Osaka University · Faculty of Engineering / Graduate School of Engineering

Research keywordstopology optimization・multifidelity design・generative models・TPMS heat exchangers・infill structure design・biomimetic reinforcement

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• Homogenization-based optimization of wall thickness distribution for TPMS two-fluid heat exchangers2026 · International Journal of Heat and Mass Transfer 2026年10月 研究論文（学術雑誌）
• Evolutionary de-homogenization using a generative model for optimizing solid-porous infill structures considering the stress concentration issue2025 · Materials & Design 2025年9月 研究論文（学術雑誌）
• Data-driven multifidelity topology design with multi-channel variational auto-encoder for concurrent optimization of multiple design variable fields2025 · Computer Methods in Applied Mechanics and Engineering 2025年3月 研究論文（学術雑誌）
• Novel Skin-Reinforcement Design by Cross–Longitudinal Layout Inspired by Dragonfly Wing2024 · AIAA Journal 2024年4月 研究論文（学術雑誌）

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