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Population parameters and dynamic pool models of commercial fishes in the Beibu Gulf, northern South China Sea 被引量:15
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作者 WANG Xuehui QIU Yongsong +3 位作者 DU Feiyan LIN Zhaojin SUN Dianrong HUANG Shuolin 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2012年第1期105-117,共13页
Length-frequency data of eight commercial fish species in the Beibu Gulf (Golf of Tonkin), northern South China Sea, were collected during 2006-2007. Length-weight relationships and growth and mortality parameters w... Length-frequency data of eight commercial fish species in the Beibu Gulf (Golf of Tonkin), northern South China Sea, were collected during 2006-2007. Length-weight relationships and growth and mortality parameters were analyzed using FiSAT II software. Five species had isometric growth, two species had negative allometric growth, and one species had positive allometric growth. Overall, the exploitation rates of the eight species were lower in 2006 2007 than in 1997-1999: for four species (Saurida tumbil, Saurida undosquamis, Argyrosomus macrocephalus, and Nemipterus virgatus) it was lower in 2006-2007 than in 1997 1999, for two species (Parargyrops edita and Trichiurus haumela) it remained the same, and for the other two species (Trachurus japonicus and Decapterus maruadsi) it was higher in 2006~007 than in 1997-1999. The exploitation rates might have declined because of the decline in fishing intensity caused by high crude oil prices. The optimum exploitation rate, estimated using Beverton-Holt dynamic pool models, indicated that although fishes in the Beibu Gulf could sustain high exploitation rates, the under-size fishes at first capture resulted in low yields. To increase the yield per recruitment, it is more effective to increase the size at first capture than to control fishing effort. 展开更多
关键词 commercial fish population parameters dynamic pool model stock status Beibu Gulf northern South China Sea
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Western Pacific Warm Pool and ENSO Asymmetry in CMIP3 Models 被引量:3
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作者 孙燕 De-Zheng SUN +1 位作者 吴立新 王凡 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2013年第3期940-953,共14页
Theoretical and empirical studies have suggested that an underestimate of the ENSO asymmetry may be accompanied by a climatologically smaller and warmer western Pacific warm pool. In light of this suggestion, simulati... Theoretical and empirical studies have suggested that an underestimate of the ENSO asymmetry may be accompanied by a climatologically smaller and warmer western Pacific warm pool. In light of this suggestion, simulations of the tropical Pacific climate by 19 Coupled Model Intercomparison Project Phase 3 (CMIP3) climate models that do not use flux adjustment were evaluated. Our evaluation revealed systematic biases in both the mean state and ENSO statistics. The mean state in most of the models had a smaller and warmer warm pool. This common bias in the mean state was accompanied by a common bias in the simulated ENSO statistics: a significantly weak asymmetry between the two phases of ENSO. Moreover, despite the generally weak ENSO asymmetry simulated by all models, a positive correlation between the magnitude of the bias in the simulated warm-pool size and the magnitude of the bias in the simulated ENSO asymmetry was found. These findings support the suggested link between ENSO asymmetry and the tropical mean state--the climatological size and temperature of the warm pool in particular. Together with previous studies, these findings light up a path to improve the simulation of the tropical Pacific mean state by climate models: enhancing the asymmetry of ENSO in the climate models. 展开更多
关键词 warm pool ENSO asymmetry CMIP3 model ENSO time-mean effect
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Equality Testing for Soil Grid Unit Resolutions to Polygon Unit Scales with DNDC Modeling of Regional SOC Pools 被引量:2
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作者 YU Dongsheng PAN Yue +4 位作者 ZHANG Haidong WANG Xiyang NI Yunlong ZHANG Liming SHI Xue-zheng 《Chinese Geographical Science》 SCIE CSCD 2017年第4期552-568,共17页
Matching soil grid unit resolutions with polygon unit map scales is important to minimize the uncertainty of regional soil organic carbon(SOC) pool simulation due to their strong influences on the modeling.A series of... Matching soil grid unit resolutions with polygon unit map scales is important to minimize the uncertainty of regional soil organic carbon(SOC) pool simulation due to their strong influences on the modeling.A series of soil grid units at varying cell sizes was derived from soil polygon units at six map scales,namely,1:50 000(C5),1:200 000(D2),1:500 000(P5),1:1 000 000(N1),1:4 000 000(N4) and 1:14 000 000(N14),in the Taihu Region of China.Both soil unit formats were used for regional SOC pool simulation with a De Nitrification-DeC omposition(DNDC) process-based model,which spans the time period from 1982 to 2000 at the six map scales.Four indices,namely,soil type number(STN),area(AREA),average SOC density(ASOCD) and total SOC stocks(SOCS) of surface paddy soils that were simulated by the DNDC,were distinguished from all these soil polygon and grid units.Subjecting to the four index values(IV) from the parent polygon units,the variations in an index value(VIV,%) from the grid units were used to assess its dataset accuracy and redundancy,which reflects the uncertainty in the simulation of SOC pools.Optimal soil grid unit resolutions were generated and suggested for the DNDC simulation of regional SOC pools,matching their respective soil polygon unit map scales.With these optimal raster resolutions,the soil grid units datasets can have the same accuracy as their parent polygon units datasets without any redundancy,when VIV < 1% was assumed to be a criterion for all four indices.A quadratic curve regression model,namely,y = – 0.80 × 10^(–6)x^2 + 0.0228 x + 0.0211(R^2 = 0.9994,P < 0.05),and a power function model R? = 10.394?^(0.2153)(R^2 = 0.9759,P < 0.05) were revealed,which describe the relationship between the optimal soil grid unit resolution(y,km) and soil polygon unit map scale(1:10 000x),the ratio(R?,%) of the optimal soil grid size to average polygon patch size(?,km^2) and the ?,with the highest R^2 among different mathematical regressions,respectively.This knowledge may facilitate the grid partitioning of regions during the investigation and simulation of SOC pool dynamics at a certain map scale,and be referenced to other landscape polygon patches' mesh partition. 展开更多
关键词 soil organic carbon(SOC) soil grid unit resolutions soil polygon unit map scales DeNitrification-DeComposition(DNDC) model SOC pools
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An Improved Three-Dimensional Non-Equilibrium Mixing Pool Model
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作者 曾爱武 余国琮 袁希钢 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 1998年第4期70-76,共7页
This paper presents an improved three-dimensional non-equilibrium mixing pool model.It is a simplified form of the original model and is more practical for applications.The simulation re-sults show that the industrial... This paper presents an improved three-dimensional non-equilibrium mixing pool model.It is a simplified form of the original model and is more practical for applications.The simulation re-sults show that the industrial scale distillation tray columns can be described closely by the improvedmodel.The effects of model parameters,such as the number of mixing pools,the point efficiencyand flow pattern,on separation are analyzed quantitatively. 展开更多
关键词 THREE-DIMENSIONAL NON-EQUILIBRIUM MIXING pool model DISTILLATION BACKFLOW
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Formation Models and Distribution of Oil and Gas Pools in Tarim Basin, China
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作者 龙胜祥 《Journal of China University of Geosciences》 SCIE CSCD 2008年第6期665-674,共10页
This article reports the main formation models and distribution of the oil and gas pools in Tarim basin, China, including (1) occurrence of the found oil and gas pools, (2) main formation models of oil and gas poo... This article reports the main formation models and distribution of the oil and gas pools in Tarim basin, China, including (1) occurrence of the found oil and gas pools, (2) main formation models of oil and gas pools, and (3) distribution law of oil/gas pools. Petroleum is distributed widely in the strata of Tarim basin from the Sinian at the bottom to the Neogene at the top. However, the found oil and gas fields are mainly distributed in Shaya (沙雅) uplift, Tazhong (塔中) uplift, and Kuche (库车) depression. This article presents 4 main formation models, namely, early formation and long-term preservation, early formation and late reformation, middle-late multiphase-multisource formation, late single-stage formation. Tarim basin is very rich in petroleum resources. Long-term inherited intrabasinal paleohighs and slope zones are the most favorable areas for accumulation of hydrocarbons, but the types of oil and gas pools are different from area to area. The control of unconformities and faults on hydrocarbon accumulating is prominent in Tarim basin. Preservation conditions are of utmost importance. Formation of some oil and gas pools is the result of reforming and re-accumulating of early accumulated hydrocarbons. 展开更多
关键词 oil and gas pool formation model DISTRIBUTION OCCURRENCE Tarim basin China
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Modeling the radiometric imaging process of weld pool
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作者 Liang Zhimin Shi Kangning +1 位作者 Wang Zhijiang Wang Dianlong 《China Welding》 EI CAS 2016年第3期71-78,共8页
In the vision monitoring or controlling the arc welding process, it is a prerequisite to get a clear image of weld pool. However, the disturbance of arc radiation makes imaging of weld pool difficult and optical filte... In the vision monitoring or controlling the arc welding process, it is a prerequisite to get a clear image of weld pool. However, the disturbance of arc radiation makes imaging of weld pool difficult and optical filters are usually used to improve the image quality. In this paper, a radiometric imaging model is established to investigate the influence of the filter on the image quality of the weld pool, in which the spectral distribution of weld pool radiation, the spectral transmittance of the filter, the spectral sensitivity of the camera are all considered. With the proposed model, the influence of the factors on weld pool imaging can be inferred and the selection of optical filters is discussed. 展开更多
关键词 radiometric modeling weld pool imaging 'visual sensing
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NUMERICAL MODELING STUDY OF EFFECTS OF EASTERN PACIFIC WARM POOL ON ENSO
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作者 岳彩军 陆维松 李小凡 《Journal of Tropical Meteorology》 SCIE 2010年第4期355-362,共8页
In this study, sensitivity experiments were conducted with the Zebiak-Cane ocean-atmosphere coupled model forced by the wind stress anomaly from the U.S. National Centers for Environmental Prediction/National Center f... In this study, sensitivity experiments were conducted with the Zebiak-Cane ocean-atmosphere coupled model forced by the wind stress anomaly from the U.S. National Centers for Environmental Prediction/National Center for Atmospheric Research (NCEP/NCAR) reanalysis data to study the impacts of eastern Pacific warm pool on the formation and development of ENSO events. The effects of climatological mean sea surface temperature of the warm pool on forecast skill during the ENSO events of 1982-1999 are more considerable that those of climatological mean meridional winds and ocean currents. The forecast skill for the 1997/1998 E1 Nifio event is characterized by sensitivity to climatological mean sea surface temperature and anomalies of northerly winds and currents. The forecast skill is found insensitive to climatological mean northerly meridional winds and currents. 展开更多
关键词 eastern Pacific warm pool ENSO event Zebiak-Cane ocean-atmosphere coupled model sensitivity experiments
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Adding a storage pool improves 3-PG tree-ring simulations
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作者 Yanfang Wang Liang Wei +4 位作者 Liheng Zhong Xizi Yu Pengtao Huang Fang Wang John D.Marshall 《Forest Ecosystems》 2025年第6期1319-1330,共12页
Tree rings provide long-term records of tree growth and climate changes,which makes them ideal benchmarks for forest modeling.Tree-ring information has greatly improved the reliability of 3-PG,which is one of the most... Tree rings provide long-term records of tree growth and climate changes,which makes them ideal benchmarks for forest modeling.Tree-ring information has greatly improved the reliability of 3-PG,which is one of the most commonly used process-based forest growth models.Here,we strengthen 3-PG's ability to simulate tree-ring width and stable carbon isotopes(δ^(13)C)by enhancing its descriptions of tree physiology.The major upgrade was adding a carbon storage pool for tree-ring formation using stored carbohydrates.We also incorporated previous modifications(replacing the age modifier with a height modifier)of 3-PG and tested their efficacy in improving tree-ring simulations.We ran the model based on two grand fir(Abies grandis)stands.The updated model greatly improved the simulations for both tree-ring widths andδ^(13)C.The results represent one of the best tree-ringδ^(13)C simulations,which accurately captured the amplitude in annual variations ofδ^(13)C.The correlations(R^(2))between simulations and observations reached 0.50 and 0.73 at two stands,respectively.The new model also greatly improved the simulations of raw tree-ring widths and detrended ring-width index(RWI).Because of better descriptions of tree physiology and more accurate simulations of tree rings than the previous model version,the updated 3-PG should provide more reliable simulations than previous 3-PG versions when tree-ring information is used as a benchmark in future studies. 展开更多
关键词 3-PG model Tree-ring simulation Tree height Carbon storage pool
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基于改进遗传算法的NGS Pooling分组优化
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作者 张洪波 陈文丽 +1 位作者 张立明 曹航源 《计算机时代》 2025年第9期12-15,共4页
高通量测序作为一项在生物医药领域广泛应用的技术,具有快速、低成本地对遗传物质进行测序的优势。利用NGS的高通量特性,条形码(barcode)多重测序技术可将多个样本混合测序,从而大幅提高测序效率并降低成本。然而,面对海量样本的混合(Po... 高通量测序作为一项在生物医药领域广泛应用的技术,具有快速、低成本地对遗传物质进行测序的优势。利用NGS的高通量特性,条形码(barcode)多重测序技术可将多个样本混合测序,从而大幅提高测序效率并降低成本。然而,面对海量样本的混合(Pooling)实验分组,如何最大化芯片利用率、降低条形码冲突率、提高测序数据质量,已成为关键难点。本研究基于运筹学优化模型和智能优化算法,开发了一套能够快速实现自动化分组的软件系统。该系统能显著提高芯片利用率、缩短分组等待时间,并避免样本索引冲突等问题,实验结果验证了该算法与模型的有效性。 展开更多
关键词 高通量测序 pooling实验分组 自动化分组 运筹学优化模型 智能优化算法
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AH36船舶钢激光焊接热源模拟优化与残余应力仿真分析
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作者 谌伟 郭嘉兴 殷乐 《吉林大学学报(工学版)》 北大核心 2026年第1期140-149,共10页
针对船舶制造过程中激光焊接的热源狭窄且深长,在提高焊接穿透力和焊接率的同时更容易造成热量聚集和残余应力集中的不足,本文以AH36高强钢为研究对象,通过有限元模拟对激光焊接的熔池形状展开研究,选取并定义10种移动热源形式,分别得... 针对船舶制造过程中激光焊接的热源狭窄且深长,在提高焊接穿透力和焊接率的同时更容易造成热量聚集和残余应力集中的不足,本文以AH36高强钢为研究对象,通过有限元模拟对激光焊接的熔池形状展开研究,选取并定义10种移动热源形式,分别得出各个热源模型达到稳定焊接状态时的剖面形状图,并将其与激光焊接实际形成的熔池形状进行对照,优选出最适用于对接接头激光焊接的热源模型。此外,通过热力耦合的方式模拟得到激光焊接对接板的焊接变形和残余应力分布,并与试验所得数据进行对比。结果表明,残余应力的有限元仿真结果与试验结果在数值量级及趋势上吻合较好,可以为后续激光焊接工艺优化和激光焊接结构疲劳评估奠定理论基础。 展开更多
关键词 激光焊接 热源模型 AH36高强钢 残余应力 疲劳评估 熔池形状
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融合最大池化的Conformer中文语音识别
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作者 胡从刚 杨立鹏 +2 位作者 孙永奇 陈华龙 韩可可 《计算机工程》 北大核心 2026年第1期105-115,共11页
语音识别旨在通过先进的算法与信号处理技术,赋予机器理解人类语音的能力,使得人与机器之间的交流更加便捷、顺畅。目前,大多数端到端语音识别的研究工作主要围绕Conformer模型进行优化。针对Conformer编码器对语音细粒度局部特征提取... 语音识别旨在通过先进的算法与信号处理技术,赋予机器理解人类语音的能力,使得人与机器之间的交流更加便捷、顺畅。目前,大多数端到端语音识别的研究工作主要围绕Conformer模型进行优化。针对Conformer编码器对语音细粒度局部特征提取能力不足的问题,提出一种融合最大池化(MP)的Conformer中文语音识别模型。首先,将编码器卷积模块中门控线性单元的输出在时间维度上进行MP,以提取多帧语音信号对应一个字符的细粒度局部特征。然后,将池化后的特征与逐通道卷积(DWC)提取的粗粒度局部特征以逐元素相加的方式进行融合,以增加语音局部特征的信息量,从而提高Conformer模型的语音识别准确率。最后,在公开的中文数据集Aishell-1上的实验结果表明:采用贪心搜索方式进行解码,所提模型可以将基线模型的字错误率(CER)从5.58%降低至5.32%;采用注意力重打分方式进行解码,所提模型可以将基线模型的CER从5.06%降低至4.92%。 展开更多
关键词 语音识别 细粒度局部特征 Conformer模型 最大池化 逐通道卷积
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压铸铝合金激光焊接气孔控制机理研究
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作者 刘金涛 陈令杰 +4 位作者 贺鹏 张富斌 陈树海 韩刚 蒋晓博 《焊接学报》 北大核心 2026年第1期108-116,共9页
针对AlSi_(10)MnMg压铸铝合金熔化焊气孔缺陷问题,结合热力学与动力学原理建立气泡形核和长大模型,理论研究熔池凝固阶段固/液界面处氢溶解度差异引发的气泡演变行为,并通过激光焊接试验探究熔池行为对气孔的控制规律.结果表明,熔池内... 针对AlSi_(10)MnMg压铸铝合金熔化焊气孔缺陷问题,结合热力学与动力学原理建立气泡形核和长大模型,理论研究熔池凝固阶段固/液界面处氢溶解度差异引发的气泡演变行为,并通过激光焊接试验探究熔池行为对气孔的控制规律.结果表明,熔池内氢浓度分布不均会导致过饱和氢在固/液界面前沿析出,是气孔产生的根本原因;气孔形成是气泡上浮速度与固/液界面推移速度竞争的结果,受熔池动态行为直接影响.在连续激光焊中,焊接速度与气孔数量正相关、与气孔率负相关,归因于焊接速度提升加快熔池凝固、抑制气泡长大;模型预测值与试验值趋势一致且差距随焊接速度增加而缩小.而在脉冲激光焊中,脉冲宽度增加使气孔率持续上升;而脉冲频率为关键调控参数,整体表现为在60 Hz时气孔数量骤减并趋于稳定. 展开更多
关键词 压铸铝合金 气孔缺陷 激光焊接 熔池行为 形核与生长模型
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耐盐水稻种植对滨海盐渍土壤有机碳库及碳转化酶活性的影响
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作者 季若彤 解雪峰 +4 位作者 贾振毅 Cambule Armindo Henrique 缪源卿 徐梓晴 田再洋 《环境科学》 北大核心 2026年第2期1071-1079,共9页
耐盐水稻种植已成为滨海盐渍土改良的有效途径之一.以未种植耐盐水稻的滨海盐碱地(CK)为对照,以不同耐盐水稻种植年限(1~5 a)土壤为研究对象,结合方差分析、冗余分析、蒙特卡洛置换检验、Mantel检验和结构方程模型,探究耐盐水稻种植下... 耐盐水稻种植已成为滨海盐渍土改良的有效途径之一.以未种植耐盐水稻的滨海盐碱地(CK)为对照,以不同耐盐水稻种植年限(1~5 a)土壤为研究对象,结合方差分析、冗余分析、蒙特卡洛置换检验、Mantel检验和结构方程模型,探究耐盐水稻种植下滨海盐渍土壤有机碳组分、碳库质量和碳转化酶活性的变化特征及其内在联系.结果表明:①土壤有机碳含量在耐盐水稻种植2a后持续上升;微生物量碳和易氧化有机碳含量分别在种植2 a和4 a达到最高值;不同种植年限间表层土壤颗粒有机碳含量并无显著性差异,底层土壤颗粒有机碳含量在种植5 a达到最高值;表层和底层土壤可溶性有机碳含量分别在种植2 a和4 a达到最高值.②不同种植年限间土壤碳库活度并无显著性差异;表层土壤碳库活度指数在不同种植年限间并无显著性差异,底层土壤碳库活度指数在种植4 a达到最高值,较CK提升了84.4%;耐盐水稻种植2 a后碳库指数显著高于CK,而表层和底层土壤碳库管理指数分别在种植2 a和4 a达到最高值.③表层土壤蔗糖酶和淀粉酶活性在种植2 a时达到最高值,较CK分别提升了341.2%和111.5%,底层土壤蔗糖酶和淀粉酶活性在不同种植年限间并无显著性差异;土壤β葡萄糖苷酶和多酚氧化酶活性分别在种植4 a时达到最高和最低值,和CK之间差异显著.④土壤β-葡萄糖苷酶和多酚氧化酶活性分别是影响有机碳组分和碳库质量的关键环境因子.耐盐水稻种植通过提升土壤养分和速效养分含量,激发水解酶类和氧化酶类活性,进而影响土壤有机碳组分,提升土壤碳库质量;此外,氧化酶类活性的增强同时削弱土壤碳库质量.研究可为了解耐盐水稻种植下土壤有机碳固存机制和盐渍土壤管理提供科学依据. 展开更多
关键词 种植年限 碳组分 碳转化酶活性 碳库管理指数 Mantel检验 结构方程模型
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基于多层次特征融合和注意力机制的无人机图像小目标检测算法
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作者 张信佳 王芳 《计算机工程》 北大核心 2026年第2期148-157,共10页
无人机(UAV)航拍图像中的目标通常具有尺度密集、易被遮挡且多为小目标等特点,这导致检测过程中容易出现漏检和误检。为应对上述挑战,基于YOLOv5s提出了针对小目标检测的SNA-YOLOv5s算法。首先,引入空间深度转换卷积(SPD-Conv)模块替换... 无人机(UAV)航拍图像中的目标通常具有尺度密集、易被遮挡且多为小目标等特点,这导致检测过程中容易出现漏检和误检。为应对上述挑战,基于YOLOv5s提出了针对小目标检测的SNA-YOLOv5s算法。首先,引入空间深度转换卷积(SPD-Conv)模块替换原模型的跨步卷积层,避免细节信息丢失,增强小目标特征提取能力;其次,设计新型平均快速空间金字塔池化(AGSPPF)模块,引入平均池化操作缓解池化层在提取特征信息的同时会导致部分信息丢失的问题,提升模型的特征提取能力;再次,新增针对小目标的大尺度检测分支,捕捉浅层特征中丰富的细节信息,提升模型对小目标的检测能力;最后,将归一化注意力机制(NAM)嵌入骨干网络,对特征信息进行加权处理,抑制无效的特征信息。在VisDrone2019数据集和NWPU VHR-10数据集上的训练测试结果表明,该算法的均值平均精度(mAP)分别达到了42.3%和96.5%,与基线模型YOLOv5s相比分别提高了8.4和2.6百分点。通过与其他基于深度学习的主流模型对比实验,进一步验证了该模型的鲁棒性和精确性。 展开更多
关键词 YOLOv5s模型 小目标检测 空间深度转换卷积 空间金字塔池化 归一化注意力机制
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零售药店纳入门诊统筹管理政策实施的阻滞因素与疏通路径
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作者 李立清 腾佳杉 仲光金 《中国药房》 北大核心 2026年第5期571-577,共7页
目的剖析零售药店纳入门诊统筹管理政策在执行过程中的阻滞因素,并探索提升政策执行效能的实践路径。方法基于史密斯政策执行过程模型,构建政策分析框架。选取湖南省为典型样本,综合运用政策文本分析与半结构化访谈法,对相关政策文件进... 目的剖析零售药店纳入门诊统筹管理政策在执行过程中的阻滞因素,并探索提升政策执行效能的实践路径。方法基于史密斯政策执行过程模型,构建政策分析框架。选取湖南省为典型样本,综合运用政策文本分析与半结构化访谈法,对相关政策文件进行深度解读,并对医保行政部门、定点医疗机构、零售药店及参保人员等多方关键主体共计42位进行访谈,对访谈文本进行分析。结果与结论零售药店纳入门诊统筹管理政策的有效执行主要面临四维阻滞:一是政策自身存在系统性设计不完善与协调性不足的问题,导致源头性制约;二是执行主体间缺乏有效协同机制,服务与监管呈碎片化;三是目标群体存在政策认知偏差,且在利益驱动下行为发生扭曲;四是医保基金压力与传统就医观念等环境因素叠加,制约了政策的落地空间。为此,本研究建议,应进一步强化顶层设计,消弭规则模糊与执行偏差;健全多方协同机制,提升政策运行效能;深化政策解读与利益协调,引导目标群体作出理性行为;破除环境壁垒,构建适应政策发展的外部生态,以推动零售药店纳入门诊统筹管理工作的高质量发展。 展开更多
关键词 零售药店 门诊统筹 史密斯政策执行过程模型 政策执行效能
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基于风场的GMAW焊接电弧与熔池行为数值模拟研究
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作者 周子昂 范秋月 +2 位作者 肖子华 李铭涛 魏世轩 《热加工工艺》 北大核心 2026年第1期93-98,106,共7页
为揭示风场环境对熔化极气体保护焊(GMAW)焊接过程中电弧与熔池行为的影响机理,考虑标准k-ε湍流模型,建立电弧与熔池耦合的三维瞬态模型,对比分析垂直于焊接方向的侧向风场强度大小对电弧形态以及熔池形貌的影响规律。结果表明:侧向风... 为揭示风场环境对熔化极气体保护焊(GMAW)焊接过程中电弧与熔池行为的影响机理,考虑标准k-ε湍流模型,建立电弧与熔池耦合的三维瞬态模型,对比分析垂直于焊接方向的侧向风场强度大小对电弧形态以及熔池形貌的影响规律。结果表明:侧向风场环境下,电弧等离子体的运动轨迹和速度发生变化,过大的侧向风场还削弱保护气体的保护效能,提高焊缝中气孔缺陷的形成风险;风场强度的提高使电弧弧长增加、散热速率加快,导致其对工件的热输入量降低,熔池形状尺寸变小。通过对比仿真结果与焊接实验拍摄的电弧形态和熔池形貌,验证了模型的可靠性。 展开更多
关键词 熔化极气体保护焊 风场环境 湍流模型 电弧形态 熔池形貌
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发音感知对比学习的端到端普通话语音识别
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作者 谭应伟 《计算机与现代化》 2026年第1期47-52,90,共7页
端到端普通话语音识别通常采用字符级别的嵌入向量作为解码器的输入,并结合字符序列的损失函数来训练模型。然而,这种方法在利用多级建模单元的区分性信息方面存在不足,且未能充分学习发音感知特性,这可能导致模型在识别过程中易于混淆... 端到端普通话语音识别通常采用字符级别的嵌入向量作为解码器的输入,并结合字符序列的损失函数来训练模型。然而,这种方法在利用多级建模单元的区分性信息方面存在不足,且未能充分学习发音感知特性,这可能导致模型在识别过程中易于混淆发音,从而产生识别错误。本文提出一种发音感知对比学习的方法,该方法专为优化端到端普通话语音识别而设计。与传统注意力统计池化方法不同,后者对建模嵌入分配一致权重并生成嵌入的加权平均值,本文采用的机制为已学习的向量嵌入中的每个元素赋予不同的权重,能够提取出能够区分不同建模单元的细粒度特征。此外,本文还引入一个无监督对比学习的损失函数,该函数使得在聚合的嵌入特征空间中,相似特征相互靠近,而不相似特征则相互远离,从而增强发音感知建模嵌入的特征表达能力。以AISHELL-1数据集为例,实验结果显示,所提出的方法在纯净测试集上取得了最优的字错误率(CER)4.64%,在带噪测试集上也达到了较好的字错误率7.61%,相较于传统的基于Conformer的算法,字错误率显著降低。这一结果充分表明了发音感知对比学习在端到端普通话语音识别问题中,特别是在增强嵌入向量表达方面的优越性。 展开更多
关键词 语音识别 注意力统计池 发音感知建模嵌入 无监督对比损失函数 端到端
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Body fluid analog chlorination:Application to the determination of disinfection byproduct formation kinetics in swimming pool water 被引量:5
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作者 Lucie Tsamba Nicolas Cimetiere +2 位作者 Dominique Wolbert Olivier Correc Pierre Le Cloirec 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2020年第1期112-122,共11页
Disinfection by-products(DBPs)are formed in swimming pools by the reactions of bather inputs with the disinfectant.Although a wide range of molecules has been identified within DBPs,only few kinetic rates have been re... Disinfection by-products(DBPs)are formed in swimming pools by the reactions of bather inputs with the disinfectant.Although a wide range of molecules has been identified within DBPs,only few kinetic rates have been reported.This study investigates the kinetics of chlorine consumption,chloroform formation and dichloroacetonitrile formation caused by human releases.Since the flux and main components of human inputs have been determined and formalized through Body Fluid Analogs(BFAs),it is possible to model the DBPs formation kinetics by studying a limited number of precursor molecules.For each parameter the individual contributions of BFA components have been quantified and kinetic rates have been determined,based on reaction mechanisms proposed in the literature.With a molar consumption of 4 mol Cl2/mol,urea is confirmed as the major chlorine consumer in the BFA because of its high concentration in human releases.The higher reactivity of ammonia is however highlighted.Citric acid is responsible for most of the chloroform produced during BFA chlorination.Chloroform formation is relatively slow with a limiting rate constant determined at 5.50×10^-3 L/mol/sec.L-histidine is the only precursor for dichloroacetonitrile in the BFA.This DBP is rapidly formed and its degradation by hydrolysis and by reaction with hypochlorite shortens its lifetime in the basin.Reaction rates of dichloroacetonitrile formation by L-histidine chlorination have been established based on the latest chlorination mechanisms proposed.Moreover,this study shows that the reactivity toward chlorine differs whether L-histidine is isolated or mixed with BFA components. 展开更多
关键词 Disinfection by-products Kinetic modeling Body fluid analog Swimming pools
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Predicting dynamics of soil organic carbon mineralization with a double exponential model in different forest belts of China 被引量:10
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作者 YANG Li-xia PAN Jian-jun YUAN Shao-feng 《Journal of Forestry Research》 SCIE CAS CSCD 2006年第1期39-43,共5页
The dynamics of soil organic carbon(SOC)was analyzed by using laboratory incubation and double exponential model that mineralizable SOC was separated into active carbon pools and slow carbon pools in forest soils deri... The dynamics of soil organic carbon(SOC)was analyzed by using laboratory incubation and double exponential model that mineralizable SOC was separated into active carbon pools and slow carbon pools in forest soils derived from Changbai and Qilian Mountain areas.By analyzing and fitting the CO2 evolved rates with SOC mineralization,the results showed that active carbon pools accounted tor 1.0%to 8.5%of SOC with an average of mean resistant times(MRTs)for 24 days,and slow carbon pools accounted for 91%to 99%of SOC with an average of MRTs for 179 years.The sizes and MRTs of slow carbon pools showed that SOC in Qilian Mountain sites was more difficult to decompose than that in Changbai Mountain sites.By analyzing the effects of temperature,soil clay content and elevation on SOC mineralization,results indicated that mineralization of SOC was directly related to temperature and that content of accumulated SOC and size of slow carbon pools from Changbai Mountain and Qilian Mountain sites increased linearly with increasing clay content,respectively,which showed temperature and clay content could make greater effect on mineralization of SOC. 展开更多
关键词 Soil organic carbon Organic carbon mineralization Double exponential model Active carbon pools Slow carbon pools Mean resistant times(MRTs)
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Evaporation Erosion During the Relay Contact Breaking Process Based on a Simplified Arc Model 被引量:4
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作者 崔行磊 周学 +1 位作者 翟国富 彭喜元 《Plasma Science and Technology》 SCIE EI CAS CSCD 2016年第5期512-519,共8页
Evaporation erosion of the contacts is one of the fundamental failure mechanisms for relays. In this paper, the evaporation erosion characteristics are investigated for the copper contact pair breaking a resistive dir... Evaporation erosion of the contacts is one of the fundamental failure mechanisms for relays. In this paper, the evaporation erosion characteristics are investigated for the copper contact pair breaking a resistive direct current (dc) 30 V/10 A circuit in the air. Molten pool simulation of the contacts is coupled with the gas dynamics to calculate the evaporation rate. A simplified arc model is constructed to obtain the contact voltage and current variations with time for the prediction of the current density and the heat flux distributions flowing from the arc into the contacts. The evaporation rate and mass variations with time during the breaking process are presented. Experiments are carried out to verify the simulation results. 展开更多
关键词 evaporation erosion material transfer molten pool simplified arc model
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