Jiahe (Chloe) Huang

Jiahe (Chloe) Huang

Senior undergrad student, She/Her

University of Michigan

Biography

Hi! I am Chloe Jiahe Huang. More about my name… Jiahe is pronounced as chia-ho, and my name is written as 黄嘉禾 in Chinese. Feel free to call me Chloe!

I am a senior undergraduate student at University of Michigan with a major in Data Science Engineering, advised by Prof. JJ Park.

My current research centers on scientific machine learning and generative models, with a particular emphasis on bridging the physical world and machine learning insights. I am driven by the potential of energy-based models to capture complex physical phenomena and generate high-fidelity data, which can significantly advance scientific understanding. By utilizing neural methods and improving model generalization, I am excited to address scientific challenges such as physics simulations and decision-making processes in real-world applications.

Interests
  • AI for Science
  • Generative Model
Education
  • B.S.E. in Data Science, 2025

    University of Michigan, Ann Arbor

  • B.E. in Electrical Computer Engineering, 2025

    Shanghai Jiao Tong University

News

  • [Sep. 2024] One paper accepted to NeurIPS 2024. See you in Vancouver!
  • [Jun. 2024] Preprint of DiffusionPDE is available.
  • [Jun. 2024] One paper accepted for oral presentation at the 5th AI for Science Workshop @ ICML 2024. See you in Vienna!

Selected Publications

For a complete list of my publications, view my Google Scholar page.

Recent Teaching

 
 
 
 
 
University of Michigan
Instructional Aide, EECS 442 (Computer Vision)
University of Michigan
August 2024 – December 2024 Ann Arbor, MI, USA

Misc

  • In my spare time, I also enjoy playing Go, fluit, table tennis, and Chinese Calligraphy. I’ve been learning indoor rock climbing recently.
  • I am a super fan of K-pop! My favorite artist is Jeon Soyeon.
  • I am ENTJ though I sometimes behave like INTJ. I am also Enneagram 3w2.