3 papers
quant-ph2025
Quantum DeepONet: Neural operators accelerated by quantum computing
Pengpeng Xiao, Muqing Zheng, Anran Jiao +2
In the realm of computational science and engineering, constructing models that reflect real-world phenomena requires solving partial differential equations (PDEs) with different c…
quant-ph2025
Unleashed from Constrained Optimization: Quantum Computing for Quantum Chemistry Employing Generator Coordinate Inspired Method
Muqing Zheng, Bo Peng, Ang Li +2
Hybrid quantum-classical approaches offer potential solutions to quantum chemistry problems, yet they often manifest as constrained optimization problems. Here, we explore the inte…
quant-ph2024
Early Exploration of a Flexible Framework for Efficient Quantum Linear Solvers in Power Systems
Muqing Zheng, Yousu Chen, Xiu Yang +1
The rapid integration of renewable energy resources presents formidable challenges in managing power grids. While advanced computing and machine learning techniques offer some solu…