Changyu Tian（田昌煜）

Master's degree
School of Chemical Engineering
Sungkyunkwan University of Korean
Email: tcy213814@g.skku.edu

[Google Scholar] [Github] [Profiles-CN]

Research Topics
  • AI
  • Nanosensors
  • Microfluidic
  • Signal analysis
  • SWCNT

I am currently a master of chemical engineering at Sungkyunkwan University, and my main research direction is AI analysis of nanosensor. My research goal is to improve the stability and sensitivity of sensors through the combination of AI and nanosensors, so that they can be applied in various fields such as healthcare, environmental monitoring, and food safety. Through my research, I aim to develop new methods and algorithms for the analysis of nanosensor signals using AI. By optimizing the performance of nanosensors through AI analysis, I hope to contribute to the development of more accurate, reliable, and cost-effective sensor systems. Ultimately, my goal is to create innovative sensor technologies that can be used to address critical challenges facing our society today. I am open to research discussion and collaboration, please feel free to get in touch!,

Before I joined Sungkyunkwan University, I was studying in china and major is Mechanical Engineering, and got an exchange opportunity to Hanyang University after two years with excellent results. Afterwards, I obtained a bachelor's degree in Mechanical Engineering from Hanyang University. Now I am a researcher in cholab at skku, worked with Prof. Sooyeon Cho.

Publications ( Note: † equal contribution / * corresponding author.)

  • Machine-learning-enhanced fluorescent nanosensor based on carbon quantum dots for heavy metal detection
    Changyu Tian, Yullim Lee, Youngho Song, Mohamed R Elmasry, Minyeong Yoon, Dong-Hwan Kim, Soo-Yeon Cho*
    [Paper]
  • Nanosensor Chemical Cytometry: Advances and Opportunities in Cellular Therapy and Precision Medicine
    Youngho Song, Changyu Tian, Min Yeong Song, Soo-Yeon Cho*
    [Paper]
  • A nIR fluorescent single walled carbon nanotube sensor for broad-spectrum diagnostics
    Youngho Song, Min Yoo, Yullim Lee, Changyu Tian, Min Yeong Song, Soo-Yeon Cho*
    [Paper]
  • Resolving Analytes at Single-Pixels in Optical Nanosensor Arrays Under Noise Using Machine Learning
    Changyu Tian, Seyoung Shin, Youngwook Cho, Youngho Song, Soo-Yeon Cho*
    ACS sensor (In revision)
  • Deep Learning Image Cytometry
    Seongcheol Park†, Sang Eun Yoon†, Changyu Tian, Soo-Yeon Cho*
    Analytical Chemistry (In revision)
  • Application of machine learning in artificial sensing systems
    Changyu Tian, Soo-Yeon Cho*
    IJEM (Coming soon)
  • Next Level Viral Discrimination Through Integrated Fluorescent Nanosensor and AI Technologies
    Changyu Tian, Soo-Yeon Cho*
    To be submitted

Scholarship

  • China Scholarship Council Scholarship, 2028,2027,2026,2025,2024
  • Sungkyunkwan University Outstanding Foreigner Scholarship, 2024,2023,2022
  • Hanyang University Outstanding Foreigner Scholarship, 2022,2021,2020
  • Excellent Student Scholarship of Qingdao University of Science and Technology, 2018,2019,2020

Patents

  • Cell analysis method and cell analysis system, Sooyeon Cho, Youngho Song, Changyu Tian
    US patent, pending
  • 검출 시스템 및 검출 방법：조수연, 전창욱（Changyu Tian）
    출원번호: 10-2024-0091099 / 출원일자: 07.10.2024
  • 세포 분석 방법 및 세포 분석 시스템, 조수연, 송영호, 전창욱（Changyu Tian） 출원번호: 10-2023-0193731 / 출원일자: 12.27.2023

Talk

  • Has been a study committee member in the class from elementary school to university,2008-2020 [Study]

Collection of poems

  • Collection of ancient poems, if you are interested, you can check it out
    • [poems]

Game achievements

  • 9-time King rank in the game "King of Glory"
  • Lv.35 "Le Dou Tian Zun" in the game "[Q Pet Big Battle]"
  • a Crown rank player in the game "Peace Elite"
  • a user of the game "Aura Stars" for 4600 days and has a 3-year premium membership