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Establishment of a field visualization detection method for multiplex recombinase polymerase amplification combined with CRISPR/Cas12a in genetically modified crops 被引量:1
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作者 YAN Jingying NI Liang +2 位作者 SHEN Xingyu LÜ Bingtao LI Yu 《浙江大学学报(农业与生命科学版)》 北大核心 2025年第3期391-401,共11页
With the approval of more and more genetically modified(GM)crops in our country,GM safety management has become more important.Transgenic detection is a major approach for transgenic safety management.Nevertheless,a c... With the approval of more and more genetically modified(GM)crops in our country,GM safety management has become more important.Transgenic detection is a major approach for transgenic safety management.Nevertheless,a convenient and visual technique with low equipment requirements and high sensitivity for the field detection of GM plants is still lacking.On the basis of the existing recombinase polymerase amplification(RPA)technique,we developed a multiplex RPA(multi-RPA)method that can simultaneously detect three transgenic elements,including the cauliflower mosaic virus 35S gene(CaMV35S)promoter,neomycin phosphotransferaseⅡgene(NptⅡ)and hygromycin B phosphotransferase gene(Hyg),thus improving the detection rate.Moreover,we coupled this multi-RPA technique with the CRISPR/Cas12a reporter system,which enabled the detection results to be clearly observed by naked eyes under ultraviolet(UV)light(254 nm;which could be achieved by a portable UV flashlight),therefore establishing a multi-RPA visual detection technique.Compared with the traditional test strip detection method,this multi-RPA-CRISPR/Cas12a technique has the higher specificity,higher sensitivity,wider application range and lower cost.Compared with other polymerase chain reaction(PCR)techniques,it also has the advantages of low equipment requirements and visualization,making it a potentially feasible method for the field detection of GM plants. 展开更多
关键词 genetically modified crop recombinase polymerase amplification CRISPR/Cas12a field detection
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基于BiLSTM-CRF和Neo4j的脾胃病知识图谱构建
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作者 谭平 刘惠娜 韦昌法 《科学技术与工程》 北大核心 2025年第22期9436-9444,共9页
为了推动中医药文本数据的分析和挖掘,实现知识的智能化提取和处理。通过采用BIO(begin,inside,outside)序列标记法、BiLSTM-CRF模型和人工定义规则的方法完成知识抽取任务。利用Python3.6中Py2neo库与Neo4j数据库等技术,构建了基于Neo4... 为了推动中医药文本数据的分析和挖掘,实现知识的智能化提取和处理。通过采用BIO(begin,inside,outside)序列标记法、BiLSTM-CRF模型和人工定义规则的方法完成知识抽取任务。利用Python3.6中Py2neo库与Neo4j数据库等技术,构建了基于Neo4j的脾胃病知识图谱,并使用Flask框架开发了中医药脾胃病命名实体识别系统。结果表明:模型(BiLSTM-CRF)在测试集上取得了高性能和良好的泛化能力,其准确率、精确率、查全率和F_(1)分数分别为96.19%、86.64%、88.82%和87.71%。构建出的知识图谱包含了方剂或中成药、中药、临床表现等8种节点标签以及10种关系类型,可支持中医药治疗脾胃病西医诊断、中医证候、中医治则等节点及各节点之间关系的查询与发现。可见BiLSTM-CRF模型在中医药脾胃病命名实体识别方面展现出了良好的通用性,它在处理复杂文本结构和领域术语上表现出了出色的能力,为中医药脾胃病知识提取和知识图谱构建研究提供了有力支持。 展开更多
关键词 中医药 脾胃病 BIO序列标记法 人工定义规则 bilstm-crf模型 知识图谱
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Flow field distribution and overpressure characteristics inside the crew compartment of a truck-mounted howitzer under the effect of muzzle blast 被引量:1
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作者 Shengcheng Wei Linfang Qian +2 位作者 Yadong Xu Qiang Yin Xinyu Xiong 《Defence Technology(防务技术)》 2025年第2期190-205,共16页
The muzzle blast overpressure induces disturbances in the flow field inside the crew compartment(FFICC)of a truck-mounted howitzer during the artillery firing.This overpressure is the primary factor preventing personn... The muzzle blast overpressure induces disturbances in the flow field inside the crew compartment(FFICC)of a truck-mounted howitzer during the artillery firing.This overpressure is the primary factor preventing personnel from firing artillery within the cab.To investigate the overpressure characteristics of the FFICC,a foreign trade equipment model was used as the research object,and a numerical model was established to analyze the propagation of muzzle blast from the muzzle to the interior of the crew compartment under extreme firing condition.For comparative verification,the muzzle blast experiment included overpressure data from both the flow field outside the crew compartment(FFOCC)and the FFICC,as well as the acceleration data of the crew compartment structure(Str-CC).The research findings demonstrate that the overpressure-time curves of the FFICC exhibit multi-peak characteristics,while the pressure wave shows no significant discontinuity.The enclosed nature of the cab hinders the dissipation of pressure wave energy within the FFICC,leading to sustained high-amplitude overpressure.The frameskin structure helps attenuate the impact of muzzle blast on the FFICC.Conversely,local high overpressure caused by the convex or concave features of the cab's exterior significantly amplifies the overpressure amplitude within the FFICC. 展开更多
关键词 Truck-mounted howitzer Muzzle blast Flow field inside the crew compartment(FFICC) Overpressure characteristics Flow-structure interaction
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Bottom Pressure Field Induced by Submerged Vehicle in Regular Waves
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作者 YI Wen−bin ZHANG Zhi−hong +4 位作者 DENG Hui MENG Qing−chang XIA Wei−xue WANG Chong LI Pei−hao 《船舶力学》 北大核心 2025年第6期863-877,共15页
The finite volume method was applied to numerically simulate the bottom pressure field induced by regular waves,vehicles in calm water and vehicles in regular waves.The solution of Navier-Stokes(N-S)equations in the v... The finite volume method was applied to numerically simulate the bottom pressure field induced by regular waves,vehicles in calm water and vehicles in regular waves.The solution of Navier-Stokes(N-S)equations in the vicinity of numerical wave tank's boundary was forced towards the wave theoretical solution by incorporating momentum source terms,thereby reducing adverse effects such as wave reflection.Simulations utilizing laminar flow,turbulent flow,and ideal fluid models were all found capable of effectively capturing the waveform and bottom pressure of regular waves,agreeing well with experimental data.In predicting the bottom pressure field of the submerged vehicle,turbulent simulations considering fluid viscosity and boundary layer development provided more accurate predictions for the stern region than inviscid simulations.Due to sphere's diffractive effect,the sphere's bottom pressure field in waves is not a linear superposition of the wave's and the sphere's bottom pressure field.However,a slender submerged vehicle exhibits a weaker diffractive effect on waves,thus the submerged vehicle's bottom pressure field in waves can be approximated as a linear superposition of the wave's and the submerged vehicle's bottom pressure field,which simplifies computation and analysis. 展开更多
关键词 regular wave submerged vehicle bottom pressure field numerical simulation
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Infrared-NeRF:a low resolution thermal infrared light field 3D reconstruction method based on NeRF
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作者 HUANG Yi-Fan WANG Rui +2 位作者 DENG Li-Ming LI Jia-Jia LI Xi-Cai 《红外与毫米波学报》 北大核心 2025年第4期605-616,共12页
This article proposes a three-dimensional light field reconstruction method based on neural radiation field(NeRF)called Infrared NeRF for low resolution thermal infrared scenes.Based on the characteristics of the low ... This article proposes a three-dimensional light field reconstruction method based on neural radiation field(NeRF)called Infrared NeRF for low resolution thermal infrared scenes.Based on the characteristics of the low resolution thermal infrared imaging,various optimizations have been carried out to improve the speed and accuracy of thermal infrared 3D reconstruction.Firstly,inspired by Boltzmann's law of thermal radiation,distance is incorporated into the NeRF model for the first time,resulting in a nonlinear propagation of a single ray and a more accurate description of the physical property that infrared radiation intensity decreases with increasing distance.Secondly,in terms of improving inference speed,based on the phenomenon of high and low frequency distribution of foreground and background in infrared images,a multi ray non-uniform light synthesis strategy is proposed to make the model pay more attention to foreground objects in the scene,reduce the distribution of light in the background,and significantly reduce training time without reducing accuracy.In addition,compared to visible light scenes,infrared images only have a single channel,so fewer network parameters are required.Experiments using the same training data and data filtering method showed that,compared to the original NeRF,the improved network achieved an average improvement of 13.8%and 4.62%in PSNR and SSIM,respectively,while an average decreases of 46%in LPIPS.And thanks to the optimization of network layers and data filtering methods,training only takes about 25%of the original method's time to achieve convergence.Finally,for scenes with weak backgrounds,this article improves the inference speed of the model by 4-6 times compared to the original NeRF by limiting the query interval of the model. 展开更多
关键词 neural radiation field 3D reconstruction thermal infrared NeRF foreground segmentation low resolution
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Local Electric Fields Coupled with Cl^(−)Fixation Strategy for Improving Seawater Oxygen Reduction Reaction Performance
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作者 Yu-Rong Liu Miao Zhang +8 位作者 Yan-Hui Yu Ya-Lin Liu Jing Li Xiao-Dong Shi Zhen-Ye Kang Dao-Xiong Wu Peng Rao Ying Liang Xin-Long Tian 《电化学(中英文)》 北大核心 2025年第9期46-55,共10页
Development of robust electrocatalyst for oxygen reduction reaction(ORR)in a seawater electrolyte is the key to realize seawater electrolyte-based zinc-air batteries(SZABs).Herein,constructing a local electric field c... Development of robust electrocatalyst for oxygen reduction reaction(ORR)in a seawater electrolyte is the key to realize seawater electrolyte-based zinc-air batteries(SZABs).Herein,constructing a local electric field coupled with chloride ions(Cl-)fixation strategy in dual single-atom catalysts(DSACs)was proposed,and the resultant catalyst delivered considerable ORR performance in a seawater electrolyte,with a high half-wave potential(E_(1/2))of 0.868 V and a good maximum power density(Pmax)of 182 mW·cm^(−2)in the assembled SZABs,much higher than those of the Pt/C catalyst(E_(1/2):0.846 V;Pmax:150 mW·cm^(−2)).The in-situ characterization and theoretical calculations revealed that the Fe sites have a higher Cl^(−)adsorption affinity than the Co sites,and preferentially adsorbs Cl^(−)in a seawater electrolyte during the ORR process,and thus constructs a low-concentration Cl^(−)local microenvironment through the common-ion exclusion effect,which prevents Cl^(−)adsorption and corrosion in the Co active centers,achieving impressive catalytic stability.In addition,the directional charge movement between Fe and Co atomic pairs establishes a local electric field,optimizing the adsorption energy of Co sites for oxygen-containing intermediates,and further improving the ORR activity. 展开更多
关键词 Seawater zinc-air battery Oxygen reduction reaction Local electric field Chloride ion fixation strategy Sin-gle-atom catalyst
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A rapid soil DNA extraction method applied to field detection
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作者 YAN Jingying NI Liang +1 位作者 LI Kunfeng SHEN Xingyu 《浙江大学学报(农业与生命科学版)》 北大核心 2025年第4期586-595,共10页
Soil DNA extraction,such as microbial community analysis and gene drift detection,is an important basis for multiple analyses in different fields.Nevertheless,the soil DNA extraction methods for field detection are st... Soil DNA extraction,such as microbial community analysis and gene drift detection,is an important basis for multiple analyses in different fields.Nevertheless,the soil DNA extraction methods for field detection are still lacking.This study established a rapid soil DNA extraction(RSDE)method that can be used in field detection.In this method,we first utilized the optimized lysate to isolate DNA from soil and then used a filtration membrane and a DNA adsorption membrane to purify the DNA via the column method.Moreover,we used the pressure from the syringe instead of the conventional centrifugal force of the centrifuge to assist the sample filtration,resulting in very low requirements for this method,with an extraction time of less than 20 min.Furthermore,we demonstrated that the RSDE method was applicable for DNA extraction from different types of soils,with the demand for soil samples as low as 0.1 g and that the amount of obtained DNA was,to some extent,greater than that obtained by a commercial kit.Further analysis revealed that this extracted genomic DNA can be used directly for polymerase chain reaction(PCR)analysis,including ordinary PCR,real-time fluorescent quantitative PCR,and recombinase polymerase amplification(RPA)-CRISPR/Cas12a visual assays.In addition,we demonstrated that this method can be used to extract DNA from residual plant roots in addition to soil microbes,which lays a foundation for the comprehensive analysis of soil plants and microorganisms.In summary,the RSDE method proposed in this study may have wide application prospects. 展开更多
关键词 soil DNA DNA extraction field detection polymerase chain reaction recombinase polymerase amplification(RPA)-CRISPR/Cas12a
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Screening cotton cultivars for low-phosphorus tolerance:a comparison of hydroponic and field methods
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作者 SUN Miao DONG Helin +5 位作者 HAN Huimin FENG Weina SHAO Jingjing HUO Feichao LI Pengcheng ZHENG Cangsong 《Journal of Cotton Research》 2025年第1期89-101,共13页
Background Soil available phosphorus(AP)deficiency significantly limits cotton production,particularly in arid and saline-alkaline regions.Screening cotton cultivars for low phosphorus(P)tolerance is crucial for the s... Background Soil available phosphorus(AP)deficiency significantly limits cotton production,particularly in arid and saline-alkaline regions.Screening cotton cultivars for low phosphorus(P)tolerance is crucial for the sustainable development of cotton production.However,the effect of different growth media on the screening outcomes remains unclear.To address this,we evaluated the low P tolerance of 25 cotton cultivars through hydroponic culture at two P levels(0.01 and 0.5 mmol·L^(-1) KH_(2)PO_(4))in 2018 and field culture with two P rates(0 and 90 kg·hm^(-2),in P2O5)in 2019.Results In the hydroponic experiments,principal component analysis(PCA)showed that shoot dry weight(SDW)and P utilization efficiency in shoots(PUES)of cotton seedlings explained over 45%of the genetic variation in P nutri-tion.Cotton cultivars were subjected to comprehensive cluster analysis,utilizing agronomic traits(SDW and PUES)during the seedling stage(hydroponic)and yield and fiber quality traits during the mature stage(in field).These cultivars were grouped into four clusters:resistant,moderately resistant,moderately sensitive,and sensitive.In low P conditions(0.01 mmol·L^(-1) KH_(2)PO_(4) and 4.5 mg·kg^(-1) AP),the low-P-resistant cluster showed significantly smaller reduc-tions in SDW(54%),seed cotton yield(3%),lint yield(-2%),fiber length(-1)%),and fiber strength(-3%)compared with the low-P-sensitive cluster(75%,13%,17%,7%,and 9%,respectively).The increase in PUES(299%)in the resist-ant cluster was also significantly higher than in the sensitive cluster(131%).Four of the eight low-P-tolerant cotton cultivars identified in the field and six in the hydroponic screening overlapped in both screenings.Two cultivars overlapped in both screening in the low-P-sensitive cluster.Conclusion Based on the screenings from both field and hydroponic cultures,ZM-9131,CCRI-79,JM-958,and J-228 were identified as low-P-tolerant cotton cultivars,while JM-169,XM-33B,SCRC-28,and LNM-18 were identified as low P-sensitive cotton cultivars.The relationship between field and hydroponic screening results for low-P-tolerant cotton cultivars was strong,although field validation is still required.The low P tolerance of these cultivars was closely associ-ated with SDW and PUES. 展开更多
关键词 COTTON Hydroponic culture field culture Low phosphorus tolerance Yield Fiber quality
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Experimental and mechanistic study on iron extraction from high-iron red mud under multiple physical field coupling conditions
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作者 DONG Hai-pei YANG Jin-lin +3 位作者 ZHOU Wen-tao YU Xu-yang MA Shao-jian WANG Ding-zheng 《Journal of Central South University》 2025年第7期2476-2486,共11页
Red mud is a solid waste discharged in the process of alumina production,and how to realize the efficient recovery of its iron is an urgent problem to be solved.In this study,the iron extraction test and mechanism stu... Red mud is a solid waste discharged in the process of alumina production,and how to realize the efficient recovery of its iron is an urgent problem to be solved.In this study,the iron extraction test and mechanism study of high iron red mud were carried out under the coupling conditions of multiple physical field(microwave field,gas-solid flow field and temperature field)with biomass as the reducing agent.The test results showed that under the optimal conditions,an iron concentrate with a yield of 78.4%,an iron grade of 59.23%,and a recovery rate of 86.65%was obtained.The analyses of XRD,XPS,TEM,and SEM-EDS showed that during the roasting process,the hematite in the high-iron red mud was completely converted to magnetite,and the biomass produced the reductant that provided the magnetization reaction;A large number of cracks and pores appeared in the surface of the hematite reduction product particles,which helped to induce iron minerals to undergo effective mineral phase transformation.The above study provides ideas for the phase transformation and efficient recovery of iron minerals in red mud. 展开更多
关键词 multiple physical field high-iron red mud BIOMASS mineral phase transformation iron extraction
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The noise analysis and multi-physical field coupling study of high-precision SERF atomic gyroscopes
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作者 Jiaxin Liu Xusheng Lei +3 位作者 Yu Yuan Yizhe Zhou Haoying Pang Zhihong Wu 《Defence Technology(防务技术)》 2025年第8期213-224,共12页
The spin-exchange relaxation-free atomic gyroscope,with its exceptionally high theoretical precision,demonstrates immense potential to become the next-generation strategic-grade gyroscope.However,due to technological ... The spin-exchange relaxation-free atomic gyroscope,with its exceptionally high theoretical precision,demonstrates immense potential to become the next-generation strategic-grade gyroscope.However,due to technological noise,there is still a significant gap between its actual precision and theoretical precision.This study identifies the key factor limiting the precision of the SERF gyroscope as coupling noise.By optimizing the detection loop structure,a distinction between the dual-axis signals'response to optical and magnetic fields was achieved-where the optical errors responded similarly,while the response to magnetic noise was opposite.Based on the differences in the optical-magnetic response of the dual-axis signals,empirical mode decomposition was used to decompose the dual-axis gyroscope signals into multiple intrinsic mode functions,and Allan deviation analysis was applied to analyze the noise characteristics of the intrinsic mode functions over various periods.This study successfully reveals that optical errors caused by thermal-optical coupling and long-period magnetic noise induced by thermal-magnetic coupling are the dominant factors limiting the long-term stability of the SERF gyroscope.Based on these analyses,the study concludes that to achieve strategic-grade precision for the SERF gyroscope,it is essential to effectively address the noise issues caused by multi-physical field couplings. 展开更多
关键词 SERF gyroscope Empirical mode decomposition Allan deviation Noise feature recognition Multi physics field coupling
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整合BiLSTM-CRF网络和词典资源的中文电子病历实体识别 被引量:34
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作者 李纲 潘荣清 +1 位作者 毛进 操玉杰 《现代情报》 CSSCI 2020年第4期3-12,58,共11页
[目的/意义]通过整合BiLSTM-CRF神经网络和具有先验领域知识的词典资源,提高中文电子病历领域中的实体识别效果。[方法/过程]采用BiLSTM-CRF神经网络模型,以CCKS-2017测评任务提供的脱敏中文电子病历数据为实验数据集,结合Word2Vec和外... [目的/意义]通过整合BiLSTM-CRF神经网络和具有先验领域知识的词典资源,提高中文电子病历领域中的实体识别效果。[方法/过程]采用BiLSTM-CRF神经网络模型,以CCKS-2017测评任务提供的脱敏中文电子病历数据为实验数据集,结合Word2Vec和外部词典构造神经网络的词嵌入输入改进实体识别模型。[结果/结论]与传统的CRF和单纯的BiLSTM-CRF模型相比,引入先验知识的词典资源可以取得更好的实体识别效果,F1值达到最高的90.41%。深度学习模型BiLSTM-CRF能够显著提升传统CRF方法的实体识别效果,同时先验的词典知识能进一步增强神经网络的性能。 展开更多
关键词 实体识别 长短期记忆网络 条件随机场 电子病历 词典资源 深度学习 bilstm-crf神经网络模型
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深部水文地质学裂隙渗流研究挑战与进展
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作者 董艳辉 王礼恒 +4 位作者 张倩 周志超 文冬光 李守定 万力 《地学前缘》 北大核心 2026年第1期296-312,共17页
深部水文地质学是地球科学领域近年来快速发展的前沿方向,主要聚焦于地下数百米至数千米深度范围内的基岩裂隙含水系统。随着我国深部资源能源开发、环境保护与空间利用需求的不断增加,对深部地下水系统的认知程度与调控能力已成为支撑... 深部水文地质学是地球科学领域近年来快速发展的前沿方向,主要聚焦于地下数百米至数千米深度范围内的基岩裂隙含水系统。随着我国深部资源能源开发、环境保护与空间利用需求的不断增加,对深部地下水系统的认知程度与调控能力已成为支撑国家战略的关键科技问题。本文系统综述了深部水文地质学的研究进展,重点阐述了深部裂隙介质渗流的关键科学问题、研究方法与工程实践。首先,提出了深部水文地质学核心科学问题:深部地下水的来源与年龄、深浅层水循环相互作用机制、高度非均质含水系统表征、深部流体与工程相互作用以及深部生物圈影响。其次,系统梳理了深部裂隙介质渗流研究的关键方法与技术,包括实验室尺度的高精度观测与测试技术、现场实验与长期监测手段、多尺度数值模拟与多场耦合建模技术,以及多学科集成与人工智能研究范式。第三,聚焦典型工程背景,深入探讨了四类深部水文地质问题的研究进展:(1)深部低渗岩体裂隙渗流,以高放废物地质处置为例,分析了北山预选区深部地下水系统特征与水文循环模式;(2)深部低渗岩体裂隙溶质运移,以页岩气水力压裂为例,探讨了深部流体向上迁移的水文地质控制机制;(3)深部流体反应溶质运移,以深层碳酸盐岩储集空间为例,揭示了深部热液流体对储层改造的主控作用;(4)深部裂隙热流耦合,以增强型地热系统开发为例,分析了多场耦合作用下储层裂隙演化与热开采持续性的主控机制。最后,展望了深部水文地质学六大未来研究方向,包括深部观测技术系统建设、高精度裂隙渗流建模、多场耦合模拟能力提升、地球物理成像与水文融合、高分辨率水化学分析以及人工智能与大数据集成。本文对深部水文地质学理论、方法与应用的全面总结,旨在为高放废物地质处置、页岩气开发、二氧化碳地质封存、增强型地热系统以及深层至超深层油气资源开发等深部地质工程提供理论指导与技术支撑,为深部地下水资源的可持续管理与环境安全评价提供科学基础。 展开更多
关键词 深部地质工程 深部水文地质学 裂隙渗流 多场耦合 数值模拟
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一款基于新型Field Programmable Gate Array芯片的投影仪梯形校正系统研究与实现 被引量:5
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作者 曹凤莲 沈庆宏 +1 位作者 盛任农 高敦堂 《南京大学学报(自然科学版)》 CAS CSCD 北大核心 2006年第4期362-367,共6页
投影设备配备的梯形校正普遍存在校正范围小,画面的一些线条和字符边缘会出现毛刺和不平滑现象,矫正效果不理想.如果采用通用的图像处理芯片和复杂的算法,可以解决上述问题,但又会导致成本急剧上升.为了解决上述矛盾,提出一种基于FPGA(F... 投影设备配备的梯形校正普遍存在校正范围小,画面的一些线条和字符边缘会出现毛刺和不平滑现象,矫正效果不理想.如果采用通用的图像处理芯片和复杂的算法,可以解决上述问题,但又会导致成本急剧上升.为了解决上述矛盾,提出一种基于FPGA(Field Programmable Gate Array)芯片的新型梯形校正实现方案,解决了校正范围与锯齿失真的矛盾问题,并为进一步成为芯片级产品铺平了道路.图像处理采用kaiser窗函数和sinc函数相结合的方法进行插值,这样的滤波器改善了旁瓣抑制,具有较好的通带性能.介绍了梯形失真的产生和校正原理,提出了利用FPGA芯片XC3S400作为核心图像处理单元的梯形校正系统的硬件和软件实现,说明了该芯片结构、功能及特性,最后提供了校正的效果图. 展开更多
关键词 图像处理 梯形校正 field PROGRAMMABLE GATE ARRAY 锯齿失真
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动态目标的Field D*算法及路径的提取计算 被引量:5
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作者 高博 徐德民 张福斌 《火力与指挥控制》 CSCD 北大核心 2010年第8期98-102,共5页
FieldD*算法计算的路径消耗较优并较为平滑,但该方法的计算量很大,尤其是在对动态目标的规划时,计算时间无法满足实际要求。针对该缺陷,在对FieldD*计算原理分析的基础上,提出了在目标是动态的情况下,只进行前目标与新目标的路径规划,并... FieldD*算法计算的路径消耗较优并较为平滑,但该方法的计算量很大,尤其是在对动态目标的规划时,计算时间无法满足实际要求。针对该缺陷,在对FieldD*计算原理分析的基础上,提出了在目标是动态的情况下,只进行前目标与新目标的路径规划,并对FieldD*计算所得路径消耗只进行局部修改的动态规划算法,该动态算法可以有效减少计算量。将得到的路径消耗值应用到路径的提取算法中,路径提取算法针对路径消耗的不同情况下,提出不同的路径提取方法,并最终得出总体路径消耗最优的路径。在以栅格法建立的数字海图中进行仿真验证,该动态计算和路径提取算法与D*算法相比,计算所得的路径更为平滑,路径的总体消耗也更少,缺点是所需计算时间略长。 展开更多
关键词 field D*算法 动态规划 路径提取
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基于BiLSTM-CRF的中文分组单字错误识别方法研究 被引量:5
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作者 曹阳 曹存根 +1 位作者 资康莉 王石 《中文信息学报》 CSCD 北大核心 2023年第4期156-165,共10页
近十多年来,中文自动校对取得了许多重要进展,但是单字错别字识别精度和召回率低一直是该领域的一个重要问题。该文提出一种基于BiLSTM-CRF的神经网络模型和单字分组策略识别中文错别字的方法。首先,该文提出一种构建分组单字混淆集的方... 近十多年来,中文自动校对取得了许多重要进展,但是单字错别字识别精度和召回率低一直是该领域的一个重要问题。该文提出一种基于BiLSTM-CRF的神经网络模型和单字分组策略识别中文错别字的方法。首先,该文提出一种构建分组单字混淆集的方法,并根据采集的分组单字混淆集自动生成错别字识别训练语料,构造了一个含有13组的汉字单字错别字识别训练语料。其次,针对传统的错别字识别方法在单字错别字召回率较低的问题,该文对错别字识别训练语料中错别字采用多标签标记的策略。再次,针对训练样本存在的数据稀疏问题,该文对训练数据集中的人名、地名、时间和机构名称这四类词语进行抽象。最后,该文利用BiLSTM-CRF的模型在错别字识别训练语料上进行训练。实验结果表明,该文提出的单字错别字识别方法在13组单字上的平均识别精确率为87.30%,平均召回率为84.36%。 展开更多
关键词 bilstm-crf 分组策略 分组单字混淆集 错别字识别训练语料
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基于BiLSTM-CRF的社会突发事件研判方法 被引量:9
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作者 胡慧君 王聪 +1 位作者 代建华 刘茂福 《中文信息学报》 CSCD 北大核心 2022年第3期154-161,共8页
社会突发事件的分类和等级研判作为应急处置中的一环,其重要性不言而喻。然而,目前研究多数采用人工或规则的方法识别证据进行研判,由于社会突发事件构成的复杂性和语言描述的灵活性,这对于研判证据识别有很大局限性。该文参考“事件抽... 社会突发事件的分类和等级研判作为应急处置中的一环,其重要性不言而喻。然而,目前研究多数采用人工或规则的方法识别证据进行研判,由于社会突发事件构成的复杂性和语言描述的灵活性,这对于研判证据识别有很大局限性。该文参考“事件抽取”思想,将事件类型和研判证据作为事件中元素,以BiLSTM-CRF方法进行细粒度的识别,并将二者结合,分类结果作为等级研判的输入,识别出研判证据。最终将识别结果结合注意力机制进行等级研判,通过对研判证据的精准识别来增强等级研判的准确性。实验表明,相比人工或规则识别研判证据,该文提出的方法有着更好的鲁棒性,社会突发事件研判时也达到了较好的效果。 展开更多
关键词 突发事件分类 研判证据识别 等级研判 bilstm-crf
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基于BiLSTM-CRF与分类分层标注的微博中突发事件时空信息精细识别方法 被引量:12
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作者 吴建华 胡烈云 +2 位作者 赵宇 戴鹏 熊嘉奇 《地理与地理信息科学》 CSCD 北大核心 2021年第3期1-8,共8页
针对现有方法从微博中识别时空信息精度较低且相对粗略的问题,该文提出基于双向长短期记忆网络和条件随机场(BiLSTM-CRF)与分类分层标注的微博中突发事件时空信息精细识别方法(MFISIE)。首先,设计一套适用于微博中突发事件的分类分层时... 针对现有方法从微博中识别时空信息精度较低且相对粗略的问题,该文提出基于双向长短期记忆网络和条件随机场(BiLSTM-CRF)与分类分层标注的微博中突发事件时空信息精细识别方法(MFISIE)。首先,设计一套适用于微博中突发事件的分类分层时空信息标注体系(CHSIAS),构建微博语料库;然后,结合BiLSTM-CRF构建微博时空信息识别模型,并利用117567条标注的微博语料进行实验。结果表明:与人民日报语料标注体系相比,CHSIAS与CRF、BiLSTM、BiLSTM-CRF 3种方法结合进行时空信息识别,F值均较高,且可获得多层级、精细化的突发事件时空信息,其中,基于BiLSTM-CRF的MFISIE方法的F值(91.2%)最高。使用CHSIAS时,BiLSTM-CRF对时间信息的识别效果最好,其对兴趣点、建筑物和相对位置描述识别结果的F值比BiLSTM方法分别提升了8.8%、6.3%和12.3%,比CRF方法分别提升了7.1%、7.7%和8.9%。MFISIE可更精确地提取微博中突发事件的时空信息,为突发事件应急信息的快速感知与精准应用提供技术支撑。 展开更多
关键词 命名实体识别 bilstm-crf 社交媒体 文本信息抽取 突发事件
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基于FieldⅡ的多波束海底检测性能仿真
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作者 王川 沈嘉俊 +1 位作者 冯天成 周天 《海洋测绘》 CSCD 2015年第3期75-78,共4页
基于Field Ⅱ声场仿真工具建立了仿真模型,模拟了平坦以及海底有凸起目标时的海底地形,分别采用常规波束形成器和超波束形成器对模拟的海底回波数据进行处理,结果表明超波束形成器分辨目标的性能更优;应用Monte Carlo方法进行仿真实验,... 基于Field Ⅱ声场仿真工具建立了仿真模型,模拟了平坦以及海底有凸起目标时的海底地形,分别采用常规波束形成器和超波束形成器对模拟的海底回波数据进行处理,结果表明超波束形成器分辨目标的性能更优;应用Monte Carlo方法进行仿真实验,结果表明基于超波束形成器的WMT算法深度估计均值更接近真值、标准差更低,可以有效提升多波束海底检测性能。 展开更多
关键词 多波束测深 波束锐化 超波束形成器 field DSP
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Characteristics of present-day active strain field of Chinese mainland 被引量:9
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作者 郭良迁 李延兴 +1 位作者 杨国华 胡新康 《地震学报》 CSCD 北大核心 2008年第6期560-569,共10页
On the basis of the GPS data obtained from repeated measurements carried out in 2004 and 2007,the horizontal principal strain of the Chinese mainland is calculated,which shows that the direction of principal compressi... On the basis of the GPS data obtained from repeated measurements carried out in 2004 and 2007,the horizontal principal strain of the Chinese mainland is calculated,which shows that the direction of principal compressive strain axis of each subplate is basically consistent with the P-axis of focal mechanism solution and the principal compressive stress axis acquired by geological method.It indicates that the crustal tectonic stress field is relatively stable in regions in a long time.The principal compressive stress axes of Qinghai-Tibet and Xinjiang subplates in the western part of Chinese mainland direct to NS and NNE-SSW,which are controlled by the force from the col-lision of the Eurasia Plate and India Plate.The principal compressive strain axes of Heilongjiang and North China subplates in the eastern part direct to ENE-WSW,which shows that they are subject to the force from the collision and underthrust of the Eurasia Plate to the North America and Pacific plates.At the same time,they are also af-fected by the lateral force from Qinghai-Tibet and Xinjiang subplates.The principal compressive strain axis of South China plate is WNW-ESE,which reflects that it is affected by the force from the collision of Philippine Sea Plate and Eurasia Plate and it is also subject to the lateral force from Qinghai-Tibet subplate.It is apparent from the comparison between the principal compressive strain axes in the periods of 2004~2007 and 2001~2004 that the acting directions of principal compressive stress of subplates in both periods are basically consistent.However,there is certain difference between their directional concentrations of principal compressive stress axes.The sur-face strain rates of different tectonic units in both periods indicate that the events predominating by compressive variation decrease,while the events predominating by tensile change increase. 展开更多
关键词 GPS 应变场 压应变轴 应力 构造活动
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THE ANALYSIS OF TEMPERATURE FIELD OFARMORED VEHICLE
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作者 崔玉福 郑慕侨 《兵工学报》 EI CAS CSCD 北大核心 2000年第1期-,共3页
论述了负重轮轮胎温度场有限元分析方法;给出了生热率数学模型;建立了具有三重非线性的负重轮力学有限元分析模型和热学分析模型,利用有限元分析软件进行了温度场的计算分析;研究了负重轮轮胎温度场,分析了温升过程,为负重轮寿命... 论述了负重轮轮胎温度场有限元分析方法;给出了生热率数学模型;建立了具有三重非线性的负重轮力学有限元分析模型和热学分析模型,利用有限元分析软件进行了温度场的计算分析;研究了负重轮轮胎温度场,分析了温升过程,为负重轮寿命分析提供了理论和数据。 展开更多
关键词 温度场 温升 轮胎 有限元分析 THE ANALYSIS OF TEMPERATURE field OF
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