About Me

I am a PhD student in the Computational Science and Engineering (CSE) program at MIT, advised by Prof. Ju Li. I previously earned my B.S. in Physics from Peking University, where I worked with Prof. Xiao Yuan and had the privilege of collaborating with Prof. Liang Jiang as a research intern at the University of Chicago.

My research interests have evolved from quantum information science toward electronic structure theory, where I develop machine-learning methods to accelerate and generalize quantum chemical simulations.

I am broadly interested in computational condensed matter and quantum many-body physics, aiming to bridge numerical algorithms, physical modeling, and data-driven representations of correlated electronic systems.

Publications

1. Approaching coupled-cluster accuracy for molecular electronic structures with multi-task learning.
   Nature Computational Science, 5, 144–154 (2025).
   Hao Tang, Brian Xiao, Wenhao He, Pero Subasic, Avetik R. Harutyunyan, Yao Wang, Fang Liu, Haowei Xu, Ju Li.

2. Exponential Quantum Advantages for Practical Non-Hermitian Eigenproblems.
   Phys. Rev. Lett., 135, 140601 (2025).
   Xiao-Ming Zhang, Yukun Zhang, Wenhao He, Xiao Yuan.

3. The near-optimal performance of quantum error-correction codes.
   Phys. Rev. Lett., 132, 250602 (2024).
   Guo Zheng^*, Wenhao He^*, Gideon Lee, Liang Jiang.
   ^*Co-first authors.

4. Performance and achievable rates of the Gottesman–Kitaev–Preskill code for pure-loss and amplification channels.
   PRX Quantum, 6, 030314 (2025).
   Guo Zheng^*, Wenhao He^*, Gideon Lee, Kyungjoo Noh, Liang Jiang.
   ^*Co-first authors.

5. Efficient Optimal Control of Open Quantum Systems.
   TQC 2024, 10.4230/LIPIcs.TQC.2024.3
   Wenhao He, Tongyang Li, Xiantao Li, Zecheng Li, Chunhao Wang, Ke Wang.

6. Scaling of entangling-gate errors in large ion crystals.
   J. Phys. A: Math. Theor., 57, 375306 (2024).
   Wenhao He^*, Wenhao Zhang^*, Xiao Yuan, Yangchao Shen, Xiao-Ming Zhang.
   ^*Co-first authors.

7. Tensor Network Assisted Variational Quantum Algorithm.
   Phys. Rev. A, 108, 052407 (2023).
   Junxiang Huang^*, Wenhao He^*, Yukun Zhang, Yusen Wu, Bujiao Wu, Xiao Yuan.
   ^*Co-first authors.

8. Lorentz Quantum Computer.
   Chinese Phys. B, 32, 040304 (2023).
   Wenhao He, Zhenduo Wang, Biao Wu.

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