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A Recursive DRL-Based Resource Allocation Method for Multibeam Satellite Communication Systems

Chinese Journal of Electronics 2024年第5期33卷 1286-1295页

作者： Haowei MENG ning xin Hao QIN Di ZHAO State Key Laboratory of Integrated Services Networks Xidian University China Academy of Space Technology Institute of Telecommunication Satellite

Optimization-based radio resource management(RRM) has shown significant performance gains on high-throughput satellites(HTSs). However, as the number of allocable on-board resources increases, traditional RRM is difficult to apply in real satellite systems due to its intense computational complexity. Deep reinforcement learning(DRL) is a promising solution for the resource allocation problem due to its model-free advantages. Nevertheless, the action space faced by DRL increases exponentially with the increase of communication scale, which leads to an excessive exploration cost of the algorithm. In this paper, we propose a recursive frequency resource allocation algorithm based on long-short term memory(LSTM) and proximal policy optimization(PPO), called PPO-RA-LOOP,where RA means resource allocation and LOOP means the algorithm outputs actions in a recursive manner. Specifically, the PPO algorithm uses LSTM network to recursively generate sub-actions about frequency resource allocation for each beam, which significantly cuts down the action space. In addition, the LSTM-based recursive architecture allows PPO to better allocate the next frequency resource by using the generated sub-actions information as a prior knowledge, which reduces the complexity of the neural network. The simulation results show that PPO-RA-LOOP achieved higher spectral efficiency and system satisfaction compared with other frequency allocation algorithms.

关键词： High-throughput satellites Proximal policy optimization Deep reinforcement learning Long-short term memory High-throughput satellites Proximal policy optimization Deep reinforcement learning Long-short term memory OPTIMIZATION POWER

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Learning to represent 2D human face with mathematical model

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CAAI Transactions on Intelligence Technology 2024年第1期9卷 54-68页

作者： Liping Zhang Weijun Li Linjun Sun Lina Yu xin ning Xiaoli Dong AnnLab Institute of SemiconductorsChinese Academy of SciencesBeijingChina Center of Materials Science and Optoelectronics Engineering School of Integrated CircuitsUniversity of Chinese Academy of SciencesBeijingChina Beijing Key Laboratory of Semiconductor Neural Network Intelligent Sensing and Computing Technology BeijingChina

How to represent a human face pattern?While it is presented in a continuous way in human visual system,computers often store and process it in a discrete manner with 2D arrays of *** authors attempt to learn a continuous surface representation for face image with explicit ***,an explicit model(EmFace)for human face representation is pro-posed in the form of a finite sum of mathematical terms,where each term is an analytic function ***,to estimate the unknown parameters of EmFace,a novel neural network,EmNet,is designed with an encoder-decoder structure and trained from massive face images,where the encoder is defined by a deep convolutional neural network and the decoder is an explicit mathematical expression of *** authors demonstrate that our EmFace represents face image more accurate than the comparison method,with an average mean square error of 0.000888,0.000936,0.000953 on LFW,IARPA Janus Benchmark-B,and IJB-C *** results show that,EmFace has a higher representation performance on faces with various expressions,postures,and other ***,EmFace achieves reasonable performance on several face image processing tasks,including face image restoration,denoising,and transformation.

关键词： artificial neural networks face analysis image processing mathematics computing

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Novel high-voltage cathode for aqueous zinc ion batteries:Porous K_(0.5)VOPO_(4)·1.5H_(2)O with reversible solid-solution intercalation and conversion storage mechanism

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Journal of Energy Chemistry 2024年第6期93卷 71-78,I0003页

作者： Liyu Wang Mingliang Zhao Xiaoyu Zhang Menghua Wu Yu Zong Yu Chen xinliang Huang Mingjie xing xin ning Wen Wen Daming Zhu Xiaochuan Ren Industrial Research Institute of Nonwovens&Technical Textiles College of Textiles&ClothingShandong Engineering Research Center for Specialty Nonwoven MaterialsQingdao UniversityQingdao 266071ShandongChina Shanghai Synchrotron Radiation Facility Shanghai Advanced Research InstituteChinese Academy of SciencesShanghai 201204China

Cathode materials that possess high output voltage,as well as those that can be mass-produced using facile techniques,are crucial for the advancement of aqueous zinc-ion battery(ZIBs)applications,Herein,we present for the first time a new porous K_(0.5)VOPO_(4)·1.5H_(2)O polyanionic cathode(P-KIVP)with high output voltage(above 1.2 V)that can be manufactured at room temperature using straightforward coprecipitation and etching *** P-KVP cathode experiences anisotropic crystal plane expansion via a sequential solid-solution intercalation and phase co nversion pathway throughout the Zn^(2+)storage process,as confirmed by in-situ synchrotron X-ray diffraction and ex-situ X-ray photoelectron *** to other layered vanadium-based polyanionic materials,the P-KVP cathode experiences a progressive decline in voltage during the cycle,which is demonstrated to be caused by the irreversible conversion into amorphous VO_(x).By introducing a new electrolyte containing Zn(OTF)_(2) to a mixed triethyl phosphate and water solution,it is possible to impede this irreversible conversion and obtain a high output voltage and longer cycle life by forming a P-rich cathode electrolyte interface *** a proof-of-concept,the flexible fiber-shaped ZIBs based on modified electrolyte woven into a fabric watch band can power an electronic watch,highlighting the application potential of P-KVP cathode.

关键词： Aqueous zinc ion battery Cathode Porous material High voltage platform In-situ synchrotron X-ray diffraction

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Small nucleolar RNA and its potential role in the oncogenesis and development of colorectal cancer

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World Journal of Gastroenterology 2024年第2期30卷 115-127页

作者： Yang-Zheng Lan Zheng Wu Wen-Jia Chen Ze-Xuan Fang xin-ning Yu Hua-Tao Wu Jing Liu The Breast Center Cancer Hospital of Shantou University Medical CollegeShantou 515041Guangdong ProvinceChina Department of General Surgery The First Affiliated Hospital of Shantou University Medical CollegeShantou 515041Guangdong ProvinceChina

Small nucleolar RNAs(snoRNAs)represent a class of non-coding RNAs that play pivotal roles in post-transcriptional RNA processing and modification,thereby contributing significantly to the maintenance of cellular functions related to protein *** have been discovered to possess the ability to influence cell fate and alter disease progression,holding immense potential in controlling human *** is suggested that the dysregulation of snoRNAs in cancer exhibits differential expression across various cancer types,stages,metastasis,treatment response and/or prognosis in *** the other hand,colorectal cancer(CRC),a prevalent malignancy of the digestive system,is characterized by high incidence and mortality rates,ranking as the third most common cancer *** research indicates that snoRNA dysregulation is associated with CRC,as snoRNA expression significantly differs between normal and cancerous ***,assessing snoRNA expression level and function holds promise for the prognosis and diagnosis of ***,current comprehension of the potential roles of snoRNAs in CRC remains *** review offers a comprehensive survey of the aberrant regulation of snoRNAs in CRC,providing valuable insights into the discovery of novel biomarkers,therapeutic targets,and potential tools for the diagnosis and treatment of CRC and furnishing critical cues for advancing research into CRC and the judicious selection of therapeutic targets.

关键词： Small nucleolar RNAs Colorectal cancer Dysregulation Biomarker

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Genetic evaluations of island populations of Rhesus Macaque (Macaca mulatta) in China: Implications for conservation management

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Zoological Research(Diversity and Conservation) 2024年第1期1卷 75-78页

作者： ning-xin Gu Yang Liu School of Life Sciences Sun Yat-sen UniversityGuangzhouGuangdong 510275China Shenzhen Research Institute Sun Yat-sen UniversityShenzhenGuangdong 518057China School of Ecology Shenzhen CampusSun Yat-sen UniversityShenzhenGuangdong 518107China

DEAR EDITOR,The macaques belongs to the genus Macaca,consisting of at least 23 species(Roos et al.,2019).Among all congeners,rhesus macaque(***)is regarded as the widest distributed non-human primate species in the *** native range spans in East Asia,northern part of Southeast Asia and Indian subcontinent(Liu et al.,2018).Listed as“Least Concern”on the IUCN Red List,this species is locally threatened due to habitat loss and degradation in China and Thailand(Lu et al.,2018).Nevertheless,pet release resulting in hybridization with other congeners(e.g.,rhesus macaque×crab-eating macaque(***))was documented in Hong Kong SAR,China(Wong&Ni,2000),threatening genetic integrity of wild populations.

关键词： Macaca habitat island

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Robotic-assisted low anterior resection for rectal cancer shows similar clinical efficacy to laparoscopic surgery: A propensity score matched study

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World Journal of Gastrointestinal Surgery 2024年第6期16卷 1558-1570页

作者： Shen-Xiang Long xin-ning Wang Shu-Bo Tian Yu-Fang Bi Shen-Shuo Gao Yu Wang Xiao-Bo Guo Department of Gastrointestinal Surgery Shandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan 250021Shandong ProvinceChina Department of Endocrinology Shandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinan 250021Shandong ProvinceChina Department of Nursing The People’s Hospital of Zhangqiu AreaJinan 250200Shandong ProvinceChina Medical Center for Gastrointestinal Surgery Weifang People’s HospitalWeifang 261000Shandong ProvinceChina

BACKGROUND Rectal cancer ranks as the second leading cause of cancer-related mortality worldwide,necessitating surgical resection as the sole treatment *** the years,there has been a growing adoption of minimally invasive surgical techni-ques such as robotic and laparoscopic *** surgery represents an innovative modality that effectively addresses the limitations associated with traditional laparoscopic *** previous studies have reported favo-rable perioperative outcomes for robot-assisted radical resection in rectal cancer patients,further evidence regarding its oncological safety is still *** To conduct a comparative analysis of perioperative and oncological outcomes between robot-assisted and laparoscopic-assisted low anterior resection(LALAR)*** The clinical data of 125 patients who underwent robot-assisted low anterior resection(RALAR)and 279 patients who underwent LALAR resection at Shandong Provincial Hospital Affiliated to Shandong First Medical University from December 2019 to November 2022 were retrospectively *** performing a 1:1 propensity score matching,the patients were divided into two groups:The RALAR group and the LALAR group(111 cases in each group).Subsequently,a comparison was made between the short-term outcomes within 30 d after surgery and the 3-year survival outcomes of these two *** Compared to the LALAR group,the RALAR group exhibited a significantly earlier time to first flatus[2(2-2)d vs 3(3-3)d,P=0.000],as well as a shorter time to first fluid diet[4(3-4)d vs 5(4-6)d,P=0.001].Additionally,the RALAR group demonstrated reduced postoperative indwelling catheter time[2(1-3)d vs 4(3-5)d,P=0.000]and decreased length of hospital stay after surgery[5(5-7)d vs 7(6-8)d,P=0.009].Moreover,there was an observed increase in total cost of hospitalization for the RALAR group compared to the LALAR group[10777(10780-11850)dollars vs 10550(8766-11715)dollars,P=0.012].No signi

关键词： Rectal cancer Robotic surgical procedures Laparoscopy Low anterior resection Clinical efficacy

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生物质基碳气凝胶及其在储能器件中应用研究进展

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纺织学报 2024年第6期45卷 210-218页

作者：高志浩宁新明津法青岛大学纺织服装学院山东青岛266071 青岛大学非织造材料与产业用纺织品创新研究院山东青岛266071 特型非织造材料山东省工程研究中心山东青岛266071

为提高生物质基碳气凝胶的电化学性能,促进其在储能领域的产业化应用,对储能器件领域用生物质基碳气凝胶材料进行了系统评述。首先介绍了目前制备生物质基碳气凝胶的主要方法,即凝胶炭化法、水热炭化法和直接炭化法,并对比分析了3种方... 详细信息

为提高生物质基碳气凝胶的电化学性能,促进其在储能领域的产业化应用,对储能器件领域用生物质基碳气凝胶材料进行了系统评述。首先介绍了目前制备生物质基碳气凝胶的主要方法,即凝胶炭化法、水热炭化法和直接炭化法,并对比分析了3种方法的优缺点。分别总结了3类生物质基碳气凝胶在超级电容器和锂离子电池等储能器件中的最新研究进展,包括未经改性的纯生物质基碳气凝胶以及通过金属掺杂和杂原子掺杂改性的复合生物质基碳气凝胶,并重点阐述了其材料设计和微观结构与电化学性能之间的关系。最后在对研究现状进行深入分析的基础上,展望了生物质基碳气凝胶未来的研究方向和发展前景,指出提高原料利用率、改善整体环保性以及调控结构性能将会成为今后的热点方向,而生物质基碳气凝胶也势必将作为一种新型的绿色电化学能源材料而得到蓬勃发展。

关键词：生物质基碳气凝胶储能器件材料设计微观结构电化学性能

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CEO研究经历缘何能驱动企业战略变革?

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经济管理 2024年第1期46卷 132-150页

作者：韵江宁鑫东北财经大学工商管理学院/企业战略与社会创新研究中心辽宁大连116025 东北财经大学旅游与酒店管理学院辽宁大连116025

在高质量发展战略驱动下,以创新突破成长困境已成为企业转型升级的战略使命与发展路径。带有“科学基因”的CEO对战略变革的影响日益凸显,但鲜有研究关注其背后的理论逻辑。本文整合高阶梯队理论和烙印理论,考察CEO研究经历对战略变革... 详细信息

在高质量发展战略驱动下,以创新突破成长困境已成为企业转型升级的战略使命与发展路径。带有“科学基因”的CEO对战略变革的影响日益凸显,但鲜有研究关注其背后的理论逻辑。本文整合高阶梯队理论和烙印理论,考察CEO研究经历对战略变革的影响及其内在动因。研究发现,CEO研究经历显著促进企业战略变革;较高的环境复杂性会强化CEO研究经历对战略变革的促进作用,而较低的环境动态性会削弱CEO研究经历对战略变革的促进作用,表现出“烙印效应”。拓展检验发现,在低政策不确定性、高制度效率、非国有企业以及高新技术企业中,CEO研究经历对战略变革的影响更为明显;当CEO年龄较大或任期较长时,CEO研究经历的烙印效应将会消褪。机制检验表明,CEO研究经历对战略变革的作用是通过强化动态能力中的吸收能力、创新能力来实现的。本研究为高质量发展情境下企业高管如何提升创新精神、突破技术封锁并实现战略变革提供新见解。

关键词： CEO研究经历战略变革环境不确定性动态能力烙印理论

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Tongxinluo Activates PI3K/AKT Signaling Pathway to Inhibit Endothelial Mesenchymal Transition and Attenuate Myocardial Fibrosis after Ischemia-Reperfusion in Mice

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Chinese Journal of Integrative Medicine 2024年第7期30卷 608-615页

作者： WEI Ya-ru HOU Yun-long YIN Yu-jie LI Zhen LIU Yi HAN ning-xin WANG Zi-xuan LIU Lu WANG Xiao-qi HAO Yuan-jie MA Kun GU Jiao-jiao JIA Zhen-hua Graduate School Hebei University of Chinese MedicineShijiazhuang050090China Shijiazhuang Yiling Pharmaceutical New Drug Evaluation Center Shijiazhuang050035China Hebei Institute of Integrated Traditional and Western Medicine Shijiazhuang050035China National Key Laboratory for Innovation and Transformation of Luobing Theory Shijiazhuang050035China Department of Cardiology Hebei Yiling HospitalShijiazhuang050091China Graduate School Hebei Medical UniversityShijiazhuang050017China

Objective To investigate the potential role of Tongxinluo(TXL)in attenuating myocardial fibrosis after myocardial ischemia-reperfusion injury(MIRI)in *** A MIRI mouse model was established by left anterior descending coronary artery ligation for 45 *** to a random number table,66 mice were randomly divided into 6 groups(n=11 per group):the sham group,the model group,the LY-294002 group,the TXL group,the TXL+LY-294002 group and the benazepril(BNPL)*** day after modeling,TXL and BNPL were administered by *** injection of LY-294002 was performed twice a week for 4 consecutive *** was used to measure cardiac function in *** staining was used to evaluate the degree of myocardial fibrosis in *** and quantitative analysis of endothelial mesenchymal transition(EndMT)after MIRI was performed by immunohistochemistry,immunofluorescence staining and flow cytometry,*** protein expressions of platelet endothelial cell adhesion molecule-1(CD31),α-smoth muscle actin(α-SMA),phosphatidylinositol-3-kinase(PI3K)and phospho protein kinase B(p-AKT)were assessed using Western *** TXL improved cardiac function in MIRI mice,reduced the degree of myocardial fibrosis,increased the expression of CD31 and inhibited the expression ofα-SMA,thus inhibited the occurrence of EndMT(P0.05).In addition,the use of the PI3K/AKT pathway-specific inhibitor LY-294002 to block this pathway and combination with TXL intervention,eliminated the protective effect of TXL,further supporting the protective effect of *** TXL activated the PI3K/AKT signaling pathway to inhibit EndMT and attenuated myocardial fibrosis after MIRI in mice.

关键词： myocardial fibrosis endothelial mesenchymal transition myocardial ischemia-reperfusion injury phosphatidylinositol-3-kinase/protein kinase B(PI3K/AKT)pathway

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Acute primary angle closure during the Omicron outbreak

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International Journal of Ophthalmology(English edition) 2024年第7期17卷 1337-1343页

作者： Dong Fang Wang-Ting Li Jia Liang Lu Chen ning-xin Dou Hui-Yan Zheng Can-Feng Huang Ting Xie Yi-Jing Zhuang Peng-Feng Li xing-xing Mao Shao-Chong Zhang Shenzhen Eye Hospital Jinan UniversityShenzhen Key Laboratory of OphthalmologyShenzhen 518040Guangdong ProvinceChina

AIM:To investigate Omicron’s impact on clinical presentation of acute primary angle closure(APAC)in ***:A consecutive case series with historical controls was conducted at Shenzhen Eye Hospital,the largest specialized hospital in Shenzhen,*** records from a two-month period during the Omicron pandemic(December 1,2022,to January 31,2023)were compared with records from two control groups(12/2018–1/2019 and 12/2021–1/2022)before *** with APAC were included,and the prevalence of APAC and demographic characteristics in Omicron-infected and noninfected patients were ***:Seventy-one(23.43%)out of 303 patients were diagnosed with APAC in the pandemic cohort,which was 2.98 and 2.61 times higher than that in control cohorts(7.87%in 2019,8.96%in 2022,P<0.001).The pandemic cohort has significantly higher Omicron-infected rate(78.87%vs 0 vs 0;P<0.001),lower proportion of glaucoma history(16.90%vs 42.86%vs 41.67%,P=0.005),higher surgical rate(95.77%vs 83.33%vs 78.57%,P=0.024),higher total medical costs and larger pupil diameter(5.63±0.15 vs 4.68±0.15 vs 4.69±0.22 mm,P<0.01).In 83%Omicron-infected patients,ocular symptoms appeared within 3d after systemic symptoms *** multivariate analysis,Omicron infection(P<0.001)was the only independent predictor of pupil ***:In the Omicron epidemic in China,there is an increase of prevalence and severity of APAC,particularly focusing on the first 3d following infection.

关键词： Omicron acute primary angle closure ocular symptoms

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