4 papers
Quantum Nonlinearity for Optical Neural Computing
Qingyi Zhou, Jungmin Kim, Yutian Tao +4
The rapid scaling of deep neural networks comes at the cost of unsustainable power consumption. While optical neural networks offer an alternative, their capabilities remain constr…
Extensible universal photonic quantum computing with nonlinearity
Shang Yu, Jinzhao Sun, Kuan-Cheng Chen +17
Universal quantum computing requires an architecture that supports both linear circuits and, crucially, strong nonlinear resources. For quantum photonic systems, integrating such n…
Maglev-Pentabot: Magnetic Levitation System for Non-Contact Manipulation using Deep Reinforcement Learning
Guoming Huang, Qingyi Zhou, Dianjing Liu +3
Non-contact manipulation has emerged as a transformative approach across various industrial fields. However, current flexible 2D and 3D non-contact manipulation techniques are ofte…
Simulating quantum emitters in arbitrary photonic environments using FDTD: beyond the semi-classical regime
Qingyi Zhou, S. Ali Hassani Gangaraj, Ming Zhou +1
We propose a numerical algorithm that integrates quantum two-level systems (TLSs) into the finite-difference time-domain (FDTD) framework for simulating quantum emitters in arbitra…