2 papers
quant-ph2025
Variational Optimization for Quantum Problems using Deep Generative Networks
Lingxia Zhang, Xiaodie Lin, Peidong Wang +4
Optimization drives advances in quantum science and machine learning, yet most generative models aim to mimic data rather than to discover optimal answers to challenging problems.…
quant-ph2024
Causality and Duality in Multipartite Generalized Probabilistic Theories
Yiying Chen, Peidong Wang, Zizhu Wang
Causality is one of the most fundamental notions in physics. Generalized probabilistic theories (GPTs) and the process matrix framework incorporate it in different forms. However,…