2 papers
quant-ph2025
Exploring the Nexus of Many-Body Theories through Neural Network Techniques: the Tangent Model
Senwei Liang, Karol Kowalski, Chao Yang +1
In this paper, we present a physically informed neural network representation of the effective interactions associated with coupled-cluster downfolding models to describe chemical…
quant-ph2024
Artificial-Intelligence-Driven Shot Reduction in Quantum Measurement
Senwei Liang, Linghua Zhu, Xiaolin Liu +2
Variational Quantum Eigensolver (VQE) provides a powerful solution for approximating molecular ground state energies by combining quantum circuits and classical computers. However,…