ABOUT ME

Hi, I'm Ambrose

(Wei-Han, Hui)

I have a strong academic background in constructing and applying physical models, particularly in the realm of mathematical modeling, simulation tools, and multiscale simulations. I also have extensive experience in machine learning and deep learning applications, with a track record of successful interdisciplinary collaborations, demonstrating excellent communication and problem-solving skills. In short, I am committed to translating theoretical knowledge into practical applications to solve complex real-world problems.

"I think success has no rules, but you can learn a lot from failure." - Jean Kerr

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Work Experiences

  • Research Assistant, Michigan State University. 04/2025 - present
  • Machine Learning Engineer, ACCTON, Senior Engineer. 11/2023 - present

Education

  • Ph.D., Artificial Intelligence center of Department of Civil Engineering, National Taiwan University 09/2019-08/2023
  • M.S., Department of Civil Engineering, National Taiwan University 09/2017-07/2019
  • B.S., Department of Civil Engineering, Chung Yuan Christian University 09/2012-07/2016

Intern Experiences

  • Deep learning intern (object detection), ITRI, Intern. 07/2022-12/2022
  • Assistant, 萇圓工程顧問有限公司, Intern. 07/2015-08/2015

Research Projects

  • "Multiscale modeling of polymer materials: Innovation through bottom-upsimulation", CORETECH SYSTEM CO., LTD. 07/2022~12/2022
  • "多尺度計算分析輔助智能雷射焊錫技術", Delta Electronics Inc. 01/2020~08/2021
  • "創新多尺度計算於力學與生物學耦合機制之研究:關節組織中分子機制與細胞機轉探索", MOST108-2636-E002-016. 09/2019~09/2023
  • “以多尺度計算分析肌腱與骨骼膠原蛋白纖維組成對骨骼生成與疾病之影響", MOST-106-2221-E-002-136. 08/2017~07/2018

Organizations

  • Taiwan Society Biomechanics (TSB), student membership.
  • Association of Computational Mechanics Taiwan (ACMT), student membership.
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Publication

Life is a process that with endless learning!

My goal is to provide more inspiration and solution for problems.

  • The material exploration from nano-scale to macro-scale.
  • ML/DL application.
  • LLM solution design.
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Publications
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Conference
Oral or Poster
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Hackthon
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CONTACT

Get In Touch

Feel free to reach out via email or connect with me on social media. I am always happy to discuss research, collaborations, or any questions you may have.

My Social Media

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