52 citations · 63 across the 5 of their papers we have counts for
4 papers · 1 filter
Group theory on quantum Boltzmann machine
Hai-jing Song, D. L. Zhou
Group theory is extremely successful in characterizing the symmetries in quantum systems, which greatly simplifies and unifies our treatments of quantum systems. Here we introduce…
Quantum optimal control of multi-level dissipative quantum systems with Reinforcement Learning
Zheng An, Qi-Kai He, Hai-Jing Song +1
Manipulate and control of the complex quantum system with high precision are essential for achieving universal fault tolerant quantum computing. For a physical system with restrict…
Generating photons from vacuum with counter rotating wave interaction
Hai-Jing Song, Qi-Kai He, Zheng An +1
We propose a bang-bang control scheme to enhance photon generation from the vacuum via the counter-rotating wave (CRW) interaction, and develop a pruning greedy algorithm (PGA) to…
Geometry and symmetry in quantum Boltzmann machine
Hai-Jing Song, Tieling Song, Qi-Kai He +2
Quantum Boltzmann machine extends the classical Boltzmann machine learning to the quantum regime, which makes its power to simulate the quantum states beyond the classical probabil…