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High-capacity free-space optical link in the midinfrared thermal atmospheric windows using unipolar quantum devices 被引量:3
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作者 Pierre Didier Hamza Dely +6 位作者 Thomas Bonazzi Olivier Spitz Elie Awwad Étienne Rodriguez Angela Vasanelli Carlo Sirtori Frédéric Grillot 《Advanced Photonics》 SCIE EI CAS CSCD 2022年第5期36-46,共11页
Free-space optical communication is a very promising alternative to fiber communication systems,in terms of ease of deployment and costs.Midinfrared light has several features of utter relevance for free-space applica... Free-space optical communication is a very promising alternative to fiber communication systems,in terms of ease of deployment and costs.Midinfrared light has several features of utter relevance for free-space applications:low absorption when propagating in the atmosphere even under adverse conditions,robustness of the wavefront during long-distance propagation,and absence of regulations and restrictions for this range of wavelengths.A proof-of-concept of high-speed transmission taking advantage of intersubband devices has recently been demonstrated,but this effort was limited by the short-distance optical path(up to 1 m).In this work,we study the possibility of building a long-range link using unipolar quantum optoelectronics.Two different detectors are used:an uncooled quantum cascade detector and a nitrogen-cooled quantum well-infrared photodetector.We evaluate the maximum data rate of our link in a back-to-back configuration before adding a Herriott cell to increase the length of the light path up to 31 m.By using pulse shaping,pre-and post-processing,we reach a record bitrate of 30 Gbit s−1 for both two-level(OOK)and four-level(PAM-4)modulation schemes for a 31-m propagation link and a bit error rate compatible with error-correction codes. 展开更多
关键词 free-space communication Stark-effect external modulator midinfrared photonics intersubband technology unipolar quantum devices
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Low-T_c direct current superconducting quantum interference device magnetometer-based 36-channel magnetocardiography system in a magnetically shielded room 被引量:1
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作者 邱阳 李华 +7 位作者 张树林 王永良 孔祥燕 张朝祥 张永升 徐小峰 杨康 谢晓明 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第7期590-594,共5页
We constructed a 36-channel magnetocardiography(MCG) system based on low-Tc direct current(DC) superconducting quantum interference device(SQUID) magnetometers operated inside a magnetically shielded room(MSR)... We constructed a 36-channel magnetocardiography(MCG) system based on low-Tc direct current(DC) superconducting quantum interference device(SQUID) magnetometers operated inside a magnetically shielded room(MSR). Weakly damped SQUID magnetometers with large Steward–Mc Cumber parameter βc(βc≈ 5), which could directly connect to the operational amplifier without any additional feedback circuit, were used to simplify the readout electronics. With a flux-to-voltage transfer coefficient V / Φ larger than 420 μV/Φ0, the SQUID magnetometers had a white noise level of about 5.5 f T·Hz-1/2when operated in MSR. 36 sensing magnetometers and 15 reference magnetometers were employed to realize software gradiometer configurations. The coverage area of the 36 sensing magnetometers is 210×210 mm2. MCG measurements with a high signal-to-noise ratio of 40 d B were done successfully using the developed system. 展开更多
关键词 superconducting quantum interference devices MAGNETOMETER MAGNETOCARDIOGRAPHY noise can-cellation
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Thermodynamic Performance of Three-Terminal Hybrid Quantum Dot Thermoelectric Devices 被引量:1
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作者 施志成 符婧 +1 位作者 秦伟锋 何济洲 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第11期6-10,共5页
We propose four different models of three-terminal quantum dot thermoelectric devices. From general thermodynamic laws, we examine the rew;rsible efficiencies of the four different models. Based on the master equation... We propose four different models of three-terminal quantum dot thermoelectric devices. From general thermodynamic laws, we examine the rew;rsible efficiencies of the four different models. Based on the master equation, the expressions for the efficiency and power output are derived and the corresponding working regions are determined. Moreover, we particularly analyze the performance of a three-terminal hybrid quantum dot refrigerator. The performance characteristic curves and the optimal performance parameters are obtained. Finally, we discuss the influence of the nonradiative effects on the optimal performance parameters in detail. 展开更多
关键词 Thermodynamic Performance of Three-Terminal Hybrid quantum Dot Thermoelectric devices
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Implementation of quantum partial search with superconducting quantum interference device qudits in cavity QED
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作者 李虹轶 吴春旺 +3 位作者 陈玉波 林源根 陈平形 李承祖 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第11期190-196,共7页
We present a method to implement the quantum partial search of the database separated into any number of blocks with qudits, D-level quantum systems. Compared with the partial search using qubits, our method needs few... We present a method to implement the quantum partial search of the database separated into any number of blocks with qudits, D-level quantum systems. Compared with the partial search using qubits, our method needs fewer iteration steps and uses the carriers of the information more economically. To illustrate how to realize the idea with concrete physical systems, we propose a scheme to carry out a twelve-dimensional partial search of the database partitioned into three blocks with superconducting quantum interference devices (SQUIDs) in cavity QED. Through the appropriate modulation of the amplitudes of the microwave pulses, the scheme can overcome the non-identity of the cavity-SQUID coupling strengths due to the parameter variations resulting from the fabrication processes. Numerical simulation under the influence of the cavity and SQUID decays shows that the scheme could be achieved efficiently within current state-of-the-art technology. 展开更多
关键词 Grover search quantum partial search QUDIT superconducting quantum interference device(SQUID)
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Jnconventional Geometric Phase Gate with Superconducting Quantum Interference Device Qubits in Cavity QED
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作者 YANG Wen-Xing CHEN Ai-Xi 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第4期913-918,共6页
In the system with superconducting quantum interference devices (SQUID) in cavity, a scheme for constructing two-qubit quantum phase gate via a conventional geometric phase-shift is proposed by using a quantized cav... In the system with superconducting quantum interference devices (SQUID) in cavity, a scheme for constructing two-qubit quantum phase gate via a conventional geometric phase-shift is proposed by using a quantized cavity field and classical microwave pulses. In this scheme, the gate operation is realized in the subspace spanned by the two lower flux states of the SQUID system mud the population operator of the excited state has no effect on it. Thus the effect of decoherence caused from the levels of the SQUID system is possible to minimize. Under cavity decay, our strictly numerical simulation shows that it is also possible to realize the unconventional geometric phase gate. The experimental feasibility is discussed in detail. 展开更多
关键词 superconducting quantum interference devices cavity QED geometric quantum gates
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Bright hybrid white light-emitting quantum dot device with direct charge injection into quantum dot
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作者 曹进 谢婧薇 +4 位作者 魏翔 周洁 陈超平 王子兴 田哲圭 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第12期514-519,共6页
A bright white quantum dot light-emitting device (white-QLED) with 4-[4-(1-phenyl-lH-benzo[d]imidazol-2- yl)phenyl]-2- [3-(tri-phenylen-2-yl)phen-3-yl]quinazoline deposited on a thin film of mixed green/red-QDs ... A bright white quantum dot light-emitting device (white-QLED) with 4-[4-(1-phenyl-lH-benzo[d]imidazol-2- yl)phenyl]-2- [3-(tri-phenylen-2-yl)phen-3-yl]quinazoline deposited on a thin film of mixed green/red-QDs as a bilayer emitter is fabricated. The optimized white-QLED exhibits a turn-on voltage of 3.2 V and a maximum brightness of 3660 cd/m2 @8 V with the Commission Internationale de l'Eclairage (CIE) chromaticity in the region of white light. The ultra-thin layer of QDs is proved to be critical for the white light generation in the devices. Excitation mechanism in the white-QLEDs is investigated by the detailed analyses of electroluminescence (EL) spectral and the fluorescence lifetime of QDs. The results show that charge injection is a dominant mechanism of excitation in the white-QLED. 展开更多
关键词 quantum dot light-emitting devices WHITE ultra-thin film charge injection
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Unconventional Geometric Phase-Shift Gates Based on Superconducting Quantum Interference Devices Coupled to a Single-Mode Cavity
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作者 SONG Ke-Hui ZHOU Zheng-Wei GUO Guang-Can 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第4X期631-634,共4页
We present a scheme to realize geometric phase-shift gate for two superconducting quantum interference device (SQUID) qubits coupled to a single-mode microwave field. The geometric phase-shift gate operation is perf... We present a scheme to realize geometric phase-shift gate for two superconducting quantum interference device (SQUID) qubits coupled to a single-mode microwave field. The geometric phase-shift gate operation is performed in two lower flux states, and the excited state [2〉 would not participate in the procedure. The SQUIDs undergo no transitions during the gate operation. Thus, the docoherence due to energy spontaneous emission based on the levels of SQUIDs are suppressed. The gate is insensitive to the cavity decay throughout the operation since the cavity mode is displaced along a circle in the phase space, acquiring a phase conditional upon the two lower flux states of the SQUID qubits, and the cavity mode is still in the original vacuum state. Based on the SQUID qubits interacting with the cavity mode, our proposed approach may open promising prospects for quantum iogic in SQUID-system. 展开更多
关键词 geometric phase-shift gate superconducting quantum interference device CAVITY-QED
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Quantum search via superconducting quantum interference devices in a cavity
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作者 卢艳 董萍 +1 位作者 薛正远 曹卓良 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第12期3601-3604,共4页
We propose a scheme for implementing the Grover search algorithm with two superconducting quantum interference devices (SQUIDs) in a cavity. Our scheme only requires single resonant interaction of the SQUID-cavity s... We propose a scheme for implementing the Grover search algorithm with two superconducting quantum interference devices (SQUIDs) in a cavity. Our scheme only requires single resonant interaction of the SQUID-cavity system and the required interaction time is very short. The simplicity of the process and the reduction of the interaction time are important for restraining decoherence. 展开更多
关键词 Grover search algorithm superconducting quantum interference devices
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Room-Temperature Organic Negative Differential Resistance Device Using CdSe Quantum Dots as the ITO Modification Layer
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作者 焦博 姚丽娟 +3 位作者 吴春芳 董化 侯洵 吴朝新 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第11期122-126,共5页
Room-temperature negative differential resistance (NDR) has been observed in different types of organic materials. However, detailed study on the influence of the organic material on NDR performance is still scarce.... Room-temperature negative differential resistance (NDR) has been observed in different types of organic materials. However, detailed study on the influence of the organic material on NDR performance is still scarce. In this work, room-temperature NDR & observed when CdSe quantum dot (QD) modified ITO is used as the electrode. Furthermore, material dependence of the NDR performance is observed by selecting materials with different charge transporting properties as the active layer, respectively. A peak-to-valley current ratio up to 9 is observed. It is demonstrated that the injection barrier between ITO and the organic active layer plays a decisive role for the device NDR performance. The influence of the aggregation state of CdSe QDs on the NDR performance is also studied, which indicates that the NDR is caused by the resonant tunneling process in the ITO/CdSe QD/organic active layer structure. 展开更多
关键词 Room-Temperature Organic Negative Differential Resistance device Using CdSe quantum Dots as the ITO Modification Layer QDs NDR ITO
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True Random Number Generator Realized by Extracting Entropy from a Negative-Inductance Superconducting Quantum Interference Device
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作者 李浩 刘建设 +4 位作者 蔡涵 张颖珊 刘其春 李刚 陈炜 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第1期129-132,共4页
A new type of superconductive true random number generator (TRNG) based on a negative-inductance superconducting quantum interference device (nSQUID) is proposed. The entropy harnessed to generate random numbers comes... A new type of superconductive true random number generator (TRNG) based on a negative-inductance superconducting quantum interference device (nSQUID) is proposed. The entropy harnessed to generate random numbers comes from the phenomenon of symmetry breaking in the nSQUID. The experimental circuit is fabricated by the Nb-based lift-off process. Low-temperature tests of the circuit verify the basic function of the proposed TRNG. The frequency characteristics of the TRNG have been analyzed by simulation. The generation rate of random numbers is expected to achieve hundreds of megahertz to tens of gigahertz. 展开更多
关键词 True Random Number Generator Realized by Extracting Entropy from a Negative-Inductance Superconducting quantum Interference device
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Advancing Manufacturing Limits:Ultrafast Laser Nanofabrication Techniques
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作者 Zhenyuan Lin Lingfei Ji Minghui Hong 《Engineering》 2025年第6期9-12,共4页
1.Introduction.In recent decades,the pursuit of miniaturization has been crucial in nanofabrication,fostering innovation,and enabling novel applications in chip manufacturing,nanophotonics,and quantum devices[1,2].Adv... 1.Introduction.In recent decades,the pursuit of miniaturization has been crucial in nanofabrication,fostering innovation,and enabling novel applications in chip manufacturing,nanophotonics,and quantum devices[1,2].Advancements in nanofabrication technology are driven by the demand for higher component density and performance,necessitating precise material processing in atmospheric environments. 展开更多
关键词 quantum devices advancements component density ultrafast laser performance precise material processing nanofabrication MINIATURIZATION chip manufacturingnanophotonicsand
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Controlling a superconducting transistor by coherent light
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作者 Guo-Jian Qiao Zhi-Lei Zhang +1 位作者 Sheng-Wen Li C.P.Sun 《Communications in Theoretical Physics》 2025年第9期43-53,共11页
The Josephson junction is typically tuned by a magnetic field or electrostatic gate to realize a superconducting(SC)transistor,which manipulates the supercurrent in integrated SC circuits.Here,we propose a theoretical... The Josephson junction is typically tuned by a magnetic field or electrostatic gate to realize a superconducting(SC)transistor,which manipulates the supercurrent in integrated SC circuits.Here,we propose a theoretical scheme for a light-controlled SC transistor,which is composed of two superconductor leads weakly linked by a coherent light-driven quantum dot.We discover a Josephson-like relation for the supercurrent I=I(Φ)sinΦsc,where both the supercurrent phaseΦand magnitude Iccan be completely controlled by the phase,intensity,and detuning of the driving light.Additionally,the supercurrent magnitude displays a Fano profile with the increase of the driving light intensity,which is understood by comparing the level splitting of the quantum dot under light driving with the SC gap.Moreover,when two such SC transistors form a loop,they constitute a light-controlled SC quantum interference device(SQUID).Such a light-controlled SQUID can demonstrate the Josephson diode effect,and the optimized non-reciprocal efficiency achieves up to 54%,surpassing the maximum record reported in recent literature.Thus,our scheme delivers a promising platform for performing diverse and flexible manipulations in SC circuits. 展开更多
关键词 superconducting transistor light-controlled quantum interference device
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Noise-resilient quantum power flow
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作者 Fei Feng Yi-Fan Zhou Peng Zhang 《iEnergy》 2023年第1期63-70,共8页
Quantum power flow(QPF)offers an inspiring direction for overcoming the computation challenge of power flow through quantum computing.However,the practical implementation of existing QPF algorithms in today’s noisy-i... Quantum power flow(QPF)offers an inspiring direction for overcoming the computation challenge of power flow through quantum computing.However,the practical implementation of existing QPF algorithms in today’s noisy-intermediate-scale quantum(NISQ)era remains limited because of their sensitivity to noise.This paper establishes an NISQ-QPF algorithm that enables power flow computation on noisy quantum devices.The main contributions include:(1)a variational quantum circuit(VQC)-based alternating current(AC)power flow formulation,which enables QPF using short-depth quantum circuits;(2)NISQ-compatible QPF solvers based on the variational quantum linear solver(VQLS)and modified fast decoupled power flow;and(3)an error-resilient QPF scheme to relieve the QPF iteration deviations caused by noise;(3)a practical NISQ-QPF framework for implementable and reliable power flow analysis on noisy quantum machines.Extensive simulation tests validate the accuracy and generality of NISQ-QPF for solving practical power flow on IBM’s real,noisy quantum computers. 展开更多
关键词 quantum AC power flow quantum computing variational quantum linear solver fast decoupled load flow noisy-intermediate-scale quantum device
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Quantum Entanglement of Two Flux Qubits Induced by an Auxiliary SQUID
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作者 SHI Tao SONG Zhi Department of Physics,Nankai University,Tianjin 300071,China 《Communications in Theoretical Physics》 SCIE CAS CSCD 2007年第12期1003-1008,共6页
We revisit a theoretical scheme to create quantum entanglement of two three-level superconducting quantuminterference devices (SQUIDs) with the help of an auxiliary SQUID.In this scenario,two three-level systems are c... We revisit a theoretical scheme to create quantum entanglement of two three-level superconducting quantuminterference devices (SQUIDs) with the help of an auxiliary SQUID.In this scenario,two three-level systems are coupledto a quantized cavity field and a classical external field and thus form dark states.The quantum entanglement can beproduced by a quantum measurement on the auxiliary SQUID.Our investigation emphasizes the quantum effect of theauxiliary SQUID.For the experimental feasibility and accessibility of the scheme,we calculate the time evolution of thewhole system including the auxiliary SQUID.To ensure the efficiency of generating quantum entanglement,relationsbetween the measurement time and dominate parameters of the system are analyzed according to detailed calculations. 展开更多
关键词 superconducting quantum interference device entangled state quantum information dark state
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Quantum properties of nonclassical states generated by an optomechanical system with catalytic quantum scissors
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作者 李恒梅 杨保华 +1 位作者 袁洪春 许业军 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第1期311-318,共8页
A scheme is proposed to investigate the non-classical states generated by a quantum scissors device(QSD) operating on the the cavity mode of an optomechanical system. When the catalytic QSD acts on the cavity mode of ... A scheme is proposed to investigate the non-classical states generated by a quantum scissors device(QSD) operating on the the cavity mode of an optomechanical system. When the catalytic QSD acts on the cavity mode of the optomechanical system, the resulting state contains only the vacuum, single-photon and two-photon states depending upon the coupling parameter of the optomechanical system as well as the transmission coefficients of beam splitters(BSs). Especially, the output state is just a class of multicomponent cat state truncations at time t = 2π by choosing the appropriate value of coupling parameter. We discuss the success probability of such a state and the fidelity between the output state and input state via QSD. Then the linear entropy is used to investigate the entanglement between the two subsystems, finding that QSD operation can enhance their entanglement degree. Furthermore, we also derive the analytical expression of the Wigner function(WF) for the cavity mode via QSD and numerically analyze the WF distribution in phase space at time t =2π. These results show that the high non-classicality of output state can always be achieved by modulating the coupling parameter of the optomechanical system as well as the transmittance of BSs. 展开更多
关键词 optomechanical system quantum scissors device quantum state engineering linear entropy
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Phase transition and charge transport through a triple dot device beyond the Kondo regime
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作者 Yong-Chen Xiong Zhan-Wu Zhu Ze-Dong He 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第10期628-634,共7页
Semiconductor quantum dot structure provides a promising basis for quantum information processing, within which to reveal the quantum phase and charge transport is one of the most important issues. In this paper, by m... Semiconductor quantum dot structure provides a promising basis for quantum information processing, within which to reveal the quantum phase and charge transport is one of the most important issues. In this paper, by means of the numerical renormalization group technique, we study the quantum phase transition and the charge transport for a parallel triple dot device in the strongly correlated limit, focusing on the effect of inter-dot hopping t beyond the Kondo regime. We find the quantum behaviors depend closely on the initial electron number on the dots, and the present model may map to single,double, and side-coupled impurity models in different parameter spaces. An orbital spin-1/2 Kondo effect between the conduction leads and the bonding orbital, and several magnetic-frustration phases are demonstrated when t is adjusted to different regimes. To understand these phenomena, a canonical transformation of the energy levels is given, and important physical quantities with respect to increasing t and necessary theoretical discussions are shown. 展开更多
关键词 semiconductor quantum dot device parallel triple dot structure quantum phase transition charge transport strongly correlated effect
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Cryptanalysis of an Improved Flexible Ping-Pong Protocol in Perfect and Imperfect Quantum Channels
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作者 张彬彬 王大庆 +1 位作者 黄珊珊 刘玉 《Chinese Physics Letters》 SCIE CAS CSCD 2009年第10期24-27,共4页
We recently proposed a flexible quantum secure direct communication protocol [Chin. Phys. Lett. 23 (2006) 3152]. By analyzing its security in the perfect channel from the aspect of quantum information theory, we fin... We recently proposed a flexible quantum secure direct communication protocol [Chin. Phys. Lett. 23 (2006) 3152]. By analyzing its security in the perfect channel from the aspect of quantum information theory, we find that an eavesdropper is capable of stealing all the information without being detected. Two typical attacks are presented to illustrate this point. A solution to this loophole is also suggested and we show its powerfulness against the most general individual attack in the ideal case. We also discuss the security in the imperfect case when there is noise and loss. 展开更多
关键词 Computational physics Electronics and devices quantum information and quantum mechanics
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Ultra-Compact Transverse Mode Quantum Interference Device on Silicon
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作者 Yang Li Yujie Cheng +11 位作者 Shumin Jiang Peipeng Xu Junjie Du Yingxuan Zhao Zhen Sheng Tianzhu Zhang Hao Li Lixing You Guangcan Guo Lantian Feng Xifeng Ren Fuwan Gan 《Chinese Physics Letters》 2025年第11期174-198,共25页
Quantum photonic integrated circuits offer enhanced stability and scalability for quantum communications,sensing, and computing. Transverse modes in multimode waveguides enable high-dimensional scalability and versati... Quantum photonic integrated circuits offer enhanced stability and scalability for quantum communications,sensing, and computing. Transverse modes in multimode waveguides enable high-dimensional scalability and versatile photon manipulation, but practical adoption requires compact and fabrication-tolerant quantum interference devices. Here, we present an ultra-compact taper-stepped beamsplitter that enables quantum interference between photon pairs in different transverse modes, and cascade it to realize NOON state interferometry. We experimentally achieve high visibilities of 93.9% for HOM interference and 86.5% for NOON state interference,demonstrating that efficient mode interference with active tuning can be realized on this platform. 展开更多
关键词 quantum photonic integrated circuits multimode waveguides transverse modes quantum interference quantum communicationssensing quantum interference devices ultra compact taper stepped beamsplitter photon manipulation
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High-power,high-wall-plug-efficiency quantum cascade lasers with high-brightness in continuous wave operation at 3-300μm
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作者 Manijeh Razeghi Yanbo Bai Feihu Wang 《Light(Science & Applications)》 2025年第9期2405-2421,共17页
Quantum cascade lasers(QCLs)are unipolar quantum devices based on inter-sub-band transitions.They break the electron-hole recombination mechanism in traditional semiconductor lasers,overcome the long-lasting bottlenec... Quantum cascade lasers(QCLs)are unipolar quantum devices based on inter-sub-band transitions.They break the electron-hole recombination mechanism in traditional semiconductor lasers,overcome the long-lasting bottleneck which is that the emission wavelength of semiconductor laser is completely dependent on the bandgap of semiconductor materials.Therefore,their emission wavelength is able to cover the mid-infrared(mid-IR)range and the"Terahertz gap"that is previously inaccessible by any other semiconductor lasers.After thirty years development,QCLs have become the most promising light source in the mid-IR and THz regime.In this paper,we are going to present the strategies and methodologies to achieve high-power,high-wall-plug-efficiency(WPE)QCLs with high-brightness in room temperature continuous-wave(cw)operation at 3-300μm.We will also review the recent breakthroughs in QCL community,especially the high-power,high WPE intersubband lasers in room temperature cw operation. 展开更多
关键词 quantumcascadelasers unipolar quantum devices semiconductor laser semiconductor materialsthereforetheir quantum cascade lasers qcls high wall plug efficiency high power semiconductor lasersovercome
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Experimental demonstration of reconstructing quantum states with generative models
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作者 Xuegang Li Wenjie Jiang +9 位作者 Ziyue Hua Weiting Wang Xiaoxuan Pan Weizhou Cai Zhide Lu Jiaxiu Han Rebing Wu Chang-Ling Zou Dong-Ling Deng Luyan Sun 《Science Bulletin》 2025年第10期1572-1575,共4页
With the rapid development of quantum devices across various platforms[1–4],reconstructing quantum many-body states from experimentally measured data posts a crucial challenge.Straightforward quantum state tomography... With the rapid development of quantum devices across various platforms[1–4],reconstructing quantum many-body states from experimentally measured data posts a crucial challenge.Straightforward quantum state tomography(QST)is only applicable for small systems[5],since the required classical computing resources,such as the number of measurements and the memory size,grow exponentially as the system size increases. 展开更多
关键词 quantum state tomography qst quantum many body states classical computing resources classical computing resourcessuch generative models exponential growth experimentally measured data quantum devices
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