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Determining node duty cycle using Q-learning and linear regression for WSN

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Frontiers of Computer Science 2021年第1期15卷 17-23页

作者： Han Yao HUANG kyung tae kim Hee Yong YOUN College of Software Sungkyunkwan UniversitySuwon 440-746Korea

Wireless sensor network(WSN)is effective for monitoring the target environment,which consists of a large number of sensor nodes of limited *** efficient medium access control(MAC)protocol is thus imperative to maximize the energy efficiency and performance of *** most existing MAC protocols are based on the scheduling of sleep and active period of the nodes,and do not consider the relationship between the load condition and *** this paper a novel scheme is proposed to properly determine the duty cycle of the WSN nodes according to the load,which employs the Q-leaming technique and function approximation with linear *** allows low-latency energy-efficient scheduling for a wide range of traffic conditions,and effectively overcomes the limitation of Q-learning with the problem of continuous state-action ***3 simulation reveals that the proposed scheme significantly improves the throughput,latency,and energy efficiency compared to the existing fully active scheme and S-MAC.

关键词： wireless sensor network media access control duty-cycle scheduling Q-leaming linear regression

Formation of photo-reactive heterostructure from a multicomponent amorphous alloy with atomically random distribution

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Journal of Materials Science & Technology 2022年第14期109卷 245-253页

作者： Hae Jin Park Hee Jin Lee tae kyung kim Sung Hwan Hong Wei-Min Wang taek Jib Choi Ki Buem kim Department of Nanotechnology and Advanced Materials Engineering Sejong University209 Neung dong-roGwangjin-guSeoul 05006Republic of Korea Key Laboratory for Liquid-Solid Structural Evolution and Processing of Materials Ministry of EducationShandong UniversityJinan 250061China

In this study,metallic glass is designed tunable for promising functional applications via a facile and stable,one-step *** approach about alloy design and process is based on the unique properties of the Ti-Cu-Ni-Sn metallic glass that are afforded by the varying oxygen affinities of the four constituent *** metallic glass exhibits homogeneous nucleation of oxides and uniform formation of the various metal *** alloy design and hydrothermal synthesis to customize the metallic glasses are the most critical factors that determine the characteristics of the metal oxides and the resulting nanostructures and photoelectrode *** enables the desired element to be selectively grown via a facile single-step *** results provide a promising road map for the application of metallic glasses to photoelectrochemical(PEC)solar water splitting,as well as various other new possibilities.

关键词： Metallic glass Alloy design Hydrothermal synthesis Metal oxide Water splitting

Protective effects of edible insect protein extracts from Protaetia brevitarsis against H_(2)O_(2)-induced oxidative stress in mouse C2C12 myoblast cells

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Food Bioscience 2023年第2期52卷 435-443页

作者： Jae Hoon Lee tae-kyung kim Min-Cheol Kang Bum-Keun kim Yun-Sang Choi Research Group of Food Processing Korea Food Research InstituteWanju55365Republic of Korea

Edible insects have been attracting significant attention not only for their nutritional superiority but also for their excellent bio-functional *** this study,the apoptotic protective effects of water-soluble protein(WPB)and salt-soluble protein(SPB)extracts derived from Protaetia brevitarsis against hydrogen peroxide(H_(2)O_(2))-induced oxidative stress in C2C12 cells were *** and SPB were confirmed to exhibit radical scavenging and ferric-ion reducing *** addition,WPB and SPB treatments effectively restored the decreased cell viability of the C2C12 cells induced by H2O2 treatment,and showcased protective effects against apoptosis and mitochondrial dysfunction by regulating the expressions of pro-and anti-apoptotic ***,our data indicated that protein extracts from Protaetia brevitarsis could be beneficial for the prevention and treatment of diseases associated with apoptosis induced by oxidative stress.

关键词： Edible insect protein extract Protaetia brevitarsis Antioxidant Anti-Apoptosis C2C12 myoblast cells

Effects of edible insect extracts on the antioxidant, physiochemical, and microbial properties of Tteokgalbi during refrigerated storage

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Food Bioscience 2023年第2期52卷 326-333页

作者： Hae In Yong tae-kyung kim Ji Yoon Cha Jae Hoon Lee Min-Cheol Kang Samooel Jung Yun-Sang Choi Research Group of Food Processing Korea Food Research InstituteWanju55365Republic of Korea Division of Animal and Dairy Science Chungnam National UniversityDaejeon34134Republic of Korea

In this study,Tteokgalbi,a meat product,was prepared with edible insect larvae extracts and its antioxidant,physiochemical,and microbial properties were evaluated during refrigerated *** prepared with 2%*** and 2%*** showed the highest radical-scavenging activity and metal-chelating activity,but the lowest thiobarbituric acid reactive substance(TBARS)value,among the treatments(P<0.05).In addition,those antioxidant activities were the lowest and the TBARS value was the highest in control Tteokgalbi(P<0.05)during all storage *** prepared with 2%*** showed the highest brownness index,pH,and cooking yield,but the lowest shear force value(P<0.05).During all storage days,the total aerobic bacteria level did not differ significantly among the *** conclusion,*** extracts(2%)were effective as antioxidants,inhibiting lipid oxidation,and improving the quality properties of Tteokgalbi,without negatively affecting microbial *** results confirmed that the edible insect extracts have industrial value as a food additive.

关键词： Edible insect Lipid oxidation Natural antioxidant Refrigerated storage Tteokgalbi

Auditor Switching,Earnings Quality,and the Cost of Capital

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Auditor Switching,Earnings Quality,and the Cost of Capital

采用喷墨打印机进行低成本微阵列印刷的可行性研究

中国会计学会2006年学术年会

作者： Lee-Seok Hwang kyung-tae kim Su-Keun Kwak College of Business Administration Seoul National UniversitySeoulKorea

＜正＞This study examines the relation between auditor switching and market *** study tests not only the direct association between auditor switching and market response,but also the effects of auditor switching on market response to earnings quality using earnings management proxied by discretionary *** study also tests whether auditor size change produced by auditor switching affects on the association between auditor switching and market *** external investors perceive auditor switching to bigger auditor（i.e.,higher audit quality） as better than auditor switching to smaller auditor（i.e.,lower audit quality）,audit quality affects on the association between auditor switching and market response.

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中国印刷与包装研究 2009年第2期1卷 56-58页

作者： kyung-tae kim Young-Woo Park 张桂兰(编译) BK21 Mechatronics Group at Chungnam National University Daejeon Korea 不详

根据网点形成技术,微阵列制作方法可归结为接触式印刷和非接触式印刷。接触式印刷中,如印刷生物样本时,设备与基底是直接接触。而非接触式印刷中,设备与基底之间不会直接接触。在非接触式印刷中,喷墨印刷技术是相对灵活、简便、便宜的... 详细信息

根据网点形成技术,微阵列制作方法可归结为接触式印刷和非接触式印刷。接触式印刷中,如印刷生物样本时,设备与基底是直接接触。而非接触式印刷中,设备与基底之间不会直接接触。在非接触式印刷中,喷墨印刷技术是相对灵活、简便、便宜的一种方式,同时还减少了污染且避免了更高的数据吞吐量。但是,喷墨印刷需要有能喷射几微微升墨滴的喷嘴和能够精确喷射墨滴的喷嘴位置控制单元。若使用喷墨方法制作微阵列就需要复杂的机构系统,以致成本增加。因此,本论文提出使用已具有喷墨系统的商用喷墨打印机来制作微阵列。

关键词：微阵列压电喷墨商用打印机墨滴

Prominent cycling reversibility and kinetics enabled by CaTiO3 protective layer on Zn metal for aqueous Zn-ion batteries

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Journal of Energy Chemistry 2025年第1期100卷 245-258页

作者： Gaeun Lee Yong Nam Ahn Seongjoon So Chanwoo Park Jong-Seong Bae taehyun Park Il tae kim Jaehyun Hur School of Chemical Biological and Battery Engineering Gachon University Seongnam Busan Center Korea Basic Science Institute

Aqueous Zn-ion batteries （AZIBs） have received considerable attention owing to their various advantages such as safety,low cost,simple battery assembly conditions,and high ionic ***,they still suffer from serious problems,including uncontrollable dendrite growth,corrosion,hydrogen evolution reaction （HER） from water decomposition,electrode passivation,and unexpected *** creation of a uniform artificial nanocrystal layer on the Zn anode surface is a promising strategy for resolving these ***,we propose the use of a perovskite CaTiO3（CTO） protective layer on Zn（CTO@Zn） as a promising approach for improving the performance of *** CTO artificial layer provides an efficient pathway for Zn ion diffusion towards the Zn metal because of the high dielectric constant （εr=180） and ferroelectric characteristics that enable the alignment of dipole moments and redistribute the Zn2+ions in the CTO *** avoiding the direct contact of the Zn anode with the electrolyte solution,the uneven dendrite growth,corrosion,parasitic side reactions,and HER are mitigated,while CTO retains its mechanical and chemical robustness during ***,CTO@Zn demonstrates an improved lifespan in a symmetric cell configuration compared with bare ***@Zn shows steady overpotential （～68 m V） for 1500 h at 1 mA cm-2/0.5 mA h cm-2,excelling bare ***,when paired with the V2O5-C cathode,the CTO@Zn//V2O5-C full battery delivers 148.4 mA h g-1（based on the mass of the cathode） after 300 *** study provides new insights into Zn metal anodes and the development of high-performance AZIBs.

关键词： Artificial layer Dielectric constant Zn metal anode Zinc aqueous battery

Ultra‑Transparent and Multifunctional IZVO Mesh Electrodes for Next‑Generation Flexible Optoelectronics

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Nano-Micro Letters 2025年第1期17卷 293-309页

作者： Kiran A.Nirmal Tukaram D.Dongale Atul C.Khot Chenjie Yao Nahyun kim tae Geun kim School of Electrical Engineering Korea UniversityAnam‑ro 145Seongbuk‑guSeoulRepublic of Korea Computational Electronics and Nanoscience Research Laboratory School of Nanoscience and BiotechnologyShivaji UniversityKolhapur 416004India

Mechanically durable transparent electrodes are essential for achieving long-term stability in flexible optoelectronic ***,they are crucial for applications in the fields of energy,display,healthcare,and soft *** meshes represent a promising alternative to traditional,brittle,metal oxide conductors due to their high electrical conductivity,optical transparency,and enhanced mechanical *** this paper,we present a simple method for fabricating an ultra-transparent conducting metal oxide mesh electrode using selfcracking-assisted *** this method,we produced an electrode with ultra-transparency(97.39%),high conductance(Rs=21.24Ωsq^(−1)),elevated work function(5.16 eV),and good mechanical *** also evaluated the effectiveness of the fabricated electrodes by integrating them into organic photovoltaics,organic light-emitting diodes,and flexible transparent memristor devices for neuromorphic computing,resulting in exceptional device *** addition,the unique porous structure of the vanadium-doped indium zinc oxide mesh electrodes provided excellent flexibility,rendering them a promising option for application in flexible optoelectronics.

关键词： Self-cracking template Vanadium-doped indium zinc oxide mesh Organic solar cells Organic light-emitting diodes Flexible transparent memory

Canonical Foliations of Certain Classes of Almost Contact Metric Structures

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Acta Mathematica Sinica,English Series 2005年第4期21卷 841-846页

作者： tae Wan kim Hong kyung PAK Department of Mathematics Education Silla UniversityPusan617-736.Korea Department of Computer and Information Security Daegu Haany University

The purpose of this paper is to study the canonical foliations of an almost cosymplectic or almost Kenmotsu manifold M in a unified way. We prove that the canonical foliation F defined by the contact distribution is Riemannian and tangentially almost Kahler of codimension 1 and that F is tangentially Kahler if the manifold M is normal. Furthermore, we show that a semi-invariant submanifold N of such a manifold M admits a canonical foliation FN which is defined by the antiinvariant distribution and a canonical cohomology class c（N） generated by a transversal volume form for FN. In addition, we investigate the conditions when the even-dimensional cohomology classes of N are non-trivial. Finally, we compute the Godbillon Vey class for FN.

关键词： Almost α-cosymplectic manifold Almost cosymplectic manifold Almost Kenmotsu manifold Semi-invariant submanifold