Quantum verification of NP problems with single photons and linear optics.

Light, science & applications 10:1 (2021) 169

Authors:

Aonan Zhang, Hao Zhan, Junjie Liao, Kaimin Zheng, Tao Jiang, Minghao Mi, Penghui Yao, Lijian Zhang

Abstract:

Quantum computing is seeking to realize hardware-optimized algorithms for application-related computational tasks. NP (nondeterministic-polynomial-time) is a complexity class containing many important but intractable problems like the satisfiability of potentially conflict constraints (SAT). According to the well-founded exponential time hypothesis, verifying an SAT instance of size n requires generally the complete solution in an O(n)-bit proof. In contrast, quantum verification algorithms, which encode the solution into quantum bits rather than classical bit strings, can perform the verification task with quadratically reduced information about the solution in [Formula: see text] qubits. Here we realize the quantum verification machine of SAT with single photons and linear optics. By using tunable optical setups, we efficiently verify satisfiable and unsatisfiable SAT instances and achieve a clear completeness-soundness gap even in the presence of experimental imperfections. The protocol requires only unentangled photons, linear operations on multiple modes and at most two-photon joint measurements. These features make the protocol suitable for photonic realization and scalable to large problem sizes with the advances in high-dimensional quantum information manipulation and large scale linear-optical systems. Our results open an essentially new route toward quantum advantages and extend the computational capability of optical quantum computing.

Aligning an optical interferometer with beam divergence control and continuous action space

(2021)

Authors:

Stepan Makarenko, Dmitry Sorokin, Alexander Ulanov, AI Lvovsky

Adaptation of Quadruped Robot Locomotion with Meta-Learning

(2021)

Authors:

Arsen Kuzhamuratov, Dmitry Sorokin, Alexander Ulanov, AI Lvovsky

Entirety of Quantum Uncertainty and Its Experimental VerificationSupported by the National Key Research and Development Program of China (Grant No. 2017YFA0303703), the National Natural Science Foundation of China (Grant Nos. 91836303, 61975077, 61490711, 11690032, 11875160, and U1801661), the Natural Science Foundation of Guangdong Province (Grant No. 2017B030308003), the Key R&D Program of Guangdong Province (Grant No. 2018B030326001), the Science, Technology and Innovation Commission of Shenzhen Municipality (Grant Nos. JCYJ20170412152620376, JCYJ20170817105046702, and KYTDPT20181011104202253), the Economy, Trade and Information Commission of Shenzhen Municipality (Grant No. 201901161512), Guangdong Provincial Key Laboratory (Grant No. 2019B121203002), ARC DECRA 180100156 and ARC DP210102449.

Chinese Physics Letters IOP Publishing 38:7 (2021) 070303

Authors:

Jie Xie, Li Zhou, Aonan Zhang, Huichao Xu, Man-Hong Yung, Ping Xu, Nengkun Yu, Lijian Zhang

Polynomial unconstrained binary optimisation inspired by optical simulation

(2021)

Authors:

Dmitry A Chermoshentsev, Aleksei O Malyshev, Mert Esencan, Egor S Tiunov, Douglas Mendoza, Alán Aspuru-Guzik, Aleksey K Fedorov, Alexander I Lvovsky