系所成員 Faculty and Staff

Name 藍國瑞 Bluest Lan
Title Asst. Professor
Education 東京大学 先端学際工学 博士
Office Phone 04-22840433 ext.415
Office 機械系館4樓 P415
Email blannchu.edu.tw
Division 系統控制組能源熱流組
Laboratory 應科大樓4樓 AT443
Laboratory Phone 04-22840165 ext.4431
Website 先端統合研究室 Advanced Integration Laboratory
Research Expertise # 專長 Expertise
- 機械學習 Machine Learning
- 訊號處理 Signal Processing
- 演算法 Algorithms
- 仿生學 Biomimetics

# 研究主題 Research Themes
- 微型航空器 Micro Aerial Vehicles
- 昆蟲飛行 Insect Flight
- 氣味感測 Odour Sensing
- 昆蟲觸角電位 Electroantennogram
- 無人載具 Unmanned Vehicles
- 人工智慧演算架構 Artificial Intelligence Computational Framework

* 新生、專題生面談預約 Appointment
- 請先閱讀以下「研究導覽」分頁介紹
- 新生預約表單 https://forms.gle/gtHKCYiyBqFJzHkB7
  • PhD Advanced Interdisciplinary Engineering, The University of Tokyo (2020)

  • International Interdisciplinary Programme, University of Cambridge (2018)

  • Academic Cooperation Agreement Program, Tokyo Institute of Technology (2016)

  • MEng Mechatronics, The University of Melbourne (2016)

  • Assistant Professor, National Chung Hsing University (2022 - Pres.)

  • Postdoctoral Fellow, National Taiwan University (2021 - 2022)

  • Senior Engineer, ILCTECH (2020)

  • Research Assistant, Research Center for Advanced Science and Technology, The University of Tokyo (2018 - 2020)

  • Visiting Scholar, Massachusetts Institute of Technology (2019)

  • Visiting Scholar, Hitachi Cambridge Laboratory (2018)

  • Outstanding Reviewer Awards, Bioinspiration & Biomimetics, Institute of Physics (2024)

  • IOP Trusted Reviewer, Institute of Physics (2024)

  • SEUT-RA, The University of Tokyo (2019)

  • Early Career Researcher Grant, The Company of Biologists (2019)

  • Young Researchers’ Challenge Support Program Grant, The University of Tokyo Edge Capital (2019)

  • SEUT-RA, The University of Tokyo (2018)

  • Tomiyuki Hara Award, Japanese Society for Comparative Physiology and Biochemistry (2018)

  • International Minded Grant, The University of Tokyo (2018)

  • Monbukagakusho Honors Scholarship, The Ministry of Education, Culture, Sports, Science and Technology (2017)

  • Melbourne Global Scholars Award, The University of Melbourne (2016)


  • 藍國瑞*、張雁程、魏榮穎、唐昆源、李唐鼎 - 2024興創競技場,潛力無限獎 (2024)

  • Thanh Kim Hua, Bluest Lan* - 機械工程學會第四十一屆 全國學術研討會暨學生論文發表競賽,佳作 (2024)

  • 黃星芸、藍國瑞* - 機械工程學會第四十一屆 全國學術研討會暨學生論文發表競賽,佳作 (2024)

學期科目名稱學分開設班級
2022 (Autumn)機械特論 Special Topics in Mechanical Engineering3Graduate
2023 - 2025 (Spring)進階程式設計 Advanced Programming3Undergraduate
2023 - 2025 (Spring)電子學 Electronics3Undergraduate
2025 (Spring)機器導航與探索 Robotic Navigation and Exploration3Undergraduate, Graduate
2023 - 2025 (Autumn)數據分析與機器學習 Data Analysis and Machine Learning3Undergraduate, Graduate

Articles

  • Lan, B.* & Lai, Y.-H. (2025). Accelerating Flapping Flight Analysis: Reducing CFD Dependency with a Hybrid Decision Tree Approach for Swift Velocity Predictions. Physica D: Nonlinear Phenomena, 476, 134618. https://doi.org/10.1016/j.physd.2025.134618

  • Lan, B.*, Lai, Y.-H. & Li, M.-R. (2025). Balancing Thrust and Energy Efficiency: Optimised Asymmetric Flapping Inspired by Batoid Locomotion. Physics of Fluids, 37(3), 031902. https://doi.org/10.1063/5.0253805[Featured in AIP Publishing Showcase on Kudos]

  • Lai, Y.-H.*, Lan, B., Chiang, C.-Y., & Hsu, D.-Y. (2024). Enhancing underwater unmanned vehicle efficiency through asymmetric dynamics in manta-like swimming. Physics of Fluids, 36(10), 101902. https://doi.org/10.1063/5.0229833

  • Liou, Y.-J., Lan, B., Chiang, C.-Y., & Lai, Y.-H.* (2024). Strouhal number impact on propulsion efficiency in fully-active oscillating foils: Unpacking frequency, amplitude, and velocity relationships. Ocean Engineering, 293, 116686. https://doi.org/10.1016/j.oceaneng.2024.116686

  • Lan, B.*, Lin, Y.-J., Lai, Y.-H., Tang, C.-H., & Yang, J.-T.* (2022). A Neural Network Approach to Estimate Transient Aerodynamic Properties of a Flapping Wing System. Drones, 6(8), 210. https://doi.org/10.3390/drones6080210

  • Lai, Y.-H., Chang, S.-K., Lan, B., Hsu, K.-L., & Yang, J.-T.* (2022). Optimal thrust efficiency for a tandem wing in forward flight using varied hindwing kinematics of a damselfly. Physics of Fluids, 34(6), 061909. https://doi.org/10.1063/5.0093208

  • Lan, B., Kanzaki, R., & Ando, N.* (2019). Dropping Counter: A Detection Algorithm for Identifying Odour-Evoked Responses from Noisy Electroantennograms Measured by a Flying Robot. Sensors, 19(20), 4574. https://doi.org/10.3390/s19204574

  • Lan, B. (2018). Engineering inside Biology. Comparative Physiology and Biochemistry, 35(3), 178-179.

  • Zhang, C., Lan, B., Matsuura, D., Mougenot, C., Sugahara, Y., & Takeda, Y.* (2018). Kinematic design of a footplate drive mechanism using a 3-DOF parallel mechanism for walking rehabilitation device. Journal of Advanced Mechanical Design, Systems, and Manufacturing, 12(1), JAMDSM0017. https://doi.org/10.1299/jamdsm.2018jamdsm0017


Conferences & Proceedings

  • Huang, C.-C. & Lan, B.* (2024). The Impact of Mass Distribution on Thrust of Flapping Wings. Proceedings of the 66th AASRC Conference, 1110.

  • Hua, T. K., & Lan, B.* (2024). Enhancing Odor Source Localization Through Strategic Sensor Placement in Robots. Proceedings of the 41th National Conference on Mechanical Engineering of CSME, 3226-3230. [學生論文競賽 佳作]

  • Huang, H.-Y., & Lan, B.* (2024). 氣味追蹤機器人:主動進氣策略探討. Proceedings of the 41th National Conference on Mechanical Engineering of CSME, 3081-3085. [學生論文競賽 佳作]

  • Lan, B.*, Lai, Y.-H., Yu, J.-H., & Chen, B.-J. (2024). Simplifying Aerial Design by Emulating Butterfly Wing Pitch Mechanics. XXVII International Congress of Entomology, Kyoto, Japan. [Invited Talk]

  • Huang, C.-C. & Lan, B.* (2024). The Role of Pitch and Stroke Plane Angles in Enhancing Flapping Flight. XXVII International Congress of Entomology, Kyoto, Japan.

  • Liou, Y.-J., Lan, B., Hsu, D.-Y., Liu, Y.-C., & Lai, Y.-H. (2024). Passive Pitching Mechanisms in Damselflies: The Role of Body Center of Mass. XXVII International Congress of Entomology, Kyoto, Japan.

  • Hua, T. K., Su, P.-Y., Huang, H.-Y., & Lan, B.* (2023). Height Matters: Investigating The Impact of Altitude on Odour Tracking. Proceedings of the 40th National Conference on Mechanical Engineering of CSME, 686–691.

  • Huang, C.-C. & Lan, B.* (2023). Phase Impact on Aerodynamic Interactions of Consecutive Flapping Wings. Proceedings of the 65th AASRC Conference, 1111.

  • Lan, B. (2023). Flapping Wing Flight and Odour Tracking: Exploring Bio-inspired Robotics. Entomology 2023, National Harbor, Maryland, United States. [Invited Talk]

  • Pan, J.-H., Huang, H.-Y., Ho, S.-M., Lan, B.*, & Lai, Y.-H.* (2023). Design, Manufacture, and Aerodynamic Measurement of Butterfly-like Flapping Mechanism. The 11th International Conference on Advanced Robotics and Intelligent Systems Conference Proceeding, 1038.

  • Lan, B.* & Lai, Y.-H. (2023). Impact of Butterfly Wing-Pitch Interaction on Flight Performance. The 11th International Symposium on Adaptive Motion of Animals and Machines, 81-82. https://doi.org/10.18910/92277

  • Su, P.-Y., Chiang, L., Huang, C.-C. & Lan, B.* (2023). MemorZig: A Short-Term Memory-Based Algorithm for Efficient Odour Source Tracking. The 11th International Symposium on Adaptive Motion of Animals and Machines, 196-197. https://doi.org/10.18910/92335

  • Lai, Y.-H.*, Lan, B., Liou, Y.-J., & Chiang, C.-Y. (2023). Investigation of Effects of Strouhal and Reynolds numbers on Propulsive Efficiency of Plunging and Pitching Foils. The 11th International Symposium on Adaptive Motion of Animals and Machines, 77-78. https://doi.org/10.18910/92275

  • Lan, B.*, & Lai, Y.-H. (2022). Machine Learning in Flapping Flight Transient Acceleration Modelling. Proceedings of the 39th National Conference on Mechanical Engineering of CSME, 542.

  • Paul, S., Hanada, Y., Lan, B., Daiguji, H., Liang, K.-C.*, & Hsu, W.-L.* (2022). Data Analysis Platform for Nanobubble Characterization of Solid-state Nanopores. IEEE 17th International Conference on Nano/Micro Engineered and Molecular Systems (NEMS), 205–210. https://doi.org/10.1109/NEMS54180.2022.9791149

  • Lan, B., Ando, N., & Kanzaki, R. (2019). Unmanned Aerial Odour Distribution Sensing: Flying Pattern for Minimising Airflow Turbulence. The 9th International Symposium on Adaptive Motion of Animals and Machines, 10. http://doi.org/10.5075/epfl-BIOROB-AMAM2019-10

  • Lan, B., Ando, N., & Kanzaki, R. (2018). Insect-Like Odour Tracking Patterns on A Flying Robot: Relationship Between Vertical and Lateral Frequencies. The 40th annual meeting of the Japanese Society for Comparative Physiology and Biochemistry, Kobe, Japan.

  • Lan, B., Ando, N., & Kanzaki, R. (2018). The Influence of Vertical and Lateral Flying Frequencies on Odour Tracking Flying Robot. The 13th International Congress of Neuroethology, Brisbane, Australia.

  • Lan, B., Ando, N., & Kanzaki, R. (2017). Insect antenna circuit model for electroantennography. The 39th annual meeting of the Japanese Society for Comparative Physiology and Biochemistry, Fukuoka, Japan.

  • Lan, B., Ando, N., & Kanzaki, R. (2017). Flying odour tracking robot with insect antennae. The 8th International Symposium on Adaptive Motion of Animals and Machines, 88-89.

  • Zhang, C., Lan, B., Matsuura, D., Mougenot, C., Sugahara, Y., & Takeda, Y.* (2017). Kinematic design of a footplate drive mechanism using a 3-DOF parallel mechanism for walking rehabilitation device. The Proceedings of the JSME international conference on motion and power transmissions 2017, pp. 649-654. https://doi.org/10.1299/jsmeimpt.2017.12-03


Invited Talks

  • Lan, B. (2023). Bridging the Gap: Harnessing Insect Biomimicry for Technological Advancements. National Chung Hsing University, Taichung, Taiwan.

  • Lan, B. (2023). Engineering Application of Biomimetics. National Chiayi University, Chiayi, Taiwan.

  • Lan, B.* & Tan, C.-W. (2023). Insect Odour Tracking Behaviour and Electroantennogram Analysis. National Chung Hsing University, Taichung, Taiwan.

  • Lan, B. (2023). Odour Sensing: Application of Biomimetics. National Defense University, Taoyuan, Taiwan.


Media

計畫名稱擔任工作起訖年月補助機構
基於人工智慧之自動化抗核抗體螢光型態及效價辨識技術計畫主持人2025-01-01 ~ 2025-12-31臺中榮民總醫院
拍撲空氣動力學之機器學習演算架構計畫主持人2023-02-01 ~ 2025-01-31國家科學及技術委員會
使用機器學習設計親和度最佳化之重組抗體及應用其開發疾病診斷試劑共同主持人2024-01-01 ~ 2024-12-31中興大學
應用伺服沖床於脈衝式引伸成形製程參數之人工智慧研究共同主持人2024-06-01 ~ 2024-11-30金屬工業研究發展中心
昆蟲氣味追蹤行為模式與觸角電位感測之探討及應用計畫主持人2023-01-01 ~ 2023-12-31中興大學
蜻蛉目昆蟲之飛行力學、飛行操控機制分析與微飛行器機構開發研究員2021-03-01 ~ 2022-07-31科技部

先端統合研究室(AI-Lab)致力於探索如何將大自然的智慧轉化為工程解決方案,透過結合仿生設計與演算架構,推動智慧型機械系統的創新與應用。我們以自然界中的運動與感知機制為靈感,發展能夠自主學習、適應環境並高效運作的機械系統,期望實現科學與工程的跨領域融合,拓展未來科技的可能性。

來訪預約表單:https://forms.gle/gtHKCYiyBqFJzHkB7

# 主要研究方向

研究核心研究聚焦於仿生行為的應用,探索如何將自然界的運動與感知機制轉化為工程解決方案

  • 拍撲運動:模擬生物拍動行為,探索其在無人機與水下載具中的應用,提升機動性、靈活性與能源效率

  • 氣味追蹤:研究生物嗅覺機制,開發智慧型氣味追蹤技術,應用於環境監測、自主導航與災害搜尋等領域

# 次要研究方向

基於演算法與數據分析等技術上的基礎,依據特定計畫需求,不定時會新增進行以下方向的研究,然而這些並非核心主軸,僅於接獲相關計畫時進行

  • 製程數據分析:利用演算法對加工數據進行判斷與分析,以最佳化製程效率與品質控制

  • 醫療診斷開發:應用演算法技術於醫療領域,開發疾病診斷試劑,提升檢測準確性與效率

# 核心技術

本實驗室的核心技術為各項研究方向的重要基礎,透過技術整合與創新應用,強化系統的性能、智慧化與應用廣度,推動研究成果的實現與最佳化

  • 流體模擬:進行流體動態行為的分析與模擬,涵蓋空氣動力學與氣體擴散,為設計提供數據依據,最佳化性能表現

  • 控制與設計:開發具仿生特性的機械結構,並設計對應的控制系統,提升機械系統的運動效率與精準性

  • 演算法架構:設計與應用各類演算法架構,包含機器學習、數據分析、控制演算法等,提升決策能力與運算效率

歡迎對上述研究領域有興趣的學生深入了解並參與實驗室研究,共同探索仿生科技與智慧系統的無限可能!

來訪預約表單:https://forms.gle/gtHKCYiyBqFJzHkB7