3 papers
cs.LG2025
Quantum Machine Learning via Contrastive Training
Liudmila A. Zhukas, Vivian Ni Zhang, Qiang Miao +5
Quantum machine learning (QML) has attracted growing interest with the rapid parallel advances in large-scale classical machine learning and quantum technologies. Similar to classi…
quant-ph2025
Design Tradeoffs in Photonically Linked Qubit Networks
Ely Novakoski, Jungsang Kim
Quantum networking can be realized by distributing pairs of entangled qubits between remote quantum processing nodes. Devoted communication qubits within each node can naturally in…
quant-ph2024
Quantum Simulation of Spin-Boson Models with Structured Bath
Ke Sun, Mingyu Kang, Hanggai Nuomin +4
The spin-boson model, involving spins interacting with a bath of quantum harmonic oscillators, is a widely used representation of open quantum systems. Trapped ions present a natur…