Experimental Self-Characterization of Quantum Measurements.

Physical review letters 124:4 (2020) 040402

Authors:

Aonan Zhang, Jie Xie, Huichao Xu, Kaimin Zheng, Han Zhang, Yiu-Tung Poon, Vlatko Vedral, Lijian Zhang

Abstract:

The accurate and reliable description of measurement devices is a central problem in both observing uniquely nonclassical behaviors and realizing quantum technologies from powerful computing to precision metrology. To date quantum tomography is the prevalent tool to characterize quantum detectors. However, such a characterization relies on accurately characterized probe states, rendering reliability of the characterization lost in circular argument. Here we report a self-characterization method of quantum measurements based on reconstructing the response range-the entirety of attainable measurement outcomes, eliminating the reliance on known states. We characterize two representative measurements implemented with photonic setups and obtain fidelities above 99.99% with the conventional tomographic reconstructions. This initiates range-based techniques in characterizing quantum systems and foreshadows novel device-independent protocols of quantum information applications.

Exploratory Combinatorial Optimization with Reinforcement Learning

THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE 34 (2020) 3251-3258

Authors:

Thomas D Barrett, William R Clements, Jakob N Foerster, AI Lvovsky

Quantum-inspired annealers as Boltzmann generators for machine learning and statistical physics

(2019)

Authors:

Alexander E Ulanov, Egor S Tiunov, AI Lvovsky

Entanglement of macroscopically distinct states of light

Optica Optical Society of America 6:11 (2019) 1425-1430

Authors:

DV Sychev, VA Novikov, KK Pirov, C Simon, AI Lvovsky

Abstract:

Schrödinger’s famous Gedankenexperiment has inspired multiple generations of physicists to think about apparent paradoxes that arise when the logic of quantum physics is applied to macroscopic objects. The development of quantum technologies enabled us to produce physical analogues of Schrödinger’s cats, such as superpositions of macroscopically distinct states as well as entangled states of microscopic and macroscopic entities. Here we take one step further and prepare an optical state which, in Schrödinger’s language, is equivalent to a superposition of two cats, one of which is dead and the other alive, but it is not known in which state each individual cat is. Specifically, the alive and dead states are, respectively, the displaced single photon and displaced vacuum (coherent state), with the magnitude of displacement being on a scale of 10^8 photons. These two states have significantly different photon statistics and are therefore macroscopically distinguishable.

Ab initio phase estimation at the shot noise limit with on–off measurement

Quantum Information Processing Springer Nature 18:11 (2019) 329

Authors:

Kaimin Zheng, Huichao Xu, Aonan Zhang, Xinghai Ning, Lijian Zhang