Researcher Profile and Settings

Profile and Settings

Name

• Name

  SUZUKI Masaaki

Profile & Settings

• researchmapURL

  URL（英）

Affiliations

Affiliation (Master)

• Associate Professor

Education, Etc.

Education

• Apr. 2003, Mar. 2006, The University of Tokyo, Graduate School of Engineering, Department of Quantum Engineering and Systems Science
• Apr. 2001, Mar. 2003, The University of Tokyo, Graduate School of Engineering, Department of Quantum Engineering and Systems Science
• Apr. 1997, Mar. 2001, Gakushuin University, Faculty of Science, Department of Physics

Degree

• Engineering, Mar. 2006, The University of Tokyo
• Engineering, Mar. 2003, The University of Tokyo

その他基本情報

Association Memberships

• The Japan Society of Mechanical Engineers
• Atomic Energy Society of Japan
• The Japan Society for Computational Engineering and Science
• Japan Society of Maintenology
• The Operations Research Society of Japan

Committee Memberships

• The Japan Electric Association
• Atomic Energy Society of Japan
• Atomic Energy Society of Japan
• High Pressure Institute of Japan
• Japan Society of Maintenology
• Japan Society for Computational Engineering and Science

Research Activities

Research Areas, Etc.

Research Areas

• Computational Science and Engineering

Research Interests

• Simulation
• Machine Learning
• Optimization
• Risk
• Resilience

Book, papers, etc

Published Papers

• Does Case-mix Classification Affect Predictions? A Machine Learning Algorithm for Surgical Duration Estimation
  Mari Ito, Kinju Hoshino, Ryuta Takashima, Masaaki Suzuki, Manabu Hashimoto, Hirofumi Fujii
  Healthcare Analytics, Vol.2, 100119, --, 2022, refereed, Joint Work
• Maintenance scheduling of nuclear components under reliability constraints using adaptive parallel particle swarm optimization
  Masaaki Suzuki and Mari Ito
  Journal of Advanced Mechanical Design, Systems and Manufacturing, Vol.16, No.4, JAMDSM0043, --, 2022, refereed, Joint Work
• Cost-optimal Scheduling of Nuclear Component Maintenance Subject to Reliability Constraints
  Mari Ito and Masaaki Suzuki
  Information Engineering Express, Vol.8, No.1, pp.1, --pp.9, 2022, refereed, Joint Work
• Predicting Cerebral Aneurysm Rupture using Gradient Boosting Decision Tree based on Clinical, Computational Fluid Dynamics and Geometric Data
  Toshiyuki Haruhara, Masaaki Suzuki, Hideto Ohgi, Hiroyuki Takao, Takashi Suzuki, Soichiro Fujimura, Toshihiro Ishibashi, Makoto Yamamoto, Yuichi Murayama, Hayato Ohwada
  International Journal of Computers and Their Applications, Vol.27, No.3, p.122, --p.130, 2020, refereed, Joint Work
• Comparative evaluation of response reliability during accidents in light water reactors and fast reactors
  Masaaki Suzuki, Kazuyuki Demachi, Shigeru Takaya, Yoshitaka Chikazawa
  Mechanical Engineering Journal, Vol.7, No.4, 19-00570, --, 2020, refereed, Joint Work
• Effect of picker congestion on travel time in an order picking operation
  Erika TAJIMA, Masaaki SUZUKI, Aya ISHIGAKI, Masato HAMADA, Wataru KAWAI
  Journal of Advanced Mechanical Design, Systems and Manufacturing, Vol.14, No.5, JAMDSM0072, --, 2020, refereed, Joint Work
• Optimal Maintenance Scheduling in Nuclear Power Plants via Linear Programming Considering the Relationship between the Failure Cause and Maintenance Type
  Mari Ito and Masaaki Suzuki
  E-Journal of Advanced Maintenance, Vol.11, No.4, p.153, --p.162, 2020, refereed, Joint Work
• Analysis of congestion mitigation measures at convenience stores using agent-based customer behavior simulation
  Erika TAJIMA, Masaaki SUZUKI, Aya ISHIGAKI, Yoshiaki SHIMADA
  Journal of the Society of Plant Engineers Japan, 31巻, 4号, p.140, --p.147, 2020, refereed, Joint Work
• Building a Classifier of Onset Stroke Prediction Using Random Tree Algorithm
  Yu-Chen Chen, Takashi Suzuki, Masaaki Suzuki, Hiroyuki Takao, Yuichi Murayama, and Hayato Ohwada
  International Journal of Machine Learning and Computing, Vol.7, No.4, p.61, --p.66, 2017, refereed, Joint Work
• Development of resilience evaluation method for nuclear power plants (Part 3: Study on evaluation method and applicability of resilience index)
  Masaaki Suzuki, Kazuyuki Demachi, Hiroshi Miyano, Shigeki Arai, Takao Nakamura, Masayuki Kamaya, Atsunori Yamaguchi, Tatsuya Itoi, Naoto Kasahara, Kenta Murakami, and Masaaki Matsumoto
  E-Journal of Advanced Maintenance, Vol.9, No.1, p.1, --p.14, 2017, refereed, Joint Work
• Development of resilience evaluation method for nuclear power plants (Part 1: Proposal of resilience index for assessment index of safety of nuclear power plant under severe accident)
  Kazuyuki Demachi, Masaaki Suzuki, Hiroshi Miyano, Shigeki Arai, Takao Nakamura, Masayuki Kamaya, Atsunori Yamaguchi, Tatsuya Itoi, Naoto Kasahara, Kenta Murakami, and Masaaki Matsumoto
  E-Journal of Advanced Maintenance, Vol.8, No.2, p.23, --p.31, 2016, refereed, Joint Work
• 15巻, 2号, p.83, --p.91, 2016, refereed, Joint Work
• 15巻, 1号, p.65, --p.70, 2016, refereed, Joint Work
• Maintenance index for system safety assessment for aging nuclear power plant
  Kazuyuki Demachi, Hiroshi Miyano, Shigeru Arai, Masaaki Suzuki, Tatsuya Itoi, Atsunori Yamaguchi, Kenta Murakami and Masaaki Matsumoto
  E-Journal of Advanced Maintenance, Vol.7, No.3, p.199, --p.205, 2015, refereed, Joint Work
• Reliability-based thermal fatigue evaluation method against random fluid temperature fluctuation
  Masaaki Suzuki and Naoto Kasahara
  E-Journal of Advanced Maintenance, Vol.7, No.1, p.108, --p.116, 2015, refereed, Joint Work
• Development and applicability evaluation of frequency response function of structures to fluctuations of thermal stratification
  Kohei Soda, Masaaki Suzuki, Naoto Kasahara, Daniel Constanda, and Hiroshi Kuribayashi
  E-Journal of Advanced Maintenance, Vol.7, No.1, p.1, --p.7, 2015, refereed, Joint Work
• Main factors for fatigue failure probability of pipes subjected to fluid temperature fluctuation
  Hideo Machida, Masaaki Suzuki, and Naoto Kasahara
  E-Journal of Advanced Maintenance, Vol.6, No.4, p.107, --p.117, 2015, refereed, Joint Work
• Multi-agent-based simulation of knowledge propagation in organizations
  Gaku Hashimoto, Takanori Fujiwara, Masaaki Suzuki, Hiroshi Okuda, Junji Ise, Masanori Shioya
  IEEJ Transactions on Electronics, Information and Systems, 133巻, 9号, p.1770, --p.1778, 2013, refereed, Joint Work
• Agent-based modeling of movie-viewing behavior for service strategy analysis in multiplex theater
  Masaaki Suzuki, Yoshitaka Inoue, and Hiroshi Okuda
  Journal of the Japan Society for Management Information, 19巻, 2号, p.101, --p.119, 2010, refereed, Joint Work
• Acceleration of biomolecular dynamics simulation on the Earth Simulator
  Masaaki Suzuki and Hiroshi Okuda
  International Journal of Computational Methods, Vol.5, No.2, p.319, --p.327, 2008, refereed, Joint Work
• Fragment replica-exchange method for efficient protein conformation sampling
  Masaaki Suzuki and Hiroshi Okuda
  Molecular Simulation, Vol.34, Issue 3, p.267, --p.275, 2008, refereed, Joint Work
• 16巻, 3号, p.255, --p.264, 2006, refereed, Joint Work
• 21巻, p.49, --p.52, 2004, refereed, Joint Work
• 70巻, p.519, --p.524, 2004, refereed, Joint Work

Books etc

• 2018
• 2017

Conference Activities & Talks

• Decision Support System for Hospitalization Management: An Effect of Length of Stay using Machine Learning
  Aurelius Aaron, Mari Ito, Masaaki Suzuki, and Sadaki Inokuchi
  2024, Joint Work
• Improving Hospital Bed Management: Machine Learning for Predicting Length of Hospital Stay
  Aurelius Aaron, Mari Ito, Kanade Takeuchi, Masaaki Suzuki, and Sadaki Inokuchi
  8th International Conference on Management in Emerging Markets, 2024, Joint Work, refereed
• Predicting Length of Hospital Stay using Machine Learning
  Mari Ito, Kanade Takeuchi, Masaaki Suzuki, Aaron Aurelius, Masaki Koizumi, Akemi Yano, and Sadaki Inokuchi
  16th International Congress on Advanced Applied Informatics, 2024, Joint Work, refereed
• 2023, Joint Work
• 2023, Joint Work
• 2023, Joint Work
• 2023, Joint Work
• 2023, Joint Work
• 2022, Joint Work
• Simulation of the Diffusion of Alternative Fuel Vehicles Considering the Possession of Information
  Masaaki Suzuki, Mari Ito, Ryuta Takashima, and Makoto Tanaka
  43rd International Association for Energy Economics (IAEE) International Conference, 2022, Joint Work
• 2022, Joint Work
• Bed Management for Inpatient Using Particle Swarm Optimization
  Mari Ito, Masaaki Suzuki
  12th International Congress on Advanced Applied Informatics, 2022, Joint Work, refereed
• 2022, Joint Work
• Long-term Scheduling of Inspection Process for Evaluating Operability and Maintainability of Fast Reactor Plants
  Masaaki Suzuki, Mari Ito, Ryuta Hashidate, Keita Takahashi, Hiroki Yada, Shigeru Takaya
  22nd Conference of the International Federation of Operational Research Societies, 2021, Joint Work
• 2021, Joint Work
• 2021, Joint Work
• 2021, Joint Work
• Fundamental Study on Scheduling of Inspection Process for Fast Reactor Plants
  Masaaki Suzuki, Mari Ito, Ryuta Hashidate, Keita Takahashi, Hiroki Yada, Shigeru Takaya
  9th International Congress on Advanced Applied Informatics, 2020, Joint Work, refereed
• Predicting Cerebral Aneurysm Rupture by Gradient Boosting Decision Tree Using Clinical, Morphological, and Hemodynamic Information
  Toshiyuki Haruhara, Hideto Ohgi, Masaaki Suzuki, Hiroyuki Takao, Takashi Suzuki, Soichiro Fujimura, Toshihiro Ishibashi, Makoto Yamamoto, Yuichi Murayama, Hayato Ohwada
  35th International Conference on Computers and Their Applications 2020, 2020, Joint Work, refereed
• Power-Plant Resilience: Trial Evaluation of Response Reliability During Fast-Reactor Accident
  Masaaki Suzuki
  2019 Asian Conference of Management Science & Applications, 2019, Single Work, refereed
• Warehouse Layout Design Considering Picking Frequency Using Agent-based Simulation
  Erika Tajima, Aya Ishigaki, Masaaki Suzuki, Masato Hamada, and Wataru Kawai
  International Symposium on Scheduling 2019, 2019, Joint Work, refereed
• Classification Model for Cerebral Aneurysm Rupture Prediction using Medical and Blood-Flow-Simulation Data
  Masaaki Suzuki, Toshiyuki Haruhara, Hiroyuki Takao, Takashi Suzuki, Soichiro Fujimura, Toshihiro Ishibashi, Makoto Yamamoto, Yuichi Murayama and Hayato Ohwada
  11th International Conference on Agents and Artificial Intelligence, 2019, Joint Work, refereed
• A Mathematical Programing Model for Maintenance Scheduling Problem in Nuclear Power Plant
  Mari Ito and Masaaki Suzuki
  4th International Conference on Maintenance Science and Technology, 2018, Joint Work, refereed
• Evaluating Renewable Energy Policies Using a Multi-agent Reinforcement Learning Model
  Masaaki Suzuki, Mari Ito and Ryuta Takashima
  2018 IEEE International Conference on Systems, Man, and Cybernetics, 2018, Joint Work, refereed
• Classification of CSR Using Latent Dirichlet Allocation and Analysis of the Relation between CSR and Corporate Value
  Kazuya Uekado, Ling Feng, Masaaki Suzuki and Hayato Ohwada
  2018 Pacific Rim Knowledge Acquisition Workshop, 2018, Joint Work, refereed
• Evaluation Method of Response Reliability During an Accident and its Applicability to Fast Reactor Plants
  Masaaki Suzuki, Kazuyuki Demachi, Shigeru Takaya, Yoshitaka Chikazawa
  26th International Conference on Nuclear Engineering, 2018, Joint Work, refereed
• Churn Prediction Using Text Mining for Job Search Sites
  Kazuya Uekado, Hayato Ohwada, and Masaaki Suzuki
  33rd ISCA International Conference on Computers and Their Applications, 2018, Joint Work, refereed
• Efficient Conformational Sampling of Proteins Using Fragment-Based Replica-Exchange Method with Adaptive Parameter Tuning
  Masaaki Suzuki
  International MultiConference of Engineers and Computer Scientists 2018, 2018, Single Work, refereed
• Comparison of Theoretical and Simulation Analysis of Electricity Market for Integrative Evaluation of Renewable Energy Policy
  Masaaki Suzuki, Mari Ito and Ryuta Takashima
  6th International Conference on Operations Research and Enterprise Systems, 2017, Joint Work, refereed
• Resilience index for system safety assessment for nuclear power plant
  Kazuyuki Demachi, Hiroshi Miyano, Shigeru Arai, Masaaki Suzuki, Tatsuya Itoi, Atsunori Yamaguchi, Kenta Murakami and Masaaki Matsumoto
  2nd International Conference on Maintenance Science and Technology, 2014, Joint Work, refereed
• Maintenance index for system safety assessment for aging nuclear power plant
  Kazuyuki Demachi, Hiroshi Miyano, Shigeru Arai, Masaaki Suzuki, Tatsuya Itoi, Atsunori Yamaguchi, Kenta Murakami and Masaaki Matsumoto
  2nd International Conference on Maintenance Science and Technology, 2014, Joint Work, refereed
• Development and applicability evaluation of frequency response function of Structures to fluctuations of thermal stratification
  Kohei Soda, Masaaki Suzuki and Naoto Kasahara
  2nd International Conference on Maintenance Science and Technology, 2014, Joint Work, refereed
• Reliability-based thermal fatigue evaluation method against random fluid temperature fluctuation
  Masaaki Suzuki and Naoto Kasahara
  2nd International Conference on Maintenance Science and Technology, 2014, Joint Work, refereed
• Large-scale biomolecular dynamics using SMP clusters
  Masaaki Suzuki, Hiroshi Okuda, and Genki Yagawa
  12th International Conference on Nuclear Engineering, 2004, Joint Work, refereed
• MPI/OpenMP hybrid parallel molecular dynamics simulation of a protein structure on SMP cluster architecture
  Masaaki Suzuki, Hiroshi Okuda, and Genki Yagawa
  2nd M.I.T. Conference on Computational Fluid and Solid Mechanics, 2003, Joint Work, refereed
• An efficient implementation of parallel molecular dynamics method on SMP cluster architecture
  Masaaki Suzuki, Hiroshi Okuda, and Genki Yagawa
  11th International Conference on Nuclear Engineering, 2003, Joint Work, refereed

Other Research Activities

Awards & Honors

• 2019, Masaaki Suzuki, Japan Society of Maintenology, Excellent Paper Award, Development of Resilience Evaluation Method for Nuclear Power Plant (Part 3: Study on Evaluation Method and Applicability of Resilience Index)
• 2018, Masaaki Suzuki, 2018 IAENG International Conference on Bioinformatics, Certificate of Merit, Efficient Conformational Sampling of Proteins Using Fragment-Based Replica-Exchange Method with Adaptive Parameter Tuning
• 2017, Masaaki Suzuki, Japan Society of Maintenology, Excellent Paper Award, Maintenance Index for System Safety Assessment for Aging Nuclear Power Plant
• 2016, Masaaki Suzuki, Computational Science and Engineering Division, Atomic Energy Society of Japan, Young Researcher Award, Development of reliability-based limit strength evaluation methods against extreme loadings
• 2003, Masaaki Suzuki, 2nd M.I.T. Conference on Computational Fluid and Solid Mechanics, Young Researcher Fellowship Award, MPI/OpenMP hybrid parallel molecular dynamics simulation of a protein structure on SMP cluster architecture

Research Grants & Projects

• 2024
• 2017
• 2024
• 2020
• 2019
• 2019
• 2019
• 2018
• 2018
• 2017
• 2015
• 2012