Research theme for competitive and other funds (11)：
2022 - 2026 Transformative Support for Design Engineering by Bayesian Optimization Based on a Hierarchical Model Connecting the Mathematics and Physics of Design
2022 - 2024 A self-adaptive surrogate model for non-stationary responses with high-degree-of-freedom model coefficients obtained nonparametrically
2018 - 2021 Prediction of peeling of endothelial cells by magnetic-resonance-imaging measurement-integrated blood flow simulation
2018 - 2021 Flow physics of Reynolds number effects and stress-balance modeling of inner-layer turbulence
2015 - 2019 Development of a Fast Approximate Solver for Robust Optimization Problems Including Various Uncertainties in Design Variables and Conditions
2015 - 2018 Clarification of fluid dynamical effect of near-wall flow field on enrtherial cell damage by measurement-integrated-simulation
2013 - 2016 Evolution of Nonlinear Aerodynamic Modelling based on Combined EFD/CFD/RT Approach
2012 - 2015 Aid for Decision Making in Multi-Objective Design Optimization Based on Learning and Game Theories
2011 - 2015 Concurrent Optimization of Both Skill and Equipment in Sports
2007 - 2009 Development and Demonstration of a Total Framework for Robust-Optimal Design Exploration
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Papers (133)：
Márton Kovács, Kaito Hirose, Koji Shimoyama, Hisashi Nakamura. Generating a simplified reaction model for methane and natural gas combustion using a genetic algorithm. Applications in Energy and Combustion Science. 2026. 100457-100457
Thanasak Wanglomklang, Koji Shimoyama, Frédéric Gillot, Sébastien Besset. Robust shape optimization of acoustic diffusers for spatial sound distribution using Co-Kriging metamodel. Applied Acoustics. 2026. 242. 111047-111047
Thanasak Wanglomklang, Koji Shimoyama, Frédéric Gillot, Sébastien Besset. Neural-network-based two-stage robust shape optimization for acoustic noise reduction in an aircraft cabin. Engineering Optimization. 2025. 1-19
T. Kitamura, K. Nagata, K. Shimoyama, T. Nanri. On the normalised energy dissipation rate in homogeneous isotropic turbulence. Journal of Fluid Mechanics. 2025. 1010
Achille Jacquemond, Frédéric Gillot, Koji Shimoyama, Shigeru Obayashi, Sébastien Besset. Pareto optimal robust design combining isogeometric analysis and sparse polynomial chaos: brake squeal case study. Archive of Applied Mechanics. 2025. 95. 2
Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Edmondo Minisci, Massimiliano Vasile, Jacques Periaux, Nicolas R. Gauger, Kyriakos C. Giannakoglou, and Domenico Quagliarella (Eds.)
Springer International Publishing 2019 ISBN:9783319899862
Advances in Structural and Multidisciplinary Optimization: Proceedings of the 12th World Congress of Structural and Multidisciplinary Optimization (WCSMO12), Axel Schumacher, Thomas Vietor, Sierk Fiebig, Kai-Uwe Bletzinger, and Kurt Maute (Eds.)
Springer International Publishing 2018 ISBN:9783319679877
Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems, Tadeusz Burczyński and Jacques Périaux (Eds.)
CIMNE, Barcelona 2011 ISBN:9788495999931
Data-Driven and Data-Informed Design of Fluid Machinery,
(OIST-Kyudai Joint Symposium Series 1: Bio-Inspired Wonders and Energy Innovations 2024)
Polynomial-Based Shapley Additive Explanations for Design Exploration in Turbomachinery
(2024 AIAA Science and Technology Forum and Exposition (AIAA SciTech 2024) 2024)
The Japanese Society for Evolutionary Computation
, Institute of Electrical and Electronics Engineers (IEEE)
, American Institute of Aeronautics and Astronautics (AIAA)
, THE JAPAN SOCIETY OF MECHANICAL ENGINEERS
, THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES
, THE JAPAN SOCIETY OF FLUID MECHANICS
