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Exploring Attentive Siamese LSTM for Low-Resource Text Plagiarism Detection

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Data Intelligence 2024年第2期6卷 488-503页

作者： wei Bao jian Dong yang Xu Yuanyuan yang Xiaoke qi china Electronics Standardization Institute Beijing 100007China beihang university Beijing 100191China Bohai university Jinzhou 121013China School of Information Management for Law China University of Political Science and LawBeijing 102249China

Low-resource text plagiarism detection faces a significant challenge due to the limited availability of labeled data for *** task requires the development of sophisticated algorithms capable of identifying similarities and differences in texts,particularly in the realm of semantic rewriting and translation-based plagiarism *** this paper,we present an enhanced attentive Siamese Long Short-Term Memory(LSTM)network designed for Tibetan-Chinese plagiarism *** approach begins with the introduction of translation-based data augmentation,aimed at expanding the bilingual training ***,we propose a pre-detection method leveraging abstract document vectors to enhance detection ***,we introduce an improved attentive Siamese LSTM network tailored for Tibetan-Chinese plagiarism *** conduct comprehensive experiments to showcase the effectiveness of our proposed plagiarism detection framework.

关键词： Text plagiarism detection Low resource Siamese Long Short-Term Memory Tibetan-Chinese

Superior Latent Heat Eutectic Salt Na_(2)CO_(3)-Li_(2)CO_(3)-LiF for Thermal Energy Storage:Preparation and Performance Investigation

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Journal of Thermal Science 2024年第2期33卷 501-508页

作者： LI weiwei MIAO qi ZHANG Yelong DING hongliang yang Sa LAI Yuan FENG Daili DING Yulong JIN Yi TAN Linghua School of Chemistry and Chemical Engineering Nanjing University of Science&TechnologyNanjing210094China National Special Superfine Powder Engineering Research Center Nanjing University of Science and TechnologyNanjing210094China Nanjing Jinhe Energy Material Co. LtdNanjing210047China School of Chemical Engineering University of BirminghamBirminghamB152TTUK School of Energy&Environmental Engineering University of Science and Technology BeijingBeijing100083China

In this paper,a novel ternary eutectic salt Na_(2)CO_(3)-Li_(2)CO_(3)-LiF was designed and investigated for concentrated solar power(CSP).The FactSage software was used to predict the composition and eutectic point of Na_(2)CO_(3)-Li_(2)CO_(3)-*** microstructure,thermophysical properties,and thermal stability of eutectic salts were experimentally measured using various analytical *** a mass ratio of 57%:32%:11%,the eutectic salt exhibited excellent thermal storage properties with a fusion enthalpy of 413 J/g and a melting point of 426.8℃.The excellent thermal stability of the eutectic salt was reflected by a weight loss of only 0.8% at 600℃.

关键词： phase change materials ternary eutectic salt latent heat thermal stability

Efficacy and safety of a neurointerventional operation robotic assistance system in cerebral angiography

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Stroke & Vascular Neurology 2024年第3期9卷 243-251,I0210-I0240页

作者： He Liu Conghui Li Shaohua Ren Tong Li hongliang Zhong jianwen Jia Hongchao yang Yi qi Junqiang Feng Youxiang Li yang Wang Department of Neurosurgery Beijing Chao-Yang HospitalCapital Medical UniversityBeijingChina Department of Neurosurgery Hebei Medical University First Affiliated HospitalShijiazhuangHebeiChina Department of Neurosurgery Shanxi Provincial People’s HospitalShanxiTaiyuanChina Department of Neurosurgery Beijing Tiantan HospitalCapital Medical UniversityBeijingChina

Background At present,neurointerventional surgery requires angiographers to perform operations in the digital subtraction angiography(DSA)*** radiation and chronic joint damage are still unavoidable for ***,we researched and developed a neurointerventional robot-assisted system,which is operated by angiographers in an operating room outside the DSA *** have conducted a prospective,multicentre,randomised controlled trial to evaluate the safety and efficacy of a robot-assisted system in human cerebral *** the future,this research will provide a platform for the research and development of an intelligent surgical system and bring revolutionary progress in neurointerventional *** From December 2020 to December 2021,260 patients were enrolled from three medical centres,who were randomly and equally divided into a robot-assisted system group and a clinical routine cerebral angiography *** success rate of angiography,the rate of the catheter reaching the target vessel,the operation time,X-ray radiation exposure and the incidence of related adverse events were compared between the two *** A total of 257 patients completed this trial;baseline characteristics of the two groups did not differ *** success rate of angiography in both the control group and the experimental group was 100%.The rate of the catheter reaching the target vessel was 99.23%and 100.00%in the control and experimental groups,*** the control versus experimental groups,the angiographic operation time was 48.59±25.60min versus 47.94±27.49min,respectively;the X-ray radiation dose was 735.01±554.77mGy versus 821.65±705.45mGy,respectively;and the incidence of adverse events was 23.44%versus 22.48%,*** statistical differences were present between the two *** The robot-assisted surgical system is more convenient for cerebral angiography and is as safe and effective as the traditional cerebr

关键词： cerebral operation routine

Frontiers and future perspectives of neuroimmunology

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Fundamental Research 2024年第2期4卷 206-217页

作者： Hai qi Shumin Duan Yanying Xu hongliang Zhang School of Medicine Tsinghua UniversityBeijing 100084China Faculty of Medicine and Pharmaceutical Sciences Zhejiang UniversityHangzhou 310014China Department of Life Sciences National Natural Science Foundation of ChinaBeijing 100085China

Neuroimmunology is an interdisciplinary branch of biomedical science that emerges from the intersection of studies on the nervous system and the immune *** complex interplay between the two systems has long been *** efforts directed at the underlying functional interface and associated pathophysiology,however,have garnered attention only in recent *** this narrative review,we highlight significant advances in research on neuroimmune interplay and modulation.A particular focus is on early-and middle-career neuroimmunologists in china and their achievements in frontier areas of"neuroimmune interface","neuro-endocrine-immune network and modulation","neuroimmune interactions in diseases","meningeal lymphatic and glymphatic systems in health and disease",and"tools and methodologies in neuroimmunology research".Key scientific questions and future directions for potential breakthroughs in neuroimmunology research are proposed.

关键词： Neuroimmunology Neuroimmune interplay Neuro-endocrine-immune network Basic research Key scientific questions

Immunology reshapes neuroscience,and neuroscience reshapes immunology

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Fundamental Research 2024年第2期4卷 199-200页

作者： Bo Peng Yanxia Rao Yun Wang Shumin Duan Hai qi Jing yang hongliang Zhang Department of Neurosurgery Huashan HospitalInstitute for Translational Brain ResearchState Key Laboratory of Medical NeurobiologyMOE Frontiers Center for Brain ScienceMOE Innovative Center for New Drug Development of Immune Inflammatory DiseasesFudan UniversityShanghai 200040China Department of Laboratory Animal Science MOE Frontiers Center for Brain ScienceFudan UniversityShanghai 200032China Neuroscience Research Institute and Department of Neurobiology School of Basic Medical SciencesKey Laboratory for NeuroscienceMinistry of Education/National Health Commission and State Key Laboratory of Natural and Biomimetic DrugsPeking UniversityBeijing 100083China PKU-IDG/McGovern Institute for Brain Research Peking UniversityBeijing 100871China Faculty of Medicine and Pharmaceutical Sciences Zhejiang UniversityHangzhou 310014China School of Medicine Tsinghua UniversityBeijing 100084China IDG/McGovern Institute for Brain Research Center for Life SciencesSchool of Life SciencesPeking UniversityBeijing 100871China Chinese Institute for Brain Research Beijing 102206China Department of Life Sciences National Natural Science Foundation of ChinaBeijing 100085China

As a result of evolution,our body has evolved into a sophisticated system in which various tissues and organs cooperate in a highly orchestrated *** tissues or organs operate in *** brain serves as the command center of our body and is relatively isolated from the peripheral system due to the presence of the blood-brain barrier(BBB).This barrier prevents direct and extensive interaction between blood cells,plasma molecules,and brain cells,contributing to the longstanding perception of the brain as an“immune-privileged”***,neuroscientists and immunologists historically conducted separate research with minimal overlap between these two ***,this perspective has undergone reconsideration over the past few decades.

关键词： organs overlap contributing

Dynamic analysis of tethered defunct satellites with solar panels

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Astrodynamics 2024年第2期8卷 297-309页

作者： Rui qi yang Zhang Heng jiang Rui Zhong School of Aerospace Engineering Beijing Institute of TechnologyBeijing 100081China School of Aerospace Astronautics Beihang UniversityBeijing 100191China

A precise dynamic model for towing and removing a defunct satellite with solar panels in orbit using a tethered net often has low computational efficiency owing to the complex contact and collision between the net and panels,which is not conducive to *** solve this problem,a“single main tether–multiple subtether”bifurcation structure with beads was employed as the tethered net *** study investigated the dynamics of tethered defunct satellites with solar panels,particularly the behavior of the attitude of the tethered satellite,oscillation of the main tether,and vibration of solar panels under different *** results showed that different attachment configurations of the subtethers and the flexibility of the main tether have an evident impact on the dynamic characteristics of the system.

关键词： space debris flexible solar panels tethered towing Kane’s method dynamics modeling

Radical innovation breakthroughs of biodegradation of plastics by insects:history,present and future perspectives

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Frontiers of Environmental Science & Engineering 2024年第6期18卷 127-165页

作者： Shan-Shan yang wei-Min Wu Federica Bertocchini Mark Eric Benbow Suja P.Devipriya Hyung Joon Cha Bo-Yu Peng Meng-qi Ding Lei He Mei-Xi Li Chen-Hao Cui Shao-Nan Shi Han-Jun Sun Ji-wei Pang Defu He Yalei Zhang Jun yang Deyi Hou De-Feng Xing Nan-qi Ren Jie Ding Craig S.Criddle State Key Laboratory of Urban Water Resource and Environment School of EnvironmentHarbin Institute of TechnologyHarbin 150090China Department of Civil and Environmental Engineering William&Cloy Codiga Resource Recovery CenterStanford UniversityStanfordCA 94305USA Plasticentropy rue Thiers 28Reims 51100France Department of Entomology and Department of Osteopathic Medical Specialties Michigan State UniversityEast LansingMI 48824USA School of Environmental Studies Cochin University of Science and TechnologyKochi 682022India Department of Chemical Engineering Pohang University of Science and TechnologyPohang 37673Republic of Korea School of Environmental Science and Engineering Tongji UniversityShanghai 200092China china Energy Conservation and Environmental Protection Group CECEP Talroad Technology Co.Ltd.Beijing 100096China School of Ecological and Environmental Sciences East China Normal UniversityShanghai 200241China Research Institute for Frontier Science Beihang UniversityBeijing 100191China School of Environment Tsinghua UniversityBeijing 100084China

Insects damaging and penetrating plastic packaged materials has been reported since the *** innovation breakthroughs of plastic biodegradation have been initiated since the discovery of biodegradation of plastics by Tenebrio molitor larvae in 2015 followed by Galleria mellonella in *** we review updated studies on the insect-mediated biodegradation of *** biodegradation by insect larvae,mainly by some species of darkling beetles(Tenebrionidae)and pyralid moths(Pyralidae)is currently a highly active and potentially transformative area of *** the past eight years,publications have increased explosively,including discoveries of the ability of different insect species to biodegrade plastics,biodegradation performance,and the contribution of host and microbiomes,impacts of polymer types and their physic-chemical properties,and responsible enzymes secreted by the host and gut *** date,almost all major plastics including polyethylene(PE),polypropylene(PP),polyvinyl chloride(PVC),polyethylene terephthalate(PET),polyurethane(PUR),and polystyrene(PS)can be biodegraded by *** and ten other insect species representing the Tenebrionidae and Pyralidae *** biodegradation processes are symbiotic reactions or performed by synergistic efforts of both host and gut-microbes to rapidly depolymerize and biodegrade plastics with hourly *** digestive ezymens and bioreagents screted by the insects play an essential role in plasatic biodegradation in certain species of Tenebrionidae and Pyralidae *** research on the insect itself,gut microbiomes,transcriptomes,proteomes and metabolomes has evaluated the mechanisms of plastic biodegradation in *** conclude this review by discussing future research perspectives on insect-mediated biodegradation of plastics.

关键词： Plastics Biodegradation Insects Gut microbiomes Enzymes

Exciton-harvesting enabled efficient charged particle detection in zero-dimensional halides

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Light(Science & Applications) 2024年第9期13卷 1944-1955页

作者： qian Wang Chenger Wang hongliang Shi Jie Chen Junye yang Alena Beitlerova Romana Kucerkova Zhengyang Zhou Yunyun Li Martin Nikl Xilei Sun Xiaoping Ouyang Yuntao Wu Shanghai Institute of Ceramics Chinese Academy of SciencesShanghai 201899China Institute of High Energy Physics Chinese Academy of SciencesBeijing 100049China National Engineering Research Center for Rare Earth Grirem Advanced Materials Co.Ltd.and General Research Institute for Nonferrous MetalsBeijing 100088China Department of Physics Beihang UniversityBeijing 100191China Spallation Neutron Source Science Center Dongguan 523803China Department of Optical Materials Institute of Physics of the Czech Academy of SciencesPrague 16200Czech Republic Northwest Institute of Nuclear Technology Xi’an 710024China

Materials for radiation detection are critically important and urgently demanded in diverse fields,starting from fundamental scientific research to medical diagnostics,homeland security,and environmental *** halides(LDHs)exhibiting efficient self-trapped exciton(STE)emission with high photoluminescence quantum yield(PLQY)have recently shown a great potential as ***,an overlooked issue of excitonexciton interaction in LDHs under ionizing radiation hinders the broadening of its radiation detection ***,we demonstrate an exceptional enhancement of exciton-harvesting efficiency in zero-dimensional(0D)Cs3Cu2I5:Tl halide single crystals by forming strongly localized Tl-bound *** of the suppression of nonradiative exciton-exciton interaction,an excellentα/βpulse-shape-discrimination(PSD)figure-of-merit(FoM)factor of 2.64,a superior rejection ratio of 10−9,and a high scintillation yield of 26000 photons MeV−1 under 5.49 MeVα-ray are achieved in Cs3Cu2I5:Tl single crystals,outperforming the commercial ZnS:Ag/PVT composites for charged particle detection ***,a radiation detector prototype based on Cs3Cu2I5:Tl single crystal demonstrates the capability of identifying radioactive 220Rn gas for environmental radiation monitoring *** believe that the exciton-harvesting strategy proposed here can greatly boost the applications of LDHs materials.

关键词： composites particle dimensional

2:17-type SmCo permanent magnets with controllable remanence temperature coefficients via substitution of heavy rare earth elements

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Rare Metals 2024年第8期43卷 3990-3996页

作者： Jia-Yi Huang Shu-Lan Zuo qi Zhang Hong-yang Dai Lei yang Jing-Hua Liu Cheng-Bao jiang Key Laboratory of Aerospace Materials and Performance(Ministry of Education) School of Materials Science and EngineeringBeihang UniversityBeijing 100191China

Permanent magnets that can maintain a constant magnetic flux over a wide temperature range are highly desirable in certain applications such as precision instruments.2:17-type SmCo permanent magnets are promising for such instruments owing to their excellent high-temperature magnetic properties that can be further manipulated byadding heavy rare earth elements (HREs).

关键词： magnets permanent earth