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Span 80-P507体系萃取稀土防止乳化试验研究
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作者 张秋露 刘杰 +4 位作者 王志荣 薛志潇 李倩婷 高丽 张家起 《湿法冶金》 北大核心 2025年第3期388-397,共10页
溶剂萃取法是稀土分离提纯的主要方法之一,但在工业生产过程中常因工艺条件控制不当而发生乳化现象。为了解决这一难题,研究了以表面活性剂Span 80为调控剂、P507为萃取剂、煤油为稀释剂萃取稀土,考察了水相pH、搅拌速度和水油相比对Er^... 溶剂萃取法是稀土分离提纯的主要方法之一,但在工业生产过程中常因工艺条件控制不当而发生乳化现象。为了解决这一难题,研究了以表面活性剂Span 80为调控剂、P507为萃取剂、煤油为稀释剂萃取稀土,考察了水相pH、搅拌速度和水油相比对Er^(3+)萃取率和萃余液中油质量浓度的影响,并采用响应面法对工艺参数进行了优化。优化结果表明;在水相pH=3.5、搅拌速度130 r/min、水油相比4∶1优化条件下萃取5 min,Er^(3+)萃取率可达95.42%,萃余液中油质量浓度仅为1.68 mg/L,预测值与试验结果吻合度较高;加入Span 80能有效防止乳化现象发生,调控作用明显。 展开更多
关键词 P507 span 80 稀土 溶剂萃取 乳化 响应面法
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Failure process and monitoring data of an extra-large landslide at the Nanfen Open-pit Iron Mine
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作者 WANG Jingxiang YANG Xiaojie +2 位作者 TAO Zhigang HE Manchao SHEN Fuxin 《Journal of Mountain Science》 SCIE CSCD 2024年第9期2918-2938,共21页
An extra-large landslide occurred on June 19,2021,on the footwall slope of the Nanfen Open-pit Iron Mine in Liaoning Province,China,with a volume of approximately 1.2×107 m3.To elucidate the causative factors,dev... An extra-large landslide occurred on June 19,2021,on the footwall slope of the Nanfen Open-pit Iron Mine in Liaoning Province,China,with a volume of approximately 1.2×107 m3.To elucidate the causative factors,development process,and destructive mechanisms of this catastrophic landslide,comprehensive field tests,investigations,and laboratory experiments were conducted.Initially,the heavily weathered rock mass of the slope was intersected by faults and joint fissures,facilitating rainwater infiltration.Moreover,the landslide contained a substantial clay mineral with highly developed micro-cracks and micro-pores,exhibiting strong water-absorption properties.As moisture content increased,the rock mass underwent softening,resulting in reduced strength.Ultimately,continuous heavy rainfall infiltration amplified the slope's weight,diminishing the weak structural plane's strength,leading to fracture propagation,slip plane penetration,and extensive tensile-shear and uplift failure of the slope.The study highlights poor geological conditions as the decisive factor for this landslide,with continuous heavy rainfall as the triggering factor.Presently,adverse environmental factors persistently affect the landslide,and deformation and failure continue to escalate.Hence,it is imperative to urgently implement integrated measures encompassing slope reinforcement,monitoring,and early-warning to real-time monitor the landslide's deformation and deep mechanical evolution trends. 展开更多
关键词 Landslide development process extra-large landslide Heavy rainfall Failure characteristics Instability mechanism Landslide monitoring and early-warning
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Span乳化稠油油水界面性能
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作者 唐珑 潘延东 +2 位作者 黄蒙 高荆维 张志秋 《化工科技》 2025年第5期21-26,50,共7页
针对油田注水开发中油井出水引发的低效循环问题,系统探究了原油组成性质对Span乳化稠油油水界面及其乳状液稳定性的影响。选取辽河油田2种稠油(1^(#)和2^(#))为研究对象,通过柱层析分离获得族组分,结合紫外光谱、红外光谱及气质联用技... 针对油田注水开发中油井出水引发的低效循环问题,系统探究了原油组成性质对Span乳化稠油油水界面及其乳状液稳定性的影响。选取辽河油田2种稠油(1^(#)和2^(#))为研究对象,通过柱层析分离获得族组分,结合紫外光谱、红外光谱及气质联用技术表征原油组成特征。实验采用单滴法评价界面膜强度,并借助偏光显微镜观察乳状液微观状态。结果表明,2^(#)原油沥青质+胶质含量显著高于1^(#)原油,其芳香烃组分中低环芳烃占比更高,利于沥青质分散及界面膜强化。系列Span乳化剂中Span80由于结构中的长碳链和双键结构使其在2^(#)原油体系中形成的界面膜强度最优(t1/2=333s)。微观分析表明,Span80/2^(#)体系形成的油包水(W/O)乳状液平均粒径较Span20体系明显减小,乳状液稳定性提高,Span乳化剂的结构对油水界面强度产生明显影响。 展开更多
关键词 乳化稠油 界面膜强度 span乳化剂
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基于span机制与动态解码策略的中文敏感信息识别方法
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作者 钱明熙 梁颖红 《金陵科技学院学报》 2025年第1期15-21,共7页
数字技术的快速发展导致中文敏感信息泄露风险加剧,而传统基于匹配规则和机器学习的方法在复杂实体边界和中文上下文处理时存在不足。针对中文敏感信息的命名实体识别问题提出了一种基于span机制和动态解码策略的改进模型,在BERT+BiLSTM... 数字技术的快速发展导致中文敏感信息泄露风险加剧,而传统基于匹配规则和机器学习的方法在复杂实体边界和中文上下文处理时存在不足。针对中文敏感信息的命名实体识别问题提出了一种基于span机制和动态解码策略的改进模型,在BERT+BiLSTM+CRF模型的基础上,加入span机制以更好地捕捉实体边界的位置信息。实验结果表明,相较于未加入span的基线模型,新模型的准确性和F1值显著提升,F1得分为96.7%,在处理长距离依赖关系和复杂实体时表现更加出色。 展开更多
关键词 中文敏感信息 命名实体识别 span机制 动态解码策略 上下文分析
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SPAN动态保证金模型下电力期货套期效果研究
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作者 苑秀娥 郝宇翔 《财会通讯》 北大核心 2025年第5期97-102,共6页
随着我国电力市场化不断推进,电力现货市场逐步放开,各区域电力现货市场加速转入正式运行。电力现货价格波动剧烈,需要开设电力期货商品发挥套期保值作用。电力期货是控制电力现货价格风险的重要金融衍生工具,期货保证金制度是期货商品... 随着我国电力市场化不断推进,电力现货市场逐步放开,各区域电力现货市场加速转入正式运行。电力现货价格波动剧烈,需要开设电力期货商品发挥套期保值作用。电力期货是控制电力现货价格风险的重要金融衍生工具,期货保证金制度是期货商品的核心制度,SPAN动态保证金系统下计算的动态保证金具备更强的风险控制能力。本文结合我国电力市场的特点,设计了电力期货动态保证金计算模型,运用套期会计分析了动态保证金模型下电力期货套期保值的效果,并为我国电力期货市场的建设提出建议。 展开更多
关键词 span动态保证金系统 电力期货 套期会计
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Life Span of Solutions for a Class of Semilinear Parabolic Equations with Large Initial Values
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作者 XUE Yingzhen LI Yulin 《Wuhan University Journal of Natural Sciences》 2025年第2期111-117,共7页
In this paper,a class of semilinear parabolic equations with cross coupling of power and exponential functions and large initial values are studied.By constructing and solving ordinary differential equations,the upper... In this paper,a class of semilinear parabolic equations with cross coupling of power and exponential functions and large initial values are studied.By constructing and solving ordinary differential equations,the upper and lower bounds on the solution life span of the equations areobtained. 展开更多
关键词 semilinear parabolic equations life span comparative principle blow up
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Incommensurate modulated structure and its influence on the martensitic transformation temperature span of single phase multielement Ni-Cu-Co-Mn-Ga two-way shape memory single crystals
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作者 Qijia Yu Yang Liu +5 位作者 Chen Si Wenjia Wang Jiaxi Meng Jingmin Wang Jinghua Liu Chengbao Jiang 《Journal of Materials Science & Technology》 2025年第5期230-240,共11页
Significant two-way shape memory effect(TWSME)was achieved in single crystals of single-phase multielement Ni42-x Cu8 Cox Mn37 Ga13(8≤x≤12)alloys by performing thermomechanical training.However,anomalous dependence ... Significant two-way shape memory effect(TWSME)was achieved in single crystals of single-phase multielement Ni42-x Cu8 Cox Mn37 Ga13(8≤x≤12)alloys by performing thermomechanical training.However,anomalous dependence of the martensitic transformation temperature span on Co content was observed.Before training,quite a narrow temperature span of the martensitic transformation,nearly independent of the Co content,was observed in all single crystals.After training the temperature span was still narrow for 8≤x≤10.9 but was obviously expanded for 10.9<x≤12.High-resolution transmission electron microscopy revealed that at the atomic scale,there exists incommensurate modulated structure in the single phase single crystals,as evidenced by nonperiodic satellite spots in the selected area electronic diffraction patterns.Moreover,the modulated wave vector of the satellite spots was increased by higher Co contents.Combining first principal calculations it was considered that the incommensurate modulated structure originates from the formation of Co-Co pairs.After training arrays of ordered dislocations with the same Burgers vector were introduced for 8≤x≤10.9 but the network of dislocations was formed for 10.9<x≤12.Based on analysis of transmission electron microscopy,geometric phase,thermodynamics,and Landau theory,it was considered that the austenite/martensite phase interface was pinned by the network of dislocations,expanding the temperature span of the martensitic transformation.This work supplies new insights for understanding the microstructure and martensitic transformation of Ni-Mn-Ga-based alloys. 展开更多
关键词 Martensitic transformation Incommensurate modulated structure Temperature span DISLOCATION Two-way shape memory effect
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Span-80合成工艺的优化及溶液乳化性质研究
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作者 卢悦 刘岩 王洪国 《当代化工研究》 2025年第15期157-159,共3页
以山梨醇和油酸为原料,自制命名为BNA的催化剂对Span-80乳化剂合成工艺进行改进,实现了醚化酯化反应连续进行,通过系统优化反应参数(酸醇比、温度、时间、催化剂用量),成功制备了性能优异的Span-80产品。FT-IR结构表征证实产物具有标准S... 以山梨醇和油酸为原料,自制命名为BNA的催化剂对Span-80乳化剂合成工艺进行改进,实现了醚化酯化反应连续进行,通过系统优化反应参数(酸醇比、温度、时间、催化剂用量),成功制备了性能优异的Span-80产品。FT-IR结构表征证实产物具有标准Span-80分子结构。性能测试表明,该工艺制备的Span-80具有更低的临界胶束浓度和表面张力。 展开更多
关键词 span-80 合成工艺 表面张力 乳化性能 溶液分析
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Actionable Genotypes and Their Association with Life Span in Iceland
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作者 Brynjar O Jensson 《四川生理科学杂志》 2025年第11期2486-2486,共1页
Background:In 2021,the American College of Medical Genetics and Genomics(ACMG)recommended reporting actionable genotypes in 73 genes associated with diseases for which preventive or therapeutic measures are available.... Background:In 2021,the American College of Medical Genetics and Genomics(ACMG)recommended reporting actionable genotypes in 73 genes associated with diseases for which preventive or therapeutic measures are available.Evaluations of the association of actionable genotypes in these genes with life span are currently lacking.Methods:We assessed the prevalence of coding and splice variants in genes on the ACMG Secondary Findings,version 3.0(ACMG SF v3.0),list in the genomes of 57,933 Icelanders.We assigned pathogenicity to all reviewed variants using reported evidence in the ClinVar database,the frequency of variants,and their associations with disease to create a manually curated set of actionable genotypes(variants).We assessed the relationship between these genotypes and life span and further examined the specific causes of death among carriers. 展开更多
关键词 Icelandic population genetic variants PATHOGENICITY life span coding splice variants actionable genotypes preventive therapeutic measures ACMG secondary findings
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基于RoBERTa-Span-Attack的标签指针网络军事命名实体识别 被引量:3
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作者 罗兵 张显峰 +1 位作者 段立 陈琳 《海军工程大学学报》 CAS 北大核心 2024年第1期76-82,93,共8页
军事领域文本中存在大量军事实体信息,准确识别这些信息是军事文本信息提取和构建军事知识图谱的基础性任务。首先,提出了一种基于RoBERTa预训练模型、跨度和对抗训练的标签指针网络的融合深度模型(RoBERTa-Span-Attack),用于中文军事... 军事领域文本中存在大量军事实体信息,准确识别这些信息是军事文本信息提取和构建军事知识图谱的基础性任务。首先,提出了一种基于RoBERTa预训练模型、跨度和对抗训练的标签指针网络的融合深度模型(RoBERTa-Span-Attack),用于中文军事命名实体识别;然后,采用了一种基于Span的标签指针网络,同时完成实体的起止位置和类别的识别任务;最后,在模型训练过程中加入对抗训练策略,通过添加一些扰动来生成对抗样本进行训练。在军事领域数据集上的实验结果表明:所提出的军事领域命名实体识别模型相较于BERT-CRF、BERT-Softmax和BERT-Span,在识别准确度上具有更优的效果。 展开更多
关键词 军事命名实体识别 预训练模型 跨度 标签指针网络 对抗训练
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QTL Mapping for Grain Size Traits Based on Extra-Large Grain Rice Line TD70 被引量:4
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作者 ZHANG Ya-dong ZHANG Ying-hui +8 位作者 DONG Shao-ling CHEN Tao ZHAO Qing-yong ZHU Zhen ZHOU Li-hui YAO Shu ZHAO Ling YU Xing WANG Cai-lin 《Rice science》 SCIE 2013年第6期400-406,共7页
Grain size traits, including grain length, grain width and grain thickness, are controlled by quantitative trait loci (QTLs). Many QTLs relating to rice grain size traits had been reported, but their control mechani... Grain size traits, including grain length, grain width and grain thickness, are controlled by quantitative trait loci (QTLs). Many QTLs relating to rice grain size traits had been reported, but their control mechanisms have not yet been elucidated. A recombinant inbred line (RIL) population of 240 lines, deriving from a cross between TD70, an extra-large grain size japonica line with 80 g of 1000-grain weight, and Kasalath, a small grain size indica variety, were constructed and used to map grain size QTLs to a linkage map by using 141 SSR markers in 2010 and 2011. Five QTLs for grain length, six for grain width and seven for grain thickness were detected distributing over chromosomes 2, 3, 5, 7, 9 and 12. Seven QTLs, namely qGL3.1, qGW2, qGW2.2, qGW5.1, qGW5.2, qGT2.3 and qGT3.1, were detected in either of the two years and explained for 56.19%, 4.42%, 29.41%, 10.37%, 7.61%, 21.19% and 17.06% of the observed phenotypic variances on average, respectively. The marker interval RM1347-RM5699 on chromosome 2 was found common for grain length, grain width and grain thickness; qGL3.1 and qGT3.1 were mapped to the same interval RM6080-RM6832 on chromosome 3. All 18 QTL alleles were derived from the large grain parent TD70. Most of the QTLs mapped in the present study were found the same as the genes previously cloned (GW2, GS3 or qGL3, GW5 and GS5), and several were the same as the QTLs (GS7 and qGL-7) previously mapped. Three QTLs, qGL2.2 on chromosome 2, qGW9 and qGT9 on chromosome 9, were first detected. These results laid a foundation for further fine mapping or cloning of these QTLs. 展开更多
关键词 RICE extra-large grain recombinant inbred line grain trait quantitative trait locus
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Construction and stability of an extra-large section chamber in solid backfill mining 被引量:12
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作者 Ju Feng Li Meng +2 位作者 Zhang Jixiong Miao Xiexing Liu Zhan 《International Journal of Mining Science and Technology》 SCIE EI 2014年第6期763-768,共6页
In solid backfill mining without gangue removal, the gangue is separated directly underground and backfilled into goaf. This necessitates the underground construction of an extra-large section chamber for separation e... In solid backfill mining without gangue removal, the gangue is separated directly underground and backfilled into goaf. This necessitates the underground construction of an extra-large section chamber for separation equipments. For the construction of an extra-large section chamber in the Tangshan mine, we proposed an active support through a combination of bolting, anchor cables, lining, and a reinforced chamber floor by inverted arch pouring. ABAQUS software was used to analyze the surrounding rock deformation and the plastic zone development of the chamber under different excavation schemes.The best excavation scheme was determined, and the effectiveness of the combined supports was verified. In practice, the engineering installation showed good overall control of the movement of the surrounding rock, with roof-to-floor and side-to-side convergences of 154.6 and 77.5 mm, respectively,which meets the requirements for underground coal gangue separation. 展开更多
关键词 Solid backfill coal mining extra-large section chamber Effective support Numerical simulation
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Extra-large Undersea Shield Tunnel in Composite Ground:Maliuzhou Traffic Tunnel in Zhuhai 被引量:1
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作者 ZHU Yanfei LI Lei WU Huiming 《隧道建设(中英文)》 北大核心 2018年第3期494-500,共7页
1Project objective Extra-large shield tunnels have become the best choice for urban transportation tunnels due to the advantage of taking the best use of underground space.Hengqin Island in Zhuhai is a demonstration a... 1Project objective Extra-large shield tunnels have become the best choice for urban transportation tunnels due to the advantage of taking the best use of underground space.Hengqin Island in Zhuhai is a demonstration area to explore a new cooperation mode among Guangzhou,Hong Kong and Macao,which is also an important pivot of the 21st Century Maritime Silk Road.Thus,it takes an important role in serving Hong Kong and Macao and driving the economic development of the Pearl River Delta.However,as typhoons are frequent in Zhuhai,Hengqin Island will be isolated to the mainland when bridges are obstructed in typhoon seasons.Therefore,the bridges cannot satisfy the traffic demand to the island.The inconvenient transportation has a neglect influence on production and live of people on the island,which also affects the long term development of Hengqin Island.Apart from the two existed bridges,Maliuzhou Traffic Tunnel in Zhuhai is the third major link of Hengqin Island to the mainland,which will put an end to the"losing connectionM problem due to obstructing the bridges in typhoon seasons.This linkage is able to promote Zhuhai tourism exploitation and the long term development of the city,and also increase the security of peopled lives.Meanwhile,the construction of the Maliuzhou Traffic Tunnel has conquered the challenges in designing and building of the extra-large shield tunnel in composite ground and undersea circumstances.The designing methods and constructing approaches used in this project will provide theoretical supports and technical guarantees to similar projects. 展开更多
关键词 extra-large SHIELD Hong Kong MACAO
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基于对span的预判断和多轮分类的实体关系抽取 被引量:1
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作者 佟缘 姚念民 《计算机工程与科学》 CSCD 北大核心 2024年第5期916-928,共13页
针对自然语言处理领域中的实体识别和关系抽取任务,提出一种对词元序列(Token Sequence,又称span)进行预测的模型Smrc。模型整体上利用BERT预训练模型作为编码器,另外包含实体预判断(Pej)、实体多轮分类(Emr)和关系多轮分类(Rmr)3个模块... 针对自然语言处理领域中的实体识别和关系抽取任务,提出一种对词元序列(Token Sequence,又称span)进行预测的模型Smrc。模型整体上利用BERT预训练模型作为编码器,另外包含实体预判断(Pej)、实体多轮分类(Emr)和关系多轮分类(Rmr)3个模块。Smrc模型通过Pej模块的初步判断及Emr模块的多轮实体分类来进行实体识别,再利用Rmr模块的多轮关系分类来判断实体对间的关系,进而完成关系抽取任务。在CoNLL04、SciERC和ADE 3个实验数据集上,Smrc模型的实体识别F1值分别达到89.67%,70.62%和89.56%,关系抽取F1值分别达到73.11%,51.03%和79.89%,相较之前在3个数据集上的最佳模型Spert,Smrc模型凭借实体预判断和实体及关系多轮分类,在2个子任务上其F1值分别提高了0.73%,0.29%,0.61%及1.64%,0.19%,1.05%,表明了该模型的有效性及其优势。 展开更多
关键词 span的预判断 实体关系抽取 BERT预训练模型 多轮实体分类 多轮关系分类
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Multi-Panel Extra-Large Scale MIMO Based Joint Activity Detection and Channel Estimation for Near-Field Massive IoT Access 被引量:1
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作者 Zhen Gao Hanlin Xiu +4 位作者 Yikun Mei Anwen Liao Malong Ke Chun Hu Mohamed-Slim Alouini 《China Communications》 SCIE CSCD 2023年第5期232-243,共12页
The extra-large scale multiple-input multiple-output(XL-MIMO)for the beyond fifth/sixth generation mobile communications is a promising technology to provide Tbps data transmission and stable access service.However,th... The extra-large scale multiple-input multiple-output(XL-MIMO)for the beyond fifth/sixth generation mobile communications is a promising technology to provide Tbps data transmission and stable access service.However,the extremely large antenna array aperture arouses the channel near-field effect,resulting in the deteriorated data rate and other challenges in the practice communication systems.Meanwhile,multi-panel MIMO technology has attracted extensive attention due to its flexible configuration,low hardware cost,and wider coverage.By combining the XL-MIMO and multi-panel array structure,we construct multi-panel XL-MIMO and apply it to massive Internet of Things(IoT)access.First,we model the multi-panel XL-MIMO-based near-field channels for massive IoT access scenarios,where the electromagnetic waves corresponding to different panels have different angles of arrival/departure(AoAs/AoDs).Then,by exploiting the sparsity of the near-field massive IoT access channels,we formulate a compressed sensing based joint active user detection(AUD)and channel estimation(CE)problem which is solved by AMP-EM-MMV algorithm.The simulation results exhibit the superiority of the AMP-EM-MMV based joint AUD and CE scheme over the baseline algorithms. 展开更多
关键词 extra-large scale MIMO massive IoT access active user detection channel estimation multipanel approximate message passing
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MmWave extra-large-scale MIMO based active user detection and channel estimation for high-speed railway communications 被引量:1
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作者 Anwen Liao Ruiqi Wang +5 位作者 Yikun Mei Ziwei Wan Shicong Liu Zhen Gao Hua Wang Hao Yin 《High-Speed Railway》 2023年第1期31-36,共6页
The current High-Speed Railway(HSR)communications increasingly fail to satisfy the massive access services of numerous user equipment brought by the increasing number of people traveling by HSRs.To this end,this paper... The current High-Speed Railway(HSR)communications increasingly fail to satisfy the massive access services of numerous user equipment brought by the increasing number of people traveling by HSRs.To this end,this paper investigates millimeter-Wave(mmWave)extra-large scale(XL)-MIMO-based massive Internet-of-Things(loT)access in near-field HSR communications,and proposes a block simultaneous orthogonal matching pursuit(B-SOMP)-based Active User Detection(AUD)and Channel Estimation(CE)scheme by exploiting the spatial block sparsity of the XLMIMO-based massive access channels.Specifically,we first model the uplink mmWave XL-MIMO channels,which exhibit the near-field propagation characteristics of electromagnetic signals and the spatial non-stationarity of mmWave XL-MIMO arrays.By exploiting the spatial block sparsity and common frequency-domain sparsity pattern of massive access channels,the joint AUD and CE problem can be then formulated as a Multiple Measurement Vectors Compressive Sensing(MIMV-CS)problem.Based on the designed sensing matrix,a B-SOMP algorithm is proposed to achieve joint AUD and CE.Finally,simulation results show that the proposed solution can obtain a better AUD and CE performance than the conventional CS-based scheme for massive IoT access in near-field HSR communications. 展开更多
关键词 High-speed railway communications Massive access Activeuser detection Channel estimation Millimeter-wave extra-large scale MIMO Near-field spatial non-stationarity
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基于Span-ASTE的可解释性政府多对象态度识别模型研究 被引量:1
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作者 曾江峰 程征 +1 位作者 黄泳潼 段尧清 《情报理论与实践》 CSSCI 北大核心 2024年第5期175-182,共8页
[目的/意义]在政府态度识别研究中,针对没有考虑到新闻文本中可能存在多个评价对象、政府态度识别结果可解释性不强等问题,基于Span-ASTE构建政府态度识别模型,提升态度识别效果。[方法/过程]首先,采用BERT提取词级别特征,基于跨度转化... [目的/意义]在政府态度识别研究中,针对没有考虑到新闻文本中可能存在多个评价对象、政府态度识别结果可解释性不强等问题,基于Span-ASTE构建政府态度识别模型,提升态度识别效果。[方法/过程]首先,采用BERT提取词级别特征,基于跨度转化为跨度特征表示;然后,联合方面术语和观点术语提取任务提取评价对象和态度描述语,利用双通道跨度剪枝策略筛选得到对象和态度描述语候选池;最后,结合候选池中的对象和态度描述语计算得到态度极性结果。[结果/结论]以美国国务院新闻文本为实验数据进行实验验证。实验结果表明:Span-ASTE在进行政府态度识别时具有一定优越性。相比于效果较好的对比模型,其精确率、召回率和F1值分别提升了约15.68%、19.37%和17.48%;在进行多对象态度识别时同样具有良好的性能表现;态度描述语可为态度极性的判断提供解释依据。[局限]政府态度识别效果还有待进一步提升,且数据规模较为有限,未来可尝试对数据集进行扩充。 展开更多
关键词 span-ASTE 政府态度 态度识别 多对象 可解释性
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EMSS:一种基于Span匹配的中文实体抽取方法
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作者 游新冬 刘陌村 +1 位作者 韩君妹 吕学强 《小型微型计算机系统》 CSCD 北大核心 2024年第9期2087-2093,共7页
基于Span(跨度)的实体抽取模型目前在英文数据集上取得了优异的效果,且已被证明跨度实体抽取比传统的序列标注实体抽取的效果更好.本文提出了一种基于跨度与拼接的中文命名实体抽取模型(EMSS),EMSS使用端到端的span抽取模型,文本经过BER... 基于Span(跨度)的实体抽取模型目前在英文数据集上取得了优异的效果,且已被证明跨度实体抽取比传统的序列标注实体抽取的效果更好.本文提出了一种基于跨度与拼接的中文命名实体抽取模型(EMSS),EMSS使用端到端的span抽取模型,文本经过BERT预训练模型进行字向量的编码,随后进入span抽取层枚举出所有可能的跨度,并加入跨度边界与跨度长度两种特征向量用于对跨度向量进行计算,最后进入跨度预测层进行实体标签的预测.同时提出了一种基于BIO格式的新标签标注方法,该标注方法不受模型与数据集领域限制,可以在不影响下游任务的情况下提高模型识别准确率.在Weibo、Resume、MSRA、OntoNotes4.0数据集上与当前主流的中文实体抽取模型进行对比实验.实验结果表明,提出的EMSS优于现有主流模型,均取得了7%左右的F1值提升.并将该方法应用到煤矿机电设备领域,解决煤矿机电设备领域的实体识别问题,在自制数据集上的实验证明本文的标注方法,不仅在中文实体上有效,而且对汉字、英文、数字结合的混合类型实体也有明显的效果. 展开更多
关键词 实体抽取 跨度 神经网络
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On Spanning Wide Diameter of Graphs
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作者 WANG Yameng YIMINGJIANG Shabier 《新疆大学学报(自然科学版中英文)》 CAS 2024年第5期571-578,590,共9页
A t-container Ct(u,v)is a set of t internally disjoint paths between two distinct vertices u and v in a graph G,i.e.,Ct(u,v)={P_(1),P_(2),···,Pt}.Moreover,if V(P_(1))∪V(P_(2))∪···∪V(Pt... A t-container Ct(u,v)is a set of t internally disjoint paths between two distinct vertices u and v in a graph G,i.e.,Ct(u,v)={P_(1),P_(2),···,Pt}.Moreover,if V(P_(1))∪V(P_(2))∪···∪V(Pt)=V(G)then Ct(u,v)is called a spanning t-container,denoted by C_(t)^(sc)(u,v).The length of C_(t)^(sc)(u,v)={P_(1),P_(2),···,Pt}is l(C_(t)^(sc)(u,v))=max{l(P_(i))|1≤i≤t}.A graph G is spanning t-connected if there exists a spanning t-container between any two distinct vertices u and v in G.Assume that u and v are two distinct vertices in a spanning t-connected graph G.Let D_(t)^(sc)(u,v)be the collection of all C_(t)^(sc)(u,v)’s.Define the spanning t-wide distance between u and v in G,d_(t)^(sc)(u,v)=min{l(C_(t)^(sc)(u,v))|C_(t)^(sc)(u,v)∈D_(t)^(sc)(u,v)},and the spanning t-wide diameter of G,D_(t)^(sc)(G)=max{d_(t)^(sc)(u,v)|u,v∈V(G)}.In particular,the spanning wide diameter of G is D_(κ)^(sc)(G),whereκis the connectivity of G.In the paper we provide the upper and lower bounds of the spanning wide diameter of a graph,and show that the bounds are best possible.We also determine the exact values of wide diameters of some well known graphs including Harary graphs and generalized Petersen graphs et al.. 展开更多
关键词 CONNECTIVITY spanning connectivity spanning laceability wide diameter spanning wide diameter
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Application of excavation compensation method for enhancing stability and efficiency in shallow large-span rock tunnels
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作者 BIAN Wen-hui YANG Jun +2 位作者 ZHU Chun WANG Ke-xue XU Dong-ming 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第9期3242-3263,共22页
Engineering shallow,large-span rock tunnels challenges deformation control and escalates construction costs.This study investigates the excavation compensation method(ECM)and its associated technologies to address the... Engineering shallow,large-span rock tunnels challenges deformation control and escalates construction costs.This study investigates the excavation compensation method(ECM)and its associated technologies to address these issues.Utilizing five key technologies,the ECM effectively modulates radial stress post-excavation,redistributes stress in the surrounding rock,and eliminates tensile stress at the excavation face.Pre-tensioning measures further enhance the rock’s residual strength,establishing a new stability equilibrium.Field tests corroborate the method’s effectiveness,demonstrating a crown settlement reduction of 3–8 mm,a nearly 50%decrease compared to conventional construction approaches.Additionally,material consumption and construction duration were reduced by approximately 30%–35%and 1.75 months per 100 m,respectively.Thus,the ECM represents a significant innovation in enhancing the stability and construction efficiency of large-span rock tunnels,marking a novel contribution to the engineering field. 展开更多
关键词 excavation compensation method rocky tunnels shallow spanning tunnels tunnel support field test
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