Hi! I am Chloe Jiahe Huang. ▶ More about my name… I go by both Chloe and Jiahe (黄嘉禾, pronounced as jyah-huh in Mandarin).

I am an incoming 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.