Hello ~ I’m Haimeng Zhao (赵海萌), a PhD student in Physics at Caltech. I’m deeply fascinated by how the universe works and how we can possibly understand it. So I started working in the intersection of Physics and Artificial Intelligence.

In particular, I’m interested in the foundation, applications and interplay of quantum physics, information theory and high-dimensional statistics. The emerging, unifying theme among quantum information, condensed matter and high energy physics also excites me.

Before Caltech, I received my Bachelor’s degree in Mathematics and Physics with Honours from Tsinghua University. I was an undergrad research fellow in John Preskill’s group at IQIM, Caltech and an exchange student in Giuseppe Carleo’s group at EPFL in Switzerland. Before that, I worked on AI for Astronomy with Wei Zhu at Tsinghua.

- Quantum Many-body Physics
- Quantum Information, Statistics & Learning Theory
- AI for Science, especially Physics & Astrophysics
- Generative Learning

PhD Student in Physics

Caltech

BS in Mathematics and Physics, 2024

Tsinghua University

Outstanding Graduate, 2020

Shanghai High School

(2024).

CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach.
ACM Transactions on Sensor Networks 20 (2), 1-27.

(2024).
(2023).
Non-IID Quantum Federated Learning with One-shot Communication Complexity.
Quantum Machine Intelligence, 5(1), 3.

(2023).
MAGIC: Microlensing Analysis Guided by Intelligent Computation.
The Astronomical Journal, 164(5), 192.

(2022).