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Development of separation sharpness model for hydrocyclone 被引量:3
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作者 Pakpoom Supachart Thanit Swasdisevi +2 位作者 Pratarn Wongsarivej Mana Amornkitbamrung Naris Pratinthong 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2020年第3期785-792,共8页
Hydrocyclones are mechanical devices used in classifying and separating many different types of materials.A classification function of the hydrocyclone has been continually developed for solid–liquid separation.In th... Hydrocyclones are mechanical devices used in classifying and separating many different types of materials.A classification function of the hydrocyclone has been continually developed for solid–liquid separation.In the classification process of solids from liquids,it is desirable to reduce the amount of misplaced material;therefore,the separation sharpness,α(alpha),is a parameter that helps in evaluating misplaced material and has been developed as a model to help the designer predict the performance of the classification.However,the problem with the separation sharpness model is that it cannot be used outside the range of conditions under which it was developed.Therefore,this research aimed to develop the separation sharpness model to predict more accurately and cover a wide range of conditions using the multiple linear regression method.The new regression model of separation sharpness was based on a wide range of both experimental and industrial data-sets of 431 tests collaborating with the additional experiments of 117 tests that were obtained from a total of 548 tests.The new model of separation sharpness can be used in the range of 30–762 mm hydrocyclone body diameters and feed solid concentrations in the range of 0.5 wt%–80 wt%.When compared with the experimental separation sharpness,the accuracy of the separation sharpness model prediction has an error of 4.53%and^of 0.973. 展开更多
关键词 MODEL HYDROCYCLONE SEPARATION sharpness SLURRY VISCOSITY
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Sharpness of the paired 660-km discontinuity beneath the Izu-Bonin area 被引量:6
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作者 LiMing Wang XiaoBo He 《Earth and Planetary Physics》 CSCD 2020年第6期627-638,共12页
The 660-km discontinuity that separates the Earth's upper and lower mantle has primarily been attributed to phase changes in olivine and other minerals.Resolving the sharpness is essential for predicting the compo... The 660-km discontinuity that separates the Earth's upper and lower mantle has primarily been attributed to phase changes in olivine and other minerals.Resolving the sharpness is essential for predicting the composition of the mantle and for understanding its dynamic effects.In this study,we used S-to-P conversions from the 660-km interface,termed S660P,arriving in the P-wave coda from one earthquake in the Izu–Bonin subduction zone recorded by stations in Alaska.The S660P signals were of high quality,providing us an unprecedented opportunity to resolve the sharpness of the discontinuity.Our study demonstrated,based on the impedance contrast given by the IASP91 model,that the discontinuity has a transitional thickness of^5 km.In addition,we observed a prominent arrival right after the S660P,which was best explained by S-to-P conversions from a deeper discontinuity at a depth of^720 km with a transitional thickness of^20 km,termed S720P.The 720-km discontinuity is most likely the result of a phase transition from majoritic garnet to perovskite in the segregated oceanic crust(mainly the mid-oceanic ridge basalt composition)at the uppermost lower mantle beneath this area.The inferred phase changes are also consistent with predictions from mineral physics experiments. 展开更多
关键词 660-km discontinuity S-to-P conversions IZU-BONIN sharpness mid-oceanic ridge basalt
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On the tip sharpness of riblets for turbulent drag reduction 被引量:2
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作者 Yiqian Wang Yi Huang Song Fu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2022年第4期39-55,I0001,共18页
It is commonly known that riblets with sharper tip generally have better turbulent drag reduction capacity,which,however,poses great challenges for manufacturing and makes the riblets vulnerable to tip erosion.In this... It is commonly known that riblets with sharper tip generally have better turbulent drag reduction capacity,which,however,poses great challenges for manufacturing and makes the riblets vulnerable to tip erosion.In this study,we show that a scalloped riblet which is not as sharp in the tip as corresponding triangular riblet with same height-width ratio,nevertheless has a larger protrusion height,a quantity solely depending on the riblet shape and calculated through a boundary element algorithm in this study,and thus a higher projected drag reduction rate.In addition,it is found that,when subjected to tip rounding,this scalloped riblet performs better in terms of protrusion height than corresponding parabolic riblet,which indicates stronger resilience to riblet tip erosion.With the class of scalloped riblets,designed by smoothly connecting two third-order polynomials and thus the tip sharpness and valley curvature can be well defined,it is revealed that two mechanisms,one for the valley curvature at the viscous limit and one for the tip sharpness at infinite deep limit,determine the protrusion height,and thus the projected drag reduction capacity.Direct numerical simulations are then carried out to investigate controlled boundary layer transition with the scalloped riblet of width s+=20 and 5+=60.A 7.8%drag reduction in the turbulent region is found for the smaller riblet with a preferable transition delay,while for the larger riblet transition is promoted and drag is increased in the turbulent region.It is also found that the area fraction of high drag region around the riblet tips is basically the same for the two cases.Surprisingly,even higher drag is found around the tip region for the smaller drag-reducing riblets.On the other hand,a much smaller drag coefficient is found in the valley of the smaller riblet,which results in the reduction of turbulent drag.It is thus inferred that the issue of sharp riblet tip,that hard to manufacture and deteriorate substantially when subjected to tip erosion,could be mitigated by optimization of the riblet geometry. 展开更多
关键词 Riblet Turbulent drag reduction Tip sharpness Protrusion height Direct numerical simulation
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Technique for Measuring the Sharpness of Staple Fiber Cutter Blades
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作者 原一高 朱世根 《Journal of Donghua University(English Edition)》 EI CAS 2004年第2期102-104,共3页
Quantitative measurement of the cutter blade sharpness is yet a difficult problem, since so far there has been no appropriate testing method. In this paper, a technique is introduced for measuring the cutter blade sha... Quantitative measurement of the cutter blade sharpness is yet a difficult problem, since so far there has been no appropriate testing method. In this paper, a technique is introduced for measuring the cutter blade sharpness at different testing conditions. The sharpness of cutter blades are measured by detecting the force to cut off the fiber with a material strength testing machine, and the results indicated that the technique could be used to measure the cutter blade sharpness satisfactorily. The fiber tension and downward speed of cutter blades are recommended to be 4.9 cN and 50 mm/min respectively for cutting 0.22 mm PET fiber. 展开更多
关键词 synthetic fiber cutter blade sharpness MEASUREMENT
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Tool sharpness in precision micro cutting process
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作者 李晓舟 于化东 +1 位作者 赵平 许金凯 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2010年第1期123-126,共4页
As to probe the factors affecting the roughness and surface properties of work piece in mirco-cutting machining process, according to the principle of energy balance, using the method of experiments combining with the... As to probe the factors affecting the roughness and surface properties of work piece in mirco-cutting machining process, according to the principle of energy balance, using the method of experiments combining with theoretical analysis, this paper investigates the effect of cutting edge radius on the unit cutting force, the cutting component forces ratio Fy/Fz, as well as the roughness and surface properties of the work-piece. Experimental results show that the value of tool cutting edge arc ρ has a significant impact on elastic-plastic deformation of the cutting area, and its influence on the surface quality of processing and precision is greater than common cutting. The method of calculating the theoretical limits of the diamond tool cutting edge radius is feasible. The value of 0.0001 μm has some guiding significance for the developement of suitable cutting thickness to ensure the normal cutting. 展开更多
关键词 cutting tools sharpness micro-cutting
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Sharpness of some properties of weighted modulation spaces 被引量:3
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作者 GUO WeiChao FAN DaShan +1 位作者 WU HuoXiong ZHAO GuoPing 《Science China Mathematics》 SCIE CSCD 2016年第1期169-190,共22页
We obtain some optimal properties on weighted modulation spaces. We find the necessary and sufficient conditions for product inequalities, convolution inequalities and embedding on weighted modulation spaces. Especial... We obtain some optimal properties on weighted modulation spaces. We find the necessary and sufficient conditions for product inequalities, convolution inequalities and embedding on weighted modulation spaces. Especially, we establish the analogue of the sharp Sobolev embedding theorem on weighted modulation spaces. 展开更多
关键词 sharpness product inequalities convolution inequalities EMBEDDING WEIGHTED modulation spaces
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Variational reconstruction using subdivision surfaces with continuous sharpness control 被引量:1
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作者 Xiaoqun Wu Jianmin Zheng +1 位作者 Yiyu Cai Haisheng Li 《Computational Visual Media》 CSCD 2017年第3期217-228,共12页
We present a variational method for subdivision surface reconstruction from a noisy dense mesh. A new set of subdivision rules with continuous sharpness control is introduced into Loop subdivision for better modeling ... We present a variational method for subdivision surface reconstruction from a noisy dense mesh. A new set of subdivision rules with continuous sharpness control is introduced into Loop subdivision for better modeling subdivision surface features such as semi-sharp creases, creases, and corners. The key idea is to assign a sharpness value to each edge of the control mesh to continuously control the surface features.Based on the new subdivision rules, a variational model with L_1 norm is formulated to find the control mesh and the corresponding sharpness values of the subdivision surface that best fits the input mesh. An iterative solver based on the augmented Lagrangian method and particle swarm optimization is used to solve the resulting non-linear, non-differentiable optimization problem. Our experimental results show that our method can handle meshes well with sharp/semi-sharp features and noise. 展开更多
关键词 variational model subdivision surface sharpness surface reconstruction L1 norm
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SHARP反馈法结合翻转课堂在肾内科临床实习带教中的应用与分析
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作者 丁通 王晶 《中文科技期刊数据库(引文版)教育科学》 2025年第7期001-004,共4页
探析SHARP反馈法结合翻转课堂在肾内科临床实习带教中的应用效果与价值。方法 样本入选起始与终止时间:2023年7月-2024年6月,80名肾内科实习生,依照奇偶序列法分组,各40名。对照组采取常规带教,观察组采取SHARP反馈法联合翻转课堂教学,... 探析SHARP反馈法结合翻转课堂在肾内科临床实习带教中的应用效果与价值。方法 样本入选起始与终止时间:2023年7月-2024年6月,80名肾内科实习生,依照奇偶序列法分组,各40名。对照组采取常规带教,观察组采取SHARP反馈法联合翻转课堂教学,比较两组各项教学指标。结果 结束后观察组理论知识、病例分析能力、临床思维、团队协作能力、沟通能力、临床诊疗能力均更高,具有差异(P<0.05);带教结束后观察组教学重量和教学满意度均较高,差异显著(P<0.05)。结论 SHARP反馈法结合翻转课堂对肾内科临床实习带教学习成绩、综合能力、教学质量、带教满意度提升等均可产生积极影响,值得推荐和应用。 展开更多
关键词 肾内科 临床实习 SHARP反馈法 翻转课堂 教学质量
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最优择时交易策略
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作者 吴燕 《金融》 2025年第4期758-769,共12页
本文基于数据驱动的统计套利策略,以收益指标累计回报和风险效率指标年化Sharpe比率作为策略优劣的度量,分别考虑了均线策略、月初买入月末卖出策略、涨跌买卖策略以及一直持有四种交易策略的优劣。研究发现:均线策略中,“短期移动均线... 本文基于数据驱动的统计套利策略,以收益指标累计回报和风险效率指标年化Sharpe比率作为策略优劣的度量,分别考虑了均线策略、月初买入月末卖出策略、涨跌买卖策略以及一直持有四种交易策略的优劣。研究发现:均线策略中,“短期移动均线上穿长期移动均线时买入,长期移动均线上穿短期移动均线时卖出”方法对于不同交易频率、有无交易成本、个股或者大盘股这类波动较大的资产均能获得正向收益且风险效率较高;四种策略中,均线策略最优,月初买入月末卖出策略次之,然后是一直持有策略,涨跌买卖策略最差。本文还发现,经济基本面与股市收盘价表现显著正相关。通过对大盘股和个股进行不同策略的建模及量化分析,本文论证了均线策略最优,且它对于波动较大的资产有一定通用性和可靠性,试图为辅助交易和自动化做市提供操作依据。 展开更多
关键词 均线策略 涨跌买卖策略 累计回报 年化Sharpe比率 收盘价
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Sharp Interface Establishment through Slippery Fluid in Steady Exchange Flows under Stratification
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作者 Mustafa Turkyilmazoglu Abdulaziz Alotaibi 《Computer Modeling in Engineering & Sciences》 2025年第6期2847-2865,共19页
The variable salinity in stored reservoirs connected by a long channel attracts the attention of scientists worldwide,having applications in environmental and geophysical engineering.This study explores the impact of ... The variable salinity in stored reservoirs connected by a long channel attracts the attention of scientists worldwide,having applications in environmental and geophysical engineering.This study explores the impact of Navier slip conditions on exchange flows within a long channel connecting two large reservoirs of differing salinity.These horizontal density gradients drive the flow.We modify the recent one-dimensional theory,developed to avoid runaway stratification,to account for the presence of uniform slip walls.By adjusting the parameters of the horizontal density gradient based on the slip factor,we resolve analytically various flow regimes ranging from high diffusion to transitional high advection.These regimes are governed by physical parameters like channel aspect ratio,slip factor,Schmidt number,and gravitational Reynolds number.Our solutions align perfectly with ones in the no-slip limit.More importantly,under the conditions of no net flow across the channel and high Schmidt number(where stratification is concentrated near the channel’s mid-layer),we derive a closed-form solution for the slip parameter,aspect ratio,and gravitational Reynolds number that describes the interface’s behavior as a sharp interface separating two distinct zones.This interface,arising from hydrostatic wall gradients,ultimately detaches the low-and high-density regimes throughout the channel when the gravitational Reynolds number is inversely proportional to the aspect ratio for a fixed slip parameter.This phenomenon,observed previously in 2D numerical simulations with no-slip walls in the literature,is thus confirmed by our theoretical results.Our findings further demonstrate that wall slip leads to distinct and diverse flow regimes. 展开更多
关键词 STRATIFICATION density gradient exchange flow wall slip sharp interface
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Impact of a new pesticide on rhizosphere microbes and plant health:Case study of Y17991 against sharp eyespot in wheat
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作者 Xiangxia Yang Tingting Chen +2 位作者 Libo Xiang Limin Liu Mi Wei 《Journal of Integrative Agriculture》 2025年第2期769-785,共17页
Sharp eyespot(Rhizoctonia cerealis)is a widespread soil-borne fungal disease that poses a severe threat to wheat health,and it is one of the main obstacles to achieving stable and high-quality wheat yields in China.Ou... Sharp eyespot(Rhizoctonia cerealis)is a widespread soil-borne fungal disease that poses a severe threat to wheat health,and it is one of the main obstacles to achieving stable and high-quality wheat yields in China.Our collaborative team has developed a novel,efficient,and low-toxicity fungicide named Y17991(N-(2-(2,4-bis-(trifluoromethyl)phenoxy)phenyl)-3-(difluoromethyl)-1-methyl-1H-pyrazole-4-carboxamide).Preliminary laboratory tests confirmed the significant inhibitory effect of this agent on R.cerealis.Large-area field trials also demonstrated its efficacy,with a disease prevention index of 83.52%,which is 1.97%greater than that of the widely used thifluzamide,and it significantly increased the wheat yield.Moreover,this study explored the impacts of Y17991 on the structure and function of the microbial community in wheat rhizosphere soil.Bacterial communities were more strongly affected than fungal communities.Y17991 significantly modulated key amino acid metabolic pathways and certain biosynthetic processes in diseased wheat rhizospheres,and it also enhanced certain biosynthetic pathways and metabolic activities in healthy wheat rhizospheres.Additionally,the application of Y17991 regulated rhizosphere metabolites,thus exerting significant control over the microbial community.We identified 15 microbial strains potentially involved in the prevention and treatment of R.cerealis,and Y17991 treatment promoted the growth of Pedobacter and Bacillus strains.These strains not only aid in plant growth but they also have the potential for disease prevention.In summary,Y17991 application at a reasonable dose does not cause significant disruption to nontarget rhizosphere microbial communities.In future studies,we will continue to investigate the impacts of Y17991 on nonmicrobial components in soil ecosystems,such as protozoa and nematodes.Our research provides a theoretical basis for the scientific application and promotion of new fungicides and offers a significant reference for establishing a comprehensive system for assessing the ecological impact of pesticides on the environment. 展开更多
关键词 PESTICIDE sharp eyespot rhizosphere microbial community rhizosphere metabolites culturable microorganisms
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Endoscopic removal of an embedded chicken bone in the esophagus:A case report
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作者 Qi Luo Lin Tang +3 位作者 Lian-Song Ye Zhi-Jie Jiang Yi Mou Bing Hu 《World Journal of Gastrointestinal Endoscopy》 2025年第2期79-83,共5页
BACKGROUND Sharp foreign body ingestion can cause gastrointestinal tract mucosa injury and requires proper endoscopic removal.Typically,protective devices are used to reduce mucosal damage.This case presents an altern... BACKGROUND Sharp foreign body ingestion can cause gastrointestinal tract mucosa injury and requires proper endoscopic removal.Typically,protective devices are used to reduce mucosal damage.This case presents an alternative approach for the endoscopic removal of a large,irregular,and sharp foreign body(chicken bone)when traditional protective devices are inadequate,thus contributing to the management of such ingestions.CASE SUMMARY A 57-year-old male presented with a history of swallowing an irregular and sharp-pointed chicken bone.Emergent endoscopy showed it was tightly embedded in the esophageal wall,with minor bleeding.The chicken bone was grasped and moved cautiously using a foreign forceps.It was loosened after repeated attempts but could not pass through the pharynx.Considering possible mucosal damage,it was carefully pushed into the stomach cavity and then wrapped in a condom.The chicken bone was retrieved uneventfully by grasping the open edge of the condom with foreign forceps.No additional damage was found,except for primary esophageal injuries caused by the embedded chicken bone.The patient was discharged on the following day.Our experience demonstrated that condoms can be an alternative as a protective device under such conditions.CONCLUSION Condoms can serve as an alternative when traditional protective devices are unsuitable.Because of its smooth and oily nature,it can provide mucosal protection and lubrication during endoscopic removal. 展开更多
关键词 Chicken bone ingestion ENDOSCOPY Esophageal injury Sharp foreign body removal Case report
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Bifurcation dynamics govern sharp wave ripple generation and rhythmic transitions in hippocampal-cortical memory networks
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作者 Xin Jiang Jialiang Nie +1 位作者 Denggui Fan Lixia Duan 《Chinese Physics B》 2025年第12期534-548,共15页
This study investigates the bifurcation dynamics underlying rhythmic transitions in a biophysical hippocampal–cortical neural network model.We specifically focus on the membrane potential dynamics of excitatory neuro... This study investigates the bifurcation dynamics underlying rhythmic transitions in a biophysical hippocampal–cortical neural network model.We specifically focus on the membrane potential dynamics of excitatory neurons in the hippocampal CA3 region and examine how strong coupling parameters modulate memory consolidation processes.Employing bifurcation analysis,we systematically characterize the model's complex dynamical behaviors.Subsequently,a characteristic waveform recognition algorithm enables precise feature extraction and automated detection of hippocampal sharp-wave ripples(SWRs).Our results demonstrate that neuronal rhythms exhibit a propensity for abrupt transitions near bifurcation points,facilitating the emergence of SWRs.Critically,temporal rhythmic analysis reveals that the occurrence of a bifurcation is not always sufficient for SWR formation.By integrating one-parameter bifurcation analysis with extremum analysis,we demonstrate that large-amplitude membrane potential oscillations near bifurcation points are highly conducive to SWR generation.This research elucidates the mechanistic link between changes in neuronal self-connection parameters and the evolution of rhythmic characteristics,providing deeper insights into the role of dynamical behavior in memory consolidation. 展开更多
关键词 hippocampal-cortical memory networks bifurcation analysis rhythmic transitions sharp wave ripples
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An automated adaptive trading system for enhanced performance of emerging market portfolios
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作者 Cristiana Tudor Robert Sova 《Financial Innovation》 2025年第1期2064-2102,共39页
One of the most notable developments in the asset management industry in recent decades has been the growth of algorithmic trading.At the same time,significant structural changes in the industry have occurred,with pas... One of the most notable developments in the asset management industry in recent decades has been the growth of algorithmic trading.At the same time,significant structural changes in the industry have occurred,with passive investing gaining momentum.The intersection of these two major trends poses special challenges during market downturns,magnifying portfolio losses and leading to significant outflows.Emerging market(EM)investors have seen two major downturn events in the 2020s,namely the COVID-19 pandemic and the Russia-Ukraine conflict,both of which have strongly affected EM portfolios’risk-return profiles and increased their correlations with their developed market counterparts,eliminating much or all of EMs’diversification benefits.This has led to major capital outflows from EM countries,further destabilizing these fragile economies.Against this backdrop,we argue that capital need not exit these riskier markets during periods of turmoil and support this by developing a second-generation Automated Adaptive Trading System(AATS)back-tested on a relevant,diversified EM portfolio that tracks the Morgan Stanley Capital International(MSCI)Emerging Markets Index during a volatile period characterized by negative returns,high risk,and a high correlation with global markets for the buy-and-hold EM portfolio.The system incorporates an Autoregressive Moving Average-Generalized AutoRegressive Conditional Heteroskedasticity model that offers an interpretability advantage over machine-learning methods.The main strength of the AATS is its ability to allow the embedded hybrid forecasting model to adapt to the changing environments that characterize EMs.This is done by implementing a recursive window technique and running a user-specified fitness function to dynamically optimize the mean equation parameters throughout the lead time.Back-testing several configurations of the flexible AATS consistently reveals its superiority while assuring the robustness of the results.We conclude that with the right investment tools,EMs continue to offer compelling opportunities that should not be overlooked.The novel AATS proposed in this study is such a tool,providing active EM investors with substantial value-added through its ability to generate abnormal returns,and can help to enhance the resilience of EMs by mitigating the cost of crises for those countries. 展开更多
关键词 Algorithmic trading Emerging markets Forecasting Recursive window Sharpe ratio Trading performance Trading rules Trading signals Trading system
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Weighted estimates for multilinear commutators of multilinear singular integral operators with generalized kernels
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作者 LIN Yan YANG Qing ZHANG Pu 《Applied Mathematics(A Journal of Chinese Universities)》 2025年第3期741-751,共11页
In this paper,the authors study the multilinear commutators generated by a class of multilinear singular integral operators with generalized kernels and Lipschitz functions.By establishing the sharp maximal estimates,... In this paper,the authors study the multilinear commutators generated by a class of multilinear singular integral operators with generalized kernels and Lipschitz functions.By establishing the sharp maximal estimates,the boundedness of this kind of multilinear commutators on product of weighted Lebesgue spaces can be obtained. 展开更多
关键词 multilinear singular integral sharp maximal function Lipschitz function multilinear commutator
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Charge Transfer at the Ni_(3)InN/SrVO_(3) Heterointerfaces
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作者 Ting Cui Ying Zhou +13 位作者 Qinghua Zhang Qianying Wang Dongke Rong Haitao Hong Songhee Choi Axin Xie Jun-Jie Zhang Can Wang Chen Ge Lin Gu Shanmin Wang Kuijuan Jin Shuai Dong Er-Jia Guo 《Chinese Physics Letters》 2025年第10期212-220,共9页
Heterointerfaces have been pivotal in unveiling extraordinary interfacial properties and enabling multifunctional material platforms.Despite extensive research on all-oxide interfaces,heterointerfaces between differen... Heterointerfaces have been pivotal in unveiling extraordinary interfacial properties and enabling multifunctional material platforms.Despite extensive research on all-oxide interfaces,heterointerfaces between different material classes,such as oxides and nitrides,remain underexplored.Here we present the fabrication of atomically sharp heterointerfaces between antiperovskite Ni_(3)InN and perovskite SrVO_(3).Leveraging layer-resolved scanning transmission electron microscopy and electron energy loss spectroscopy,we identified pronounced charge transfer across the well-ordered interface.First-principles calculations confirmed our experimental observations and further predicted an emergent magnetic moment within the Ni_(3)InN layer due to the charge transfer.These findings pave the way for novel electronic and spintronic applications by enabling tunable interfacial properties in nitride/oxide systems. 展开更多
关键词 multifunctional material platformsdespite scanning transmission electron microscopy electron energy loss spectrosco heterointerfaces fabrication atomically sharp heterointerfaces interfacial properties ni inn charge transfer
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A review on Urbanization and Production of Space:A Multi-scalar Empirical Study Based on China's Cases
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作者 Ali Cheshmehzangi 《Journal of Geographical Sciences》 2025年第2期453-454,共2页
In sharp contrast to Western urbanization models, the distinctive feature of China's rapid urbanization lies in the production of space. This is not only a crucial entry point for comprehending China's urbaniz... In sharp contrast to Western urbanization models, the distinctive feature of China's rapid urbanization lies in the production of space. This is not only a crucial entry point for comprehending China's urbanization path but also provides a new orientation for global urban studies. 展开更多
关键词 URBANIZATION URBANIZATION SHARP
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Solving fluid flow in discontinuous heterogeneous porous media and multi-layer strata with interpretable physics-encoded finite element network
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作者 Xi Wang Wei Wu He-Hua Zhu 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第9期5509-5525,共17页
Physics-informed neural networks(PINNs)have prevailed as differentiable simulators to investigate flow in porous media.Despite recent progress PINNs have achieved,practical geotechnical scenarios cannot be readily sim... Physics-informed neural networks(PINNs)have prevailed as differentiable simulators to investigate flow in porous media.Despite recent progress PINNs have achieved,practical geotechnical scenarios cannot be readily simulated because conventional PINNs fail in discontinuous heterogeneous porous media or multi-layer strata when labeled data are missing.This work aims to develop a universal network structure to encode the mass continuity equation and Darcy’s law without labeled data.The finite element approximation,which can decompose a complex heterogeneous domain into simpler ones,is adopted to build the differentiable network.Without conventional DNNs,physics-encoded finite element network(PEFEN)can avoid spectral bias and learn high-frequency functions with sharp/steep gradients.PEFEN rigorously encodes Dirichlet and Neumann boundary conditions without training.Benefiting from its discretized formulation,the discontinuous heterogeneous hydraulic conductivity is readily embedded into the network.Three typical cases are reproduced to corroborate PEFEN’s superior performance over conventional PINNs and the PINN with mixed formulation.PEFEN is sparse and demonstrated to be capable of dealing with heterogeneity with much fewer training iterations(less than 1/30)than the improved PINN with mixed formulation.Thus,PEFEN saves energy and contributes to low-carbon AI for science.The last two cases focus on common geotechnical settings of impermeable sheet pile in singlelayer and multi-layer strata.PEFEN solves these cases with high accuracy,circumventing costly labeled data,extra computational burden,and additional treatment.Thus,this study warrants the further development and application of PEFEN as a novel differentiable network in porous flow of practical geotechnical engineering. 展开更多
关键词 Finite element method(FEM) Physics-informed neural network(PINN) Carbon neutrality Sheet pile Sharp/steep gradients Porous flow
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抗环瓜氨酸肽抗体与类风湿关节炎骨侵蚀的相关性 被引量:15
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作者 吴殿臣 张正宇 +2 位作者 谭魁麟 谭军 饶艳婷 《江苏大学学报(医学版)》 CAS 2010年第4期324-326,共3页
目的:探讨类风湿关节炎(RA)骨侵蚀与抗环瓜氨酸肽抗体(抗CCP抗体)的相关性。方法:通过测定血清抗CCP抗体将112名RA患者分成抗CCP抗体阳性组与阴性组,于治疗前后分别计算X片中骨侵蚀Sharp评分及疾病活动度DAS28评分,对两组之间差异进行... 目的:探讨类风湿关节炎(RA)骨侵蚀与抗环瓜氨酸肽抗体(抗CCP抗体)的相关性。方法:通过测定血清抗CCP抗体将112名RA患者分成抗CCP抗体阳性组与阴性组,于治疗前后分别计算X片中骨侵蚀Sharp评分及疾病活动度DAS28评分,对两组之间差异进行统计分析。结果:抗CCP抗体阳性组64例,Sharp评分在治疗前后分别为0.135±0.224,1.216±2.228;抗CCP抗体阴性组48例,Sharp评分在治疗前后分别为0.108±0.273,0.562±1.244。抗CCP抗体阳性组DAS28评分在治疗前后分别为4.216±1.228,2.714±1.761,抗CCP抗体阴性组DAS28评分在治疗前后分别为4.114±1.651,2.505±1.841,治疗后两组Sharp评分差异有统计学意义,阳性组大于阴性组;而治疗后两组DAS28评分差异无统计学意义。结论:抗CCP抗体与X线提示的RA骨侵蚀有相关性。 展开更多
关键词 类风湿关节炎 骨侵蚀 抗环瓜氨酸肽抗体 Sharp评分
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中国开放式基金投资风格分析 被引量:15
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作者 董铁牛 杨乃定 邵予工 《管理评论》 CSSCI 2008年第7期3-9,共7页
提出了一种Gap statistic聚类分析与Sharpe模型相结合的投资风格分类方法,以及仅利用基金与风格资产收益率来衡量投资策略的近似方法。实证结果表明,债券型基金投资风格与其声称完全一致,且不存在漂移现象,股票、混合型基金的投资风格... 提出了一种Gap statistic聚类分析与Sharpe模型相结合的投资风格分类方法,以及仅利用基金与风格资产收益率来衡量投资策略的近似方法。实证结果表明,债券型基金投资风格与其声称完全一致,且不存在漂移现象,股票、混合型基金的投资风格以大盘成长型为主并日趋明显,与其声称背离较大,漂移现象严重。基金大多采用动量投资策略,股票-中盘成长型的动量效应最明显,债券型基金反之。研究方法论为基金投资风格分类及投资策略衡量提供了新思路。 展开更多
关键词 开放式基金 投资风格 聚类分析 Sharpe模型
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