From the 1 of 11 linked papers with an AI index.
11 papers
Quantum Lock-In Detection via Successive Adiabatic Evolution
Kangze Li, Siqi Chen, Hao Zhang +3
The paper introduces a quantum lock‑in detection scheme based on successive adiabatic evolution that uses triangular‑wave modulation to eliminate spectral leakage and improve the d…
Time series learning in a many-body Rydberg system with emergent collective amplification
Zongkai Liu, Qiming Ren, Chris Nill +12
Interacting Rydberg atoms constitute a versatile platform for the realization of non-equilibrium states of matter. Close to phase transitions, they respond collectively to external…
Observation of interaction-induced fast Thouless pumping of solitons
Yuqing Li, Jinxiong Jia, Yunfei Wang +7
Thouless pumping provides a paradigmatic platform for studying the effects of interactions on topological transport in periodically driven systems. However, most studies have been…
Quantum compressed sensing
Jianyong Hu, Wei Li, Shuxiao Wu +12
How many measurements are fundamentally required to capture a signal. Shannon's information theory established the bedrock of this question in 1948, the Nyquist Shannon theorem set…
Quantum Compressed Sensing Enables Image Classification with a Single Photon
Yanshan Fan, Jianyong Hu, Shuxiao Wu +9
Image classification is a core task of intelligent sensing, conventionally follows a sequential imaging then processing pipeline. However, redundant high-dimensional image reconstr…
Detecting Complex-Energy Braiding Topology in a Dissipative Atomic Simulator with Transformer-Based Geometric Tomography
Yang Yue, Nan Li, Xin Zhang +8
Machine learning (ML) is shaping our exploration of topological matter, whose existence is inherently tied to the geometry of quantum states or energy spectra. In non-Hermitian sys…