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건설시스템공학과

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대학공과대학건설시스템공학과

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김태용Taeyong Kim

  • 소속 건설시스템공학과
  • 연구실팔달관 511호
  • 이메일 taeyongkim@ajou.ac.kr
  • 내선번호2505

관심분야

  • 구조신뢰성, 지진공학, 레질리언스, 데이터사이언스 기반 구조 상태 평가

학력

  • 2021.02 서울대학교 박사
  • 2017.02 서울대학교 석사
  • 2015.02 서울대학교 학사

경력

    2023.03~Present: Assistant professor, Ajou University
2021.08~2023.02: Postdoctoral Fellow and course instructor, University of Toronto
2021.02~2021.08: Postdoctoral researcher and course instructor, Seoul National University

연구분야

    Smart cities with disaster resilience
Structural and system reliability analysis
Uncertainty quantification of engineering problems
Deep learning application to complex engineering problems using big data
Statistical/machine learning application to hysteretic systems under uncertainties
Analytical investigation of complex structural systems subjected to stochastic excitations

대표논문

  • [논문] 김태용, Farrokh Fazileh, Joaquín Acostab, Reza Fathi-Fazl, Zhen Cai, Oh-Sung Kwon, Review of nonlinear modelling parameters and acceptance criteria in ASCE 41 for seismic evaluation and upgrading of steel structures in Canada, CANADIAN JOURNAL OF CIVIL ENGINEERING, pp. 688-708 (8월, 2023)
  • [논문] 김태용, 권오성, 송준호, Deep learning based seismic response prediction of hysteretic systems having degradation and pinching, EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, pp. 2384-2406 (7월, 2023)
  • [논문] 김태용, 오세빈, 송준호, Bouc–Wen class models considering hysteresis mechanism of RC columns in nonlinear dynamic analysis, INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS, pp. 104263-104263 (1월, 2023)
  • [논문] 김선중, 김태용, Machine-learning-based prediction of vortex-induced vibration in long-span bridges using limited information, ENGINEERING STRUCTURES, pp. 114551-114551 (9월, 2022)
  • [논문] 김태용, 임성현, 송준호, System-reliability-based disaster resilience analysis: Framework and applications to structural systems, STRUCTURAL SAFETY, pp. 102202-102202 (5월, 2022)

연구활동

  • [논문] 김태용, Oh-Sung Kwon, Junho Song, Deep learning-based response spectrum analysis methodfor building structures, EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, pp. 1638-1655 (4월, 2024)
  • [논문] 김태용, Ho-Kyung Kim, Jaehong Shim, Marco Aulla Villacres, Oh-Sung Kwon, Development of a Differential Load Cell Negating Inertial Force., MEASUREMENT, pp. 113789-113789 (12월, 2023)
  • [논문] 이상리, 김태용, System-reliability-based disaster resilience analysis for structures considering aleatory uncertainties in external loads, EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, Vol.52, No.15, pp. 4939-4963 (12월, 2023)
  • [논문] 김태용, 강철영, 권오성, 송준호, Deep neural network-based regional seismic loss assessment considering correlation between EDP residuals of building structures, EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, Vol.52, pp. 3414-3434 (9월, 2023)
  • [논문] 김태용, Farrokh Fazileh, Joaquín Acostab, Reza Fathi-Fazl, Zhen Cai, Oh-Sung Kwon, Review of nonlinear modelling parameters and acceptance criteria in ASCE 41 for seismic evaluation and upgrading of steel structures in Canada, CANADIAN JOURNAL OF CIVIL ENGINEERING, pp. 688-708 (8월, 2023)
  • [논문] 김태용, 권오성, 송준호, Deep learning based seismic response prediction of hysteretic systems having degradation and pinching, EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, pp. 2384-2406 (7월, 2023)
  • [논문] 김태용, 오세빈, 송준호, Bouc–Wen class models considering hysteresis mechanism of RC columns in nonlinear dynamic analysis, INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS, pp. 104263-104263 (1월, 2023)
  • [논문] 김선중, 김태용, Machine-learning-based prediction of vortex-induced vibration in long-span bridges using limited information, ENGINEERING STRUCTURES, pp. 114551-114551 (9월, 2022)
  • [논문] 김태용, 임성현, 송준호, System-reliability-based disaster resilience analysis: Framework and applications to structural systems, STRUCTURAL SAFETY, pp. 102202-102202 (5월, 2022)
해당 데이터는 존재하지 않습니다.
  • [학술회의] 강철영, 김태용, Seismic resilience assessment of urban communities using Bayesian network, 14th international conference on application of statistics and probability in civil engineering (ICASP 14), (7월, 2023)
  • [학술회의] 한승범, 김태용, 박장호, 박천종, 이태현, 국내외 평가기준 분석 및 수치해석을 통한옥외액체저장탱크의 수직도 분석, 한국전산구조공학회, (11월, 2023)
  • [학술회의] 김태용, 이상리, System-Reliability-based Disaster Resilience Analysis for Structures Under Stochastic Excitations, KSCE 2023 CONVENTION, (10월, 2023)
  • [학술회의] 김태용, 송준호, 권오성, Prediction of seismic responses of structural systems having degradation and pinching using deep learning, Transactions of the Korean Nuclear Society Spring Meeting, (5월, 2023)
  • [학술회의] 오세빈, 송준호, 김태용, 철근 콘크리트 기둥의 이력거동 예측을 위한 Bouc-Wen 계열 모델 개발, 한국지진공학회 정기총회 및 학술발표회, (3월, 2023)
해당 데이터는 존재하지 않습니다.