Publications
You can also find my papers and preprints on my Google Scholar profile.
- Mechanistic Interpretability and Causal Feature Steering of Neural Quantum States via Sparse Autoencoders.
Zihao Qi, Christopher Earls.
arXiv:2607.01336 | IN REVIEW - Universal Neural Propagator: Learning Time Evolution in Many-Body Quantum Systems.
Zihao Qi, Christopher Earls, Yang Peng.
arXiv:2605.05299 | IN REVIEW - Neural Operator Quantum State: A Foundation Model for Quantum Dynamics.
Zihao Qi, Christopher Earls, Yang Peng.
arXiv:2603.25066 | IN REVIEW - Attention in Krylov Space.
Zihao Qi, Christopher Earls.
Phys. Rev. B 114, 014319 (2026)
arXiv:2601.07937 | DOI - Dissipative Yao-Lee Spin-Orbital Model: Exact Solvability and PT Symmetry Breaking.
Zihao Qi, Yuan Xue.
Phys. Rev. B 113, 144303 (2026)
arXiv:2512.04155 | DOI - Fourier Neural Operators for Time-Periodic Quantum Systems: Learning Floquet Hamiltonians, Observable Dynamics, and Operator Growth.
Zihao Qi, Yang Peng, Christopher Earls.
PRX Quantum 7, 020340 (2026).
arXiv:2509.07084 | DOI - Real-space Topological Invariant for Time-Quasiperiodic Majorana Modes.
Zihao Qi, Ilyoun Na, Gil Refael, Yang Peng.
Phys. Rev. B 110, 014309 (2024) (Editors’ Suggestion)
arXiv:2404.13129 | DOI - Surprises in the Deep Hilbert Space of All-to-All Systems: From Super-Exponential Scrambling to Slow Entanglement Growth.
Zihao Qi, Thomas Scaffidi, Xiangyu Cao.
Phys. Rev. B 108, 054031 (2023) (Editors’ Suggestion)
arXiv:2304.11138 | DOI - Universal Nonadiabatic Energy Pumping in a Quasiperiodically Driven Extended System.
Zihao Qi, Gil Refael, Yang Peng.
Phys. Rev. B 104, 224301 (2021)
arXiv:2110.07757 | DOI - Robust Flat Bands with Tunability in Honeycomb Superlattices.
Zihao Qi, Eric Bobrow, Yi Li.
arXiv:2012.07806