-393

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A parameterized halting problem, the linear time hierarchy, and the MRDP theorem2018

    • Author(s)
      Yijia Chen, Moritz Mueller and Keita Yokoyama
    • Journal Title

      Proceedings of the 33rd Annual ACM/IEEE Symposium on Logic in Computer Science

      Volume: 33 Pages: 235-244

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Alternation hierarchies and fragments of modal mu-calculus2018

    • Author(s)
      W. Li, Y. Omata and K. Tanaka
    • Journal Title

      数理解析研究所講究録

      Volume: 2083 Pages: 98-110

    • Related Report
      2018 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Alternation hierarchies and fragments of modal $\mu$-calculus2018

    • Author(s)
      W. Li, Y. Omata and K. Tanaka
    • Journal Title

      RIMS Kokyuroku

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
  • [Journal Article] The strength of Ramsey’s theorem for pairs and arbitrary many colors2018

    • Author(s)
      Theodore A. Slaman and Keita Yokoyama
    • Journal Title

      Journal of Symbolic Logic

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The strength of SCT soundness2018

    • Author(s)
      Emanuele Frittaion, Florian Pelupessy, Silvia Steila and Keita Yokoyama
    • Journal Title

      Journal of Logic and Computation

      Volume: 印刷中 Issue: 6 Pages: 1217-1242

    • DOI

      10.1093/logcom/exy003

    • NAID

      120006725405

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The proof-theoretic strength of Ramsey’s theorem for pairs and two colors2018

    • Author(s)
      Ludovic Patey and Keita Yokoyama
    • Journal Title

      Advances in Mathematics

      Volume: 印刷中

    • NAID

      120006874931

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The uniform Martin's conjecture for many-one degrees2018

    • Author(s)
      Takayuki Kihara and Antonio Montalban
    • Journal Title

      Transactions of the American Mathematical Society

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The eigen-distribution of weighted game trees2017

    • Author(s)
      S. Okisaka, W. Peng, W. Li and K. Tanaka
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 10627 Pages: 286-297

    • DOI

      10.1007/978-3-319-71150-8_25

    • ISBN
      9783319711492, 9783319711508
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The determinacy strength of pushdown $\omega$-languages2017

    • Author(s)
      W. Li and K. Tanaka
    • Journal Title

      RAIRO - Theoretical Informatics and Applications

      Volume: 51 Issue: 1 Pages: 29-50

    • DOI

      10.1051/ita/2017006

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The strength of the SCT criterion2017

    • Author(s)
      Emanuele Frittaion, Silvia Steila and Keita Yokoyama
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 20185 Pages: 260-273

    • DOI

      10.1007/978-3-319-55911-7_19

    • ISBN
      9783319559100, 9783319559117
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The uniqueness of eigen-distribution under nondirectional algorithms2016

    • Author(s)
      W. Peng, S. Okisaka, W. Li and K. Tanaka
    • Journal Title

      IAENG International Journal of Computer Science

      Volume: 43-3 Pages: 318-325

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Reverse mathematical bounds for the Termination Theorem2016

    • Author(s)
      Silvia Steila and Keita Yokoyama
    • Journal Title

      Annals of Pure and Applied Logic

      Volume: 167 Issue: 12 Pages: 1213-1241

    • DOI

      10.1016/j.apal.2016.06.001

    • NAID

      120006478232

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] On principles between Σ1- and Σ2-induction, and monotone enumerations2016

    • Author(s)
      Alexander P. Kreuzer and Keita Yokoyama
    • Journal Title

      Journal of Mathematical Logic

      Volume: 16 Issue: 01 Pages: 1650004-1650004

    • DOI

      10.1142/s0219061316500045

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] The Eigen-distribution for Multi-branching Trees2016

    • Author(s)
      Weiguang Peng, Shohei Okisaka, Wenjuan Li, Kazuyuki Tanaka
    • Journal Title

      International MultiConference of Engineers and Computer Scientists

      Volume: I Pages: 88-93

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Commuting quantum circuits with few outputs are unlikely to be classically simulatable2016

    • Author(s)
      Yasuhiro Takahashi, Seiichiro Tani, Takeshi Yamazaki, Kazuyuki Tanaka
    • Journal Title

      Quantum Information and Computation

      Volume: 16-3&4 Pages: 251-270

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Infinite games recognized by 2-stack visibly pushdown automata2015

    • Author(s)
      Wenjuan Li, Shohei Okisaka, Kazuyuki Tanaka
    • Journal Title

      数理解析研究所講究録

      Volume: 1950 Pages: 121-137

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Commuting quantum circuits with few outputs are unlikely to be classically simulatable2015

    • Author(s)
      Yasuhiro Takahashi, Seiichiro Tani, Takeshi Yamazaki, Kazuyuki Tanaka
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 9198 Pages: 223-234

    • DOI

      10.1007/978-3-319-21398-9_18

    • ISBN
      9783319213972, 9783319213989
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Presentation] Degrees of non-computability of homeomorphism types of Polish spaces2020

    • Author(s)
      Takayuki Kihara
    • Organizer
      Computability in Europe 2020, Salerno, Italy, June 29-July 3, 2020
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ブール木に対する固有独立分布について2020

    • Author(s)
      田中一之
    • Organizer
      日本数学会年会(アブトラクト)3月
    • Related Report
      2019 Annual Research Report
  • [Presentation] Computability-theoretic methods in descriptive set theory2019

    • Author(s)
      Takayuki Kihara
    • Organizer
      16th Asian Logic Conference 2019, Kazakhstan, June 17-21, 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Finitary infinite pigeonhole principle and Ramsey’s theorem in reverse mathematics2019

    • Author(s)
      Keita Yokoyama
    • Organizer
      Computability in Europe 2019, Durham, July 15-19, 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 重み付きAND-OR木の固有分布について2019

    • Author(s)
      田中一之
    • Organizer
      日本応用数理学会年会(東大駒場)9月3日
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Weihrauch degrees of numerical problems2019

    • Author(s)
      K. Yokoyama
    • Organizer
      The 9th Computability Theory and Foundations of Mathematics 2019, Wuhan
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The Brouwer Invariance Theorems in Reverse Mathematics2019

    • Author(s)
      T. Kihara
    • Organizer
      The 9th Computability Theory and Foundations of Mathematics 2019, Wuhan
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 重み付きAND-OR木の固有分布について2019

    • Author(s)
      田中一之
    • Organizer
      日本応用数理学会年会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Ramsey's theorem and sizes of proofs2018

    • Author(s)
      K. Yokoyama
    • Organizer
      Workshop on Ramsey Theory and Computability, Rome
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Weihrauch counterparts of reverse mathematical principles2018

    • Author(s)
      T. Kihara
    • Organizer
      The 2018 North American Annual Meeting of the Association for Symbolic Logic
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] On the structure of the Wadge degrees of BQO-valued Borel functions2018

    • Author(s)
      T. Kihara
    • Organizer
      The Logic Colloquium 2018, Italy
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 重み付きAND-OR木における固有分布の一意性について2018

    • Author(s)
      田中一之,沖坂祥平
    • Organizer
      日本数学会年会(東京大学)
    • Related Report
      2017 Annual Research Report
  • [Presentation] The eigen-distribution of weighted game trees2017

    • Author(s)
      S. Okisaka, W. Peng, W. Li and K. Tanaka
    • Organizer
      COCOA 2017 in Hong Kong
    • Related Report
      2017 Annual Research Report
  • [Presentation] On the first-order part of Ramsey's theorem for pairs2017

    • Author(s)
      横山啓太
    • Organizer
      CTFM 2017 at NUS
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Wadge-like classifications of real valued functions2017

    • Author(s)
      木原貴行
    • Organizer
      Aspects of Computation at NUS
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 無限ゲームとプッシュダウンω言語2017

    • Author(s)
      田中一之,李文娟
    • Organizer
      日本数学会秋季総合分科会(山形大学)
    • Related Report
      2016 Annual Research Report
  • [Presentation] Determinacy strength of infinite games in omega-languages recognized by variations of automata2016

    • Author(s)
      Kazuyuki Tanaka
    • Organizer
      IMS-JSPS Joint Workshop on Mathematical Logic and the Foundations of Mathematics
    • Place of Presentation
      シンガポール国立大学,シンガポール
    • Year and Date
      2016-01-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Thoughts on indicators and density notions2016

    • Author(s)
      Keita Yokoyama
    • Organizer
      IMS-JSPS Joint Workshop on Mathematical Logic and the Foundations of Mathematics
    • Place of Presentation
      シンガポール国立大学,シンガポール
    • Year and Date
      2016-01-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Trees with at most finitely many paths in reverse mathematics2016

    • Author(s)
      Keita Yokoyama
    • Organizer
      CTFM2016
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] On the Proof-Theoretic Strength of Ramsey's Theorem for Pairs2016

    • Author(s)
      Keita Yokoyama
    • Organizer
      Mathematical Logic and Its Applications
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The determinacy strength of infinite games in $\omega$-languages recognized by variations of pushdown automata2016

    • Author(s)
      W. Li and K. Tanaka
    • Organizer
      Mathematical Logic and Its Applications
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 二階算術における無限ゲームの決定性2015

    • Author(s)
      根元多佳子
    • Organizer
      日本数学会秋季総合分科会
    • Place of Presentation
      京都産業大学
    • Year and Date
      2015-09-15
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] A simple conservation proof for ADS2015

    • Author(s)
      Keita Yokoyama
    • Organizer
      Computability Theory and Foundations of Mathematics 2015
    • Place of Presentation
      東京工業大学
    • Year and Date
      2015-09-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Determinacy of Infinite Games and Reverse Mathematics: Complexity of Winning Strategies2015

    • Author(s)
      Takako Nemoto
    • Organizer
      Computability in Europe 2015
    • Place of Presentation
      ルーマニア・ブカレスト
    • Year and Date
      2015-07-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Book] 山の上のロジック学園2019

    • Author(s)
      田中一之、バラマツヒトミ
    • Total Pages
      284
    • Publisher
      日本評論社
    • ISBN
      4535789134
    • Related Report
      2019 Annual Research Report
  • [Book] 逆数学2019

    • Author(s)
      ジョン・スティルウェル、田中 一之、川辺 治之
    • Total Pages
      232
    • Publisher
      森北出版
    • ISBN
      4627054513
    • Related Report
      2019 Annual Research Report
  • [Book] 数学基礎論序説2019

    • Author(s)
      田中 一之
    • Total Pages
      384
    • Publisher
      裳華房
    • ISBN
      9784785315757
    • Related Report
      2018 Annual Research Report
  • [Remarks] Sendailogic

    • URL

      http://www.sendailogic.com/

    • Related Report
      2018 Annual Research Report
  • [Remarks] CTFM 2017

    • URL

      https://ims.nus.edu.sg/events/2017/wcom/

    • Related Report
      2017 Annual Research Report
  • [Remarks] CTFM2016

    • URL

      http://www.sendailogic.com/CTFM2016/

    • Related Report
      2016 Annual Research Report
  • [Remarks] Workshop on Mathematical Logic

    • URL

      http://www.sendailogic.com/Titechworkshop/

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] Computability Theory and Foundations of Mathematics (CTFM 2018)2019

    • Related Report
      2018 Annual Research Report
  • [Funded Workshop] CTFM 20172017

    • Related Report
      2017 Annual Research Report
  • [Funded Workshop] Computability Theory and Foundations of Mathematics (CTFM 2016)2016

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] Workshop on Mathematical Logic2016

    • Related Report
      2016 Annual Research Report

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Published: 2015-04-16   Modified: 2023-01-30  

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