Biography

Hi! This is Chloe Jiahe Huang. I go by both Chloe and Jiahe (pronounced as jyah-huh in Mandarin).

I am a first-year PhD student in Computer Science at the University of California, San Diego, advised by Prof. Rose Yu. Previously, I received my (dual) B.S.E. in Data Science from the University of Michigan and B.E. in Electrical and Computer Engineering from Shanghai Jiao Tong University. During my undergraduate, I have been fortunate to be mentored by Prof. JJ Park and Dr. Guandao Yang.

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 especially interested in developing energy-based and neural models that produce high-fidelity physical data and enhance generalization, with applications in physics-based simulations and real-world decision-making.

Join us!

[Pinned] We are recruiting summer interns to work with our group on generative models for 3D biomedical structures.

If you are interested in working with me, please send me your CV together with a brief description of the specific topic you would like to work on (see the Contact section) or follow the guidance on our lab’s webpage.

Interests
  • AI for Science
  • Generative Model
Education
  • Ph.D. in Computer Science, 2030

    University of California, San Diego

  • B.S.E. in Data Science, 2025

    University of Michigan, Ann Arbor

  • B.E. in Electrical Computer Engineering, 2025

    Shanghai Jiao Tong University

News

  • [Mar. 2026] Preprint of SimulCost is available.
  • [Mar. 2026] Invited talk at the Wells Fargo CIB Data Science Seminar.
  • [Dec. 2025] I’ll be attending NeurIPS 2025 in San Diego. Let’s grab coffee :)
Archived news...
  • [Sep. 2025] I started my PhD in Computer Science at UC San Diego!
  • [Aug. 2025] I graduated from Shanghai Jiao Tong University, recognized as an Outstanding Graduate of Shanghai.
  • [Jun. 2025] Preprint of VideoPDE is available.
  • [May. 2025] I graduated from the University of Michigan with Summa Cum Laude honors.
  • [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.
SimulCost: A Cost-Aware Benchmark for Automating Physics Simulations with LLMs
Preprint 2026
SimulCost: A Cost-Aware Benchmark for Automating Physics Simulations with LLMs

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’m a Go player since the age of 5. I’m recently interested in swimming and surfing!
  • I’m a super fan of K-pop and my favorite artist is Jeon Soyeon. Lately, I’ve been listening to Mono. If you meet me, remind me to study Korean!
  • I am ENTJ and Enneagram 3w2.
  • Visit my cat Sansan.

Contact

Quick chat?
  • Feel free to send me an calendar invite once we find a time working for both of us. You may also use the Book an appointment button below. Please drop me an email first regarding the meeting topic.