China

We propose the novel method to calculate eigenenergies of quantum systems using Genetic Algorithms then Local search(GA then LS). It can calculate ground and excited energies in high accuracy. GA then LS is hybrid algorithm of Genetic Algorithms and local search algorithms such as newtonian methods e.g. Powell method. Genetic Algorithm(GA) is metaheuristic algorithms that solve problems by the lifecycle of creature, production, crossover, and inheritance. It can avoid local minimums in the case parameter landscapes don&#39;t have UV structure. GA then LS has been used to overcome such parameter landscapes that have UV structure. Variational Quantum Eigensolver(VQE) is very this case. Hence, calculating eigenenergies by this method using only GA or local search methods tend to be trapped by local minimums and failed. Therefore, we optimized the GA then LS for VQE method and calculated eigenenergies of some molecules. We call this new VQE method Genetic-Multi-Initial-Generalized VQE(GMIG-VQE).
In general, this algorithm applies local search every crossover process. But, local search may quite a short time. Besides, GA must take 100N generations for the number of parameters N. Therefore, we apply local search for chosen 10 parameter sets at the end of GA. 
We calculated the eigenenergies of some kind of molecules for four algorithms of local search; Conjugate Gradient, BFGS, Nelder-Mead, SLSQP methods. We will show the result of them and the ideas to improving this GMIG-VQE.

Quantum 2020

Proposal of Variational Quantum Eigensolver method using Genetic Algorithm then Local Search

optimization methods.

variational quantum eigensolver

genetic algorithms

The 9th Brazilian Conference on Intelligent Systems (BRACIS), the 16h Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), and the 12th Concurso de Teses e Dissertações em Inteligência Artificial e Computacional (CTDIAC) was held from 20 to 23 October, 2020.

BRACIS originated from the combination of the two most important scientific events in Brazil in Artificial Intelligence (AI) and Computational Intelligence (CI): the Brazilian Symposium on Artificial Intelligence - SBIA (22 editions), and the Brazilian Symposium on Neural Networks - SBRN (13 editions). ENIAC is a national forum for researchers, practitioners, educators and students to present and discuss innovations, trends, experiences, developments and work in progress in the fields of Artificial and Computational Intelligence. CTDIAC is a satellite event whose goals are to disseminate and award the best dissertations and theses (MSc and PhDs concluded in Brazilian universities from June 2018 to May 2020) in Artificial and Computational Intelligence areas.

In this year, the Symposium on Knowledge Discovery, Mining and Learning (KDMiLe) will be held in conjunction with BRACIS 2020. This sysposium aims at integrating researchers, practitioners, developers, students and users to present their research results, to discuss ideas, and to exchange techniques, tools, and practical experiences – related to the Data Mining and Machine Learning areas.

BRACIS 2020

We propose the novel method to calculate eigenenergies of quantum systems using Genetic Algorithms then Local search(GA then LS). It can calculate ground and excited energies in high accuracy. GA then LS is hybrid algorithm of Genetic Algorithms and local search algorithms such as newtonian methods e.g. Powell method. Genetic Algorithm(GA) is metaheuristic algorithms that solve problems by the lifecycle of creature, production, crossover, and inheritance. It can avoid local minimums in the case parameter landscapes don't have UV structure. GA then LS has been used to overcome such parameter landscapes that have UV structure. Variational Quantum Eigensolver(VQE) is very this case. Hence, calculating eigenenergies by this method using only GA or local search methods tend to be trapped by local minimums and failed. Therefore, we optimized the GA then LS for VQE method and calculated eigenenergies of some molecules. We call this new VQE method Genetic-Multi-Initial-Generalized VQE(GMIG-VQE).
In general, this algorithm applies local search every crossover process. But, local search may quite a short time. Besides, GA must take 100N generations for the number of parameters N. Therefore, we apply local search for chosen 10 parameter sets at the end of GA. 
We calculated the eigenenergies of some kind of molecules for four algorithms of local search; Conjugate Gradient, BFGS, Nelder-Mead, SLSQP methods. We will show the result of them and the ideas to improving this GMIG-VQE.

technical paper

The Institute of Physics and IOP Publishing, in partnership with the Chinese Physical Society (CPS) and the University of Science and Technology of China (USTC) are proud to have brought together the international quantum science community online for this inaugural conference.


Early career and leading researchers from universities, industry and government worldwide came together to share, learn and collaborate on the latest research and emerging areas of high interest across quantum science and technology. The broad themes covered by Quantum 2020 included:

Quantum communication;
Quantum computing and quantum simulation;
Quantum sensing, metrology and imaging;
Quantum information theory, software and algorithms;
Quantum foundations;
Quantum technology in industry.
The four-day event featured talks from world-renowned scientists, interactive poster sessions and two exciting panel discussions on the themes of Quantum Technology in Industry and Quantum Technology Programmes Around the World.


You will need to [register](https://www.iopconferences.org/iop/frontend/reg/tRegisterEmailNew.csp?pageID=978403&eventID=1552&tempPersonID=536224) to obtain a ticket. . If you have already registered you should have been sent an email from Underline (to the email address that you registered with) with the subject line ‘Welcome to Quantum 2020’. This email includes your ticket for the event. 

If you have a ticket and are experiencing problems in accessing the event, please contact us. 

The Institute of Physics and IOP Publishing, in partnership with the Chinese Physical Society (CPS) and the University of Science and Technology of China (USTC) are proud to have brought together the international quantum science community online for this inaugural conference.

Early career and leading researchers from universities, industry and government worldwide came together to share, learn and collaborate on the latest research and emerging areas of high interest across quantum science and technology. 

Quantum sensing is inevitably one of the elegant examples for supremacy of quantum technologies over their classical counterparts. One of the desired endeavor of quantum metrology is ac field sensing. Here, by the means of analytical and numerical analysis, we show that many-body systems can be exploited efficiently for detecting the amplitude of an ac field. Due to the periodicity of the dynamics, any local block of the system saturates to a steady state which allows achieving precision for sensing the amplitude well beyond the classical limit. We associate the enhanced
quantum precision to closing of the Floquet gap, resembling the features of quantum sensing in the ground state of critical systems. Remarkably, the scaling of precision with respect to the number of resources becomes close to the Heisenberg limit, along the line where Floquet gap vanishes. This shows the potential of many-body systems for providing quantum enhanced precision in ac field sensing.

Many-body steady-state AC field quantum sensing

Quantized confined energy takes big values when the dimensions of the confining system are nanoscales dimensions. Therefore, it is important to study the effect of confined energy on the electron blockade phenomena.in this work, We will employ the spherical quantum dot as a topical nanostructure system after defining its electronic structure to investigate the effect of confined energy on Coulomb blockade phenomena, this effect is known as a quantum coulomb blockade phenomena . Then. We will employ orthodox theory (master equation approach) to study electron transport through quantum coulomb blockade system. Finally, we will investigate the effect of the QD’s radius, tunneling rate, and temperature on SET current. Also, we will study the effect of gate voltage on the SET current by taken different values of gate voltage in quantum coulomb blockade region, and we will define a two-point where the transistor is work in one case (transistor off) if the condition of maximum source-drain voltage was respected.

Quantum coulomb blockade phenomena and electron transport in single electron devices

An important property of a Quantum Key Distribution (QKD) is the ability of the two communicating users to detect the presence of any third party trying to gain knowledge of the key. A fundamental requirement in the process is the secrecy of the outcome. This work presents some results of a contactless eavesdropping of the electric activities of a Single Photon Avalanche Diode (SPAD) detector for obtaining its response without affecting the quantum state of the system.
Three different types of well-known commercial SPAD have been used in the experiments, which are referenced herein as SPAD1, SPAD2 and SPAD3.
This work shows how the measurements on Bob’s computer can be compromised by the eavesdropper.


Quantum Communication vulnerabilities in a QKD system

Global scale quantum communication links will form the backbone of the quantum internet. However, exponential loss in optical fibres precludes any realistic application beyond few hundred kilometres. Quantum repeaters (QR) and space-based systems offer to overcome this limitation. However, the most ambitious land based QR architecture is limited to around 4000 km beyond which meaningful secret generation becomes impossible. On the other hand, majority of the satellite-based quantum communication architectures proposed so far are either limited to the line-of-sight distance of the orbit or they rely on satellites as trusted nodes. Here, we analyse the use of quantum memory (QM)-equipped satellites for quantum communication focussing on global range repeaters and Measurement-Device-Independent (MDI) QKD. We show that a network consisting of satellites equipped with QMs could offer orders of magnitude faster entanglement distribution rates across the whole globe than the existing hybrid, space-ground protocols. We further analyse how entanglement distribution performance depends on memory characteristics, determine benchmarks to assess performance of different tasks, and propose various architectures for light-matter interfaces. Our work provides a practical roadmap to realise unconditionally secure quantum communications over global distances with current technologies.



Space-borne quantum memories for global quantum communication

Quantum computers are expected to offer speed-ups for solving certain scientific problems. One example is digital quantum simulation, where sequences of quantum gates can be used to simulate the dynamics of quantum systems in polynomial time. This could have applications in simulations of quantum optimal control, which aim to identify shaped fields to drive a quantum system towards a designated control objective. In this talk, I will explore how digital quantum simulation could be used to make quantum optimal control simulations more tractable. I will introduce a framework that utilizes a quantum computer to simulate the field-induced dynamics of a quantum system in combination with classical optimization to update the field. As a demonstration of this framework, a series of numerical illustrations involving quantum molecular control problems will be presented.

Sandia National Labs is managed and operated by NTESS under DOE NNSA contract DE-NA0003525

Digital quantum simulation of molecular dynamics and control

Materials for Quantum Technology (MQT) is a new multidisciplinary, open access journal from IOP Publishing devoted to publishing cutting-edge research on the development and application of materials for all quantum-enabled technologies and devices.


Materials for Quantum Technology - a new multidisciplinary journal from IOP Publishing

Over the last few years, IOP Publishing has been building a library of cutting-edge books for the scientific community. This includes the area of quantum science and technology, especially through the IOP Series in Quantum Technology. Taking advantage of the capabilities of electronic publishing and capitalizing on the enhanced features modern ebooks allow, we have created an award-winning programme, designed to both enhance the reader experience and deliver a service to suit the need of modern libraries and readership models. Features that are especially important in this time of increased online and distance learning

(IOPP) IOP ebooks, a New Paradigm in Book Publishing

A multidisciplinary, high impact journal devoted to publishing research of the highest quality and significance covering the science and application of all quantum-enabled technologies.

Quantum Science and Technology - IOP Publishing's leading journal dedicated to quantum science

Launched in 1998, New Journal of Physics (NJP) is a broad scope, open access journal, owned by the German Physical Society (DPG) and the Institute of Physics, UK. NJP's core mission is to make accessible to its broad physics readership the most significant topics across all of physics. The breadth of its coverage makes it particularly well-suited to showcasing interdisciplinary topics. 

NJP is committed to innovation in publishing, offering all authors a variety of novel features, including double-blind peer review, video abstracts, and interactive figures. NJP showcases leading research through a variety of article types, including Topical Reviews and Perspectives. The long-standing and prestigious Focus Issue series highlights key emerging topics by inviting articles from the leading specialised researchers across the world.

As an open access journal, NJP articles have outstandingly high visibility - every paper is downloaded hundreds of times within weeks of publication - and article publication charge discounts are available for many societies/institutions, including the Chinese Academy of Sciences, the DPG and the IOP.

With its broad scope and focus on publishing free-to-read, high-quality research, NJP is the ideal venue for authors seeking to promote their outstanding research to the wider physics community.

New Journal of Physics - the open access journal at the forefront of physics

Superconducting qubits are a subject of intense research as a platform for scalable quantum computing. While transmon qubits have received a lot of attention, the less ubiquitous Fluxonium qubit has been shown to have long life-times and gates unlimited by level anharmonicity [1-2]. Despite this, little research has been put into studying multi-Fluxonium devices. Here, one of the difficulties is understanding how their rich level structure can make them prone to measurement photons inducing transitions out of the qubit subspace [3]. We present a systematic study of a system comprising two capacitively coupled Fluxonium qubits sharing the same read-out cavity. By tracking the state dependent transmission of the read-out pulse, we determine the transition rates Γij from state i to state j of the coupled system using a forward-backward analysis [4] to characterise these cavity induced transitions. By varying the flux bias of the system and the population of the cavity, we characterise the fidelity of this read-out.

[1] L.B. Nguyen et al., Phys. Rev. X 9 041041, 2019
[2] H. Zhang et al., arXiv:2002.10653, 2020
[3] D. Sank et al., Phys. Rev. Lett. 117 190503, 2016
[4] T. Rybarczyk et al., Physical Review A 91 062116, 2015


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Proposal of Variational Quantum Eigensolver method using Genetic Algorithm then Local Search

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