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智能体工厂:大小模型协作学习
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作者 李书缘 童咏昕 +2 位作者 杨强 周子慕 刘博一 《计算》 2025年第6期83-90,共8页
飞速发展的大模型技术展现出了颠覆行业的潜力,而智能体正是大模型在具体场景落地的重要载体。然而出于商业竞争、隐私安全等方面的考量,大模型与智能体的发展面临模型孤岛与数据缺口困境,各方模型参数与私域数据流通不畅。针对此问题,... 飞速发展的大模型技术展现出了颠覆行业的潜力,而智能体正是大模型在具体场景落地的重要载体。然而出于商业竞争、隐私安全等方面的考量,大模型与智能体的发展面临模型孤岛与数据缺口困境,各方模型参数与私域数据流通不畅。针对此问题,本研究提出“智能体工厂”这一概念,以实现多方模型与数据相互结合生产智能体的完整链条。其核心技术是基于大小模型间协作的机器学习范式,能在保护模型与数据隐私前提下,借助联邦学习、迁移学习、知识蒸馏与强化学习等工具,实现从模型学习模型以最终生成智能体的目标。随着模型竞争与数据缺口的态势愈发严峻,相信基于大小模型协作学习的智能体工厂在金融风控、医疗健康等各行各业将大有可为。 展开更多
关键词 大模型智能体 模型孤岛 模型协作 联邦学习 迁移学习 知识蒸馏
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Formation and solute segregation for an asymmetric tilt boundary on{1012}twin boundaries 被引量:1
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作者 qiang yang Shuhui Lv +3 位作者 Peng Chen Zefeng Xie Shuo Zhou Xin Qiu 《Journal of Magnesium and Alloys》 2025年第2期583-591,共9页
Asymmetric tilt boundaries on conventional twin boundaries(TBs)are significant for understanding the role of twins on coordinating plastic deformation in many metallic alloys.However,the formation modes of many asymme... Asymmetric tilt boundaries on conventional twin boundaries(TBs)are significant for understanding the role of twins on coordinating plastic deformation in many metallic alloys.However,the formation modes of many asymmetric tilt boundaries are hard to be accounted for based on traditional theoretical models,and the corresponding solute segregation is complex.Herein,atomic structures of a specific asymmetric boundary on{1012}TBs were reveled using aberration-corrected high-angle annular dark-field scanning transmission electron microscopy(HAADF-STEM),molecular dynamics(MD)and density functional theory(DFT)simulations.Reaction between<a60>M dislocations and the{1012}TB can generate a~61°/25°asymmetric tilt boundary.The segregation of Gd and Zn atoms is closely related to the aggregateddislocations and the interfacial interstices of the asymmetric tilt boundary,which is energetically favorable in reducing the total system energy. 展开更多
关键词 Magnesium alloy Transmission electron microscopy Twin boundary DISLOCATION SEGREGATION
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甲泼尼龙对机械通气相关性肺损伤大鼠肺组织水通道蛋白5表达的影响 被引量:6
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作者 瞿敏 茅顺洪 +5 位作者 缴宝杰 史丹丹 杨强 刘香阁 马志红 李慧智 《医药导报》 CAS 北大核心 2018年第12期1441-1445,共5页
目的探讨甲泼尼龙(Mp)对机械通气相关性肺损伤大鼠肺组织水通道蛋白5(AQP5)表达影响及其作用机制。方法将100只SD大鼠随机分为5组:正常对照组(C组)、机械通气组(V组)和不同剂量甲泼尼龙组(Mp1,Mp_2,Mp_3组)。C组不行机械通气,自然呼吸空... 目的探讨甲泼尼龙(Mp)对机械通气相关性肺损伤大鼠肺组织水通道蛋白5(AQP5)表达影响及其作用机制。方法将100只SD大鼠随机分为5组:正常对照组(C组)、机械通气组(V组)和不同剂量甲泼尼龙组(Mp1,Mp_2,Mp_3组)。C组不行机械通气,自然呼吸空气; V组:大潮气量机械通气4 h,吸入氧浓度为21%; Mp1,Mp_2,Mp_3组:机械通气前10 min分别静脉注射Mp 2,10,30 mg·kg^(-1)。于插管即刻,机械通气1,2和4 h(t1-4)时采集股动脉血样,进行动脉血气分析,计算氧合指数(OI)。机械通气4 h后放血处死大鼠,检测肺通透指数(LPI)与肺湿干重(W/D)比;Western blotting法检测p38丝裂原活化蛋白激酶(p38MAPK)、磷酸化p38丝裂原活化蛋白激酶(p-p38MAPK)和水通道蛋白5(AQP5)的表达水平,计算p-p38MAPK/p38MAPK比值;采用RT-PCR法测定AQP5 mRNA表达;光镜下观察各组肺组织病理变化,计算肺泡损伤率(IAR)。结果与C组比较,V组和Mp1组OI降低,肺组织W/D比、LPI和IAR升高(P<0.05),p-p38MAPK表达水平和p-p38MAPK/p38MAPK比值升高(P<0.05),AQP5和AQP5 mRNA表达水平下降(均P<0.05),Mp_2和Mp_3组上述指标差异无统计学意义(P>0.05);与V组比较,Mp_2和Mp_3组OI升高,肺组织W/D比、LPI和IAR降低(P<0.05),肺组织p-p38MAPK表达水平和p-p38MAPK/p38MAPK比值下降(P<0.05),AQP5和AQP5 mRNA表达水平升高(P<0.05),Mp_2和Mp_3组上述指标差异无统计学意义(P>0.05)。Mp_2和Mp_3组肺组织病理学损伤较V组减轻。结论 Mp可减轻大鼠机械通气相关性肺损伤,其机制与抑制p38MAPK磷酸化、上调AQP5表达有关,中等剂量甲泼尼龙为较合适的肺保护剂量。 展开更多
关键词 甲泼尼龙 肺损伤 机械通气相关性 P38丝裂原活化蛋白激酶类 水通道蛋白5
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Combined micromixing and coalescence separation for improved oil desulfurization
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作者 Yaohua Huang Huatong Zhu +3 位作者 Heping Wu Lele Zhang Hao Lu qiang yang 《Chinese Journal of Chemical Engineering》 2025年第7期191-198,共8页
In petroleum,mercaptan impurities generate malodorous fumes that pose risks to both human health and the environment,and leading to substandard oil quality.Lye desulfurization is a widely employed technique for elimin... In petroleum,mercaptan impurities generate malodorous fumes that pose risks to both human health and the environment,and leading to substandard oil quality.Lye desulfurization is a widely employed technique for eliminating mercaptans from oil.In traditional scrubber towers,lye and oil are poorly mixed,the desulfurization efficiency is low,and the lye consumption is high.To enhance washing efficiency,a droplet micromixer and corresponding fiber coalescence separator were developed.By optimizing the structure and operating parameters,more effective mixing and separation were achieved,and both caustic washing and desulfurization were enhanced.The proposed mixer/separator outperforms the industry standard by reducing the caustic loading by 30%and offers superior economic and engineering performances.The results of this study offer a direction for designing and optimizing a mercaptan removal unit to enhance the scrubbing effectiveness and decrease expenses to achieve more efficient and green production process. 展开更多
关键词 Oil desulfurization Mixing Fiber coalescence MERCAPTAN Optimal design SEPARATION
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基于成丝效应的超快激光加工技术工业化应用研究之探析 被引量:4
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作者 季凌飞 Amina +5 位作者 燕天阳 王文豪 王亭入 林真源 杨强 胡莉婷 《光电工程》 CAS CSCD 北大核心 2017年第9期851-861,共11页
激光成丝是超快激光在透明介质传输中的一种非线性光学现象,来源于光克尔效应引起的激光光束自聚焦与弱电离产生的等离子体散焦之间的动态平衡,对其超长传输物理特征非衍射性的调控在研发新一代超快激光材料加工技术上具有至关重要的作... 激光成丝是超快激光在透明介质传输中的一种非线性光学现象,来源于光克尔效应引起的激光光束自聚焦与弱电离产生的等离子体散焦之间的动态平衡,对其超长传输物理特征非衍射性的调控在研发新一代超快激光材料加工技术上具有至关重要的作用。本文面向激光制造现代工程应用的发展需求,对基于光丝效应的激光高精加工研究现状进行了调研和总结,从激光成丝物理现象、基本机制和特征优势出发,介绍了超快激光在气、液及固体不同介质中光丝引导加工工艺的研发进展,对技术发展中的问题和前景进行了思考与分析。 展开更多
关键词 超快激光 成丝效应 透明介质 高精加工
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Exploring low-alloyed as-extruded Mg alloy with high strength and high corrosion resistance
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作者 Rirong Bao Jinghuai Zhang +6 位作者 Yuying He Zehua Li Shujuan Liu Hao Dong qiang yang Xiaobo Zhang Xin Qiu 《Journal of Magnesium and Alloys》 2025年第9期4610-4627,共18页
The tradeoff between strength and corrosion resistance restricts the development of low-alloyed magnesium(Mg)alloys.In this work,a low-alloyed Mg-1Sm-0.8Mn-0.5Ca-0.4Zn alloy was prepared through a simple process of co... The tradeoff between strength and corrosion resistance restricts the development of low-alloyed magnesium(Mg)alloys.In this work,a low-alloyed Mg-1Sm-0.8Mn-0.5Ca-0.4Zn alloy was prepared through a simple process of conventional casting followed by proper hotextrusion.The as-extruded alloy exhibits a very high yield strength of 402 MPa,an acceptable elongation of 5%,and a low corrosion rate of 0.56 mm y^(-1) which is close to that of high-purity Mg,and such comprehensive properties are superior to most reported Mg alloys,whether high alloying or low alloying.The special fine microstructure is responsible for high strength,including fine dynamic recrystallized(DRXed)grains,strong textured un-DRXed grains,dislocations and uniformly dispersed nano-spaced α-Mn nano-precipitates.An important finding of this study is that the corrosion film microstructure has amorphous characteristics,and this inevitably contributes to the high film protectiveness,and finally improves the corrosion resistance of the as-extruded alloy with relatively strong micro-galvanic corrosion tendency.In addition,the influence of micro/submicron-sized Mg_(2)Ca with anodic nature and nano-sized cathode α-Mn precipitates with strong strengthening effect on the corrosion film is also discussed.This study suggests that the strength-corrosion tradeoff can be evaded by regulating the microstructure of alloy substrate and corrosion film in the low-alloyed Mg alloy. 展开更多
关键词 Mg alloy MICROSTRUCTURE High strength Corrosion resistance Amorphous film
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A physics knowledge-based surrogate model framework for timedependent slope deformation:Considering water effect and sliding states
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作者 Wenyu Zhuang Yaoru Liu +3 位作者 Kai Zhang Qingchao Lyu Shaokang Hou qiang yang 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第9期5416-5436,共21页
The surrogate model serves as an efficient simulation tool during the slope parameter inversion process.However,the creep constitutive model integrated with dynamic damage evolution poses challenges in development of ... The surrogate model serves as an efficient simulation tool during the slope parameter inversion process.However,the creep constitutive model integrated with dynamic damage evolution poses challenges in development of the required surrogate model.In this study,a novel physics knowledge-based surrogate model framework is proposed.In this framework,a Transformer module is employed to capture straindriven softening-hardening physical mechanisms.Positional encoding and self-attention are utilized to transform the constitutive parameters associated with shear strain,which are not directly time-related,into intermediate latent features for physical loss calculation.Next,a multi-layer stacked GRU(gated recurrent unit)network is built to provide input interfaces for time-dependent intermediate latent features,hydraulic boundary conditions,and water-rock interaction degradation equations,with static parameters introduced via external fully-connected layers.Finally,a combined loss function is constructed to facilitate the collaborative training of physical and data loss,introducing time-dependent weight adjustments to focus the surrogate model on accurate deformation predictions during critical phases.Based on the deformation of a reservoir bank landslide triggered by impoundment and subsequent restabilization,an elasto-viscoplastic constitutive model that considers water effect and sliding state dependencies is developed to validate the proposed surrogate model framework.The results indicate that the framework exhibits good performance in capturing physical mechanisms and predicting creep behavior,reducing errors by about 30 times compared to baseline models such as GRU and LSTM(long short-term memory),meeting the precision requirements for parameter inversion.Ablation experiments also confirmed the effectiveness of the framework.This framework can also serve as a reference for constructing other creep surrogate models that involve non-time-related across dimensions. 展开更多
关键词 Reservoir bank slope Time-dependent deformation Elasto-viscoplastic constitutive model Physics knowledge-based deep learning Surrogate model
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Performance Evaluation of Damaged T-Beam Bridges with External Prestressing Reinforcement Based on Natural Frequencies
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作者 Menghui Hao Shanshan Zhou +4 位作者 Yongchao Han Zhanwei Zhu qiang yang Panxu Sun Jiajun Fan 《Structural Durability & Health Monitoring》 2025年第2期399-415,共17页
As an evaluation index,the natural frequency has the advantages of easy acquisition and quantitative evaluation.In this paper,the natural frequency is used to evaluate the performance of external cable reinforced brid... As an evaluation index,the natural frequency has the advantages of easy acquisition and quantitative evaluation.In this paper,the natural frequency is used to evaluate the performance of external cable reinforced bridges.Numerical examples show that compared with the natural frequencies of first-order modes,the natural frequencies of higher-order modes are more sensitive and can reflect the damage situation and external cable reinforcement effect of T-beam bridges.For damaged bridges,as the damage to the T-beam increases,the natural frequency value of the bridge gradually decreases.When the degree of local damage to the beam reaches 60%,the amplitude of natural frequency change exceeds 10%for the first time.The natural frequencies of the firstorder vibration mode and higher-order vibration mode can be selected as indexes for different degrees of the damaged T-beam bridges.For damaged bridges reinforced with external cables,the traditional natural frequency of the first-order vibration mode cannot be used as the index,which is insensitive to changes in prestress of the external cable.Some natural frequencies of higher-order vibration modes can be selected as indexes,which can reflect the reinforcement effect of externally prestressed damaged T-beam bridges,and its numerical value increases with the increase of external prestressed cable force. 展开更多
关键词 Performance evaluation natural frequency T-beam bridge DAMAGE external cable reinforcement
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Pilot test study on a new physical treatment method for the electric desalting wastewater
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作者 Binghe Li Shaoxuan Li +4 位作者 Yu Li Haonan Liu Shuo Huang qiang yang Yiqian Liu 《Journal of Environmental Sciences》 2025年第10期806-820,共15页
Electric desalting wastewater(EDW)is one of the petrochemical wastewater generated in the production process of petrochemical industry,due to the instability of its water quality,the traditional wastewater treatment t... Electric desalting wastewater(EDW)is one of the petrochemical wastewater generated in the production process of petrochemical industry,due to the instability of its water quality,the traditional wastewater treatment technology is complex,high energy consumption,and will produce waste causing secondary pollution,posing challenges in terms of environmental protection,technology,and economy.This study utilized an on-site test to investigate the possibility of a new short-process physical method to replace traditional electro-chemical,oil-separation,and two-stage air floating physical chemistry processes,in response to optimizing the treatment effect,thus reducing the cost of treatment and carbon emissions.Following this test,this new short-flow physical method process could improve the efficiency of oil and suspend solid(SS)removal by 15.48%and 58.72%,and providing 78.37%and 75.55%the operating costs and carbon emissions savings,respectively.This system also reduced the production of waste solids,volatile organic compounds,and other three-waste compared with the traditional process.These benefits offer environmental and economic advantages,and this process serves as an efficient strategy to treat wastewater for electric desalination,and can be served as a completely new technological and process option for the treatment of EDW. 展开更多
关键词 Electric desalting wastewater Physical method Oil and suspend solid separation Economic cost analysis Carbon emissions
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AlO_(2):A novel two-dimensional material with a high negative Poisson's ratio for the adsorption of volatile organic compounds
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作者 Xinghong Cai qiang yang +4 位作者 Yao Tong Lanyin Liu Wutang Zhang Sam Zhang Min Wang 《Chinese Chemical Letters》 2025年第2期529-535,共7页
We propose and investigate a novel stable two-dimensional(2D)AlO_(2)with anomalous stoichiometric ratios based on first-principles calculation.2D AlO_(2)has metallic properties.It possesses the rare in-plane and out-o... We propose and investigate a novel stable two-dimensional(2D)AlO_(2)with anomalous stoichiometric ratios based on first-principles calculation.2D AlO_(2)has metallic properties.It possesses the rare in-plane and out-of-plane negative Poisson's ratio(NPR)phenomenon,originating from its special sawtooth-like structure.The absolute value of the NPR decreases as the number of layers increases.The adsorption of volatile organic compounds(VOCs)including CH_(2)O,C_(2)H_(3)Cl and C_(6)H_(6)by AlO_(2)exhibit small adsorption distance,large adsorption energy,large charge transfer and significant density of states(DOS)changes,indicating the presence of strong interactions.The desorption time of each gas molecule on the AlO_(2)surface is also evaluated,and the results further suggest that the desorption of VOCs can be controlled by changing the temperature to achieve the recycling of AlO_(2).These interesting properties make 2D AlO_(2)a promising material for electronic,mechanical and sensing applications for VOCs. 展开更多
关键词 AlO_(2) Negative Poisson's ratio VOCs Two-dimensional material First-principles calculations
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Research on the Morphology and Mechanical Property of Bonding Interfaces Fabricated by Multimaterial Digital Light Processing
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作者 Yazhou Li qiang yang +5 位作者 Fu Wang Lingyun Jian Qianyuan Wang Jintao Xiao Tao Wu Dichen Li 《Additive Manufacturing Frontiers》 2025年第3期147-157,共11页
Multimaterial digital light processing(DLP)three-dimensional(3D)printing technology provides unique advantages in the field of multi material additive manufacturing(MM AM)with its high resolution and rapid shaping cap... Multimaterial digital light processing(DLP)three-dimensional(3D)printing technology provides unique advantages in the field of multi material additive manufacturing(MM AM)with its high resolution and rapid shaping capabilities based on photopolymerization.However,owing to differences in the curing behavior and physical properties of different materials,multimaterial DLP 3D printing faces challenges such as insufficient interfacial bonding strength and unstable mechanical properties.In this study,two resins were integrated by multimaterial DLP 3D printing technology,and the effects of different layer thicknesses and exposure times on the interfacial bonding strength and morphology of the multimaterials were systematically investigated.The interfacial bonding mechanisms of the two resins was analyzed.It was found that increasing the exposure time can improve the interfacial bonding strength between materials,but certain limitations exist.A mathematical model relating the interfacial bonding strength to the exposure time and layer thickness was developed,and optimal process parameters were determined using optimization algorithms.A variable-parameter printing strategy for the interface was proposed to further improve the performance of printed parts.The maximum tensile strength of the multimaterial samples(44.43 MPa)using this strategy reached that of single-material parts(45 MPa),validating the feasibility of this strategy.This provides guidance for multimaterial DLP 3D printing processes and offers valuable insights for the future additive manufacturing of high-performance multimaterial components. 展开更多
关键词 Multimaterial additive manufacturing Bonding interface MORPHOLOGY Mechanical properties Processing parameters
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2D/3D heterojunction carrier dynamics and interface evolution for efficient inverted perovskite solar cells
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作者 Yi Chen Zhu Ma +16 位作者 Zhuowei Du Wei You Junbo yang qiang yang Qian Zhang Hao Du Yixian Li Fuchun Gou Shanyue Hou Shenshen Zheng Fengying Zhang Cheng Huang Yuelong Huang Yan Xiang Liming Ding Kuan Sun Mojtaba Abdi-Jalebi 《Journal of Energy Chemistry》 2025年第3期808-819,共12页
The 2D/3D heterojunction perovskites have garnered increasing attention due to their exceptional moisture and thermal stability.However,few works have paid attention to the influence of the subsequent change process o... The 2D/3D heterojunction perovskites have garnered increasing attention due to their exceptional moisture and thermal stability.However,few works have paid attention to the influence of the subsequent change process of 2D/3D heterojunction PSC on the stability of PSCs.Moreover,the evolution of the interface and carrier dynamic behavior of the 2D/3D perovskite films with long-term operation has not been systematically developed befo re.In this work,the effects of 2D/3 D heterojunction evolution on the interface of perovskite films and different carrier dynamics during 2D/3D evolution are systematically analyzed for the first time.The decomposition of 2D/3D heterojunction in the perovskite film will have a certain impact on the surface and carrier dynamics behavior of perovskite.During the evolution of 2D/3D heterojunction,PbI_(2)crystals will appear,which will improve the interfacial energy level matching between the electron transport layer and perovskite film.With a long evolution time,some holes will appear on the surface of perovskite film.The open circuit voltage(V_(OC))of PSCs increased from 1.14 to1.18 V and the PCE increased to 23.21%after 300 h storage in the nitrogen atmosphere,and maintained 89%initial performance for with 3000 h stability test in N_(2)box.This discovery has a significant role in promoting the development of inverted heterojunction PSCs and constructing the revolution mechanism of charge carrier dynamic. 展开更多
关键词 2D/3D heterojunction INTERFACE Carrier dynamics EVOLUTION Inverted PSCs
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The Growth Trajectory of Moral Disengagement in Junior High School Students: Influence of Trait Aggressiveness and Gender
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作者 Xuezhi Liu Jianxiao Wu +4 位作者 Lingjing Guo Ronghuan Wang qiang yang Baojuan Ye Xiufeng Guo 《International Journal of Mental Health Promotion》 2025年第3期303-318,共16页
Objectives:The aim of this study was to verify the causal relationship between trait aggressiveness(TA)and moral disengagement(MD),know more about the growth trajectory of MD,and explore the effects of gender and TA o... Objectives:The aim of this study was to verify the causal relationship between trait aggressiveness(TA)and moral disengagement(MD),know more about the growth trajectory of MD,and explore the effects of gender and TA on the growth trajectory.Methods:We used the Buss-Perry Aggression Questionnaire and Moral Disengagement Scale to survey 433 Chinese junior high school students longitudinally three times.Results:The results of the random intercept cross-lagged panel model(RI-CLPM)analysis indicated that TA positively predicted MD,while MD did not predict TA at the within-person level.Thus,TA could be considered an antecedent variable of MD.Furthermore,the unconditional latent growth linear model analysis revealed that MD among junior high school students exhibited an upward trend,characterized by an increasing rate of growth over time.In the conditional latent growth linear model analysis,we found that gender influenced only the initial level of MD but had no effect on its growth rate.Conversely,TA demonstrated both delayed and immediate positive effects on the growth of MD.Conclusions:Our findings suggested a one-way cross-lag effect between TA and MD.Additionally,the growth trajectory of MD among junior high school students was found to be ascending.This growth trajectory was influenced by gender and TA,offering valuable insights for the prevention and intervention of behavioral problems in junior high school students. 展开更多
关键词 Moral disengagement trait aggressiveness junior high school students cross-lagged regression analysis latent growth analysis
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Effect of surface recrystallization on high-temperature tensile properties of a directionally solidified DZ409 Ni-based superalloy
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作者 qiang yang Ya-zhou Li +3 位作者 Fu Wang Jing Wang Di-chen Li Jian-tao Wu 《China Foundry》 2025年第4期463-470,共8页
Surface recrystallization(RX) is a typical grain defect observed in directionally solidified(DS) Ni-based superalloys. Most studies have focused on the RX behavior and its impact on the mechanical properties of single... Surface recrystallization(RX) is a typical grain defect observed in directionally solidified(DS) Ni-based superalloys. Most studies have focused on the RX behavior and its impact on the mechanical properties of single-crystal(SC) superalloys, with limited research on its influence on the high-temperature mechanical properties of DS superalloys. This study systematically investigated the effect of RX on the high-temperature tensile properties of a DS DZ409 superalloy. The results show that at 650℃, the yield strength decreases almost linearly with an increase in RX fraction. A significant reduction in elongation is observed as the RX fraction increases from 0% to 4.9%. However, beyond this point, further increase in RX fraction leads to minimal changes in elongation. At 950℃, both yield strength and elongation decrease as the RX fraction increases from 0% to 4.9%. At 650℃, fractures in the RX DS superalloys exhibit a mixed mode of transgranular and intergranular cleavage fracture, while at 950℃, it features a combination of ductile and intergranular dimple fractures. The failure mechanism of the RX DS superalloy is associated with the introduction of transverse grain boundaries(GBs) during RX. In the early stages of tensile testing at intermediate and high temperatures, cracks can easily initiate at these GBs. Subsequently, the cracks propagate along the GBs into the DS matrix, ultimately leading to failure of the DS superalloy. 展开更多
关键词 Ni-based superalloy directional solidification RECRYSTALLIZATION intermediate-and high-temperature tensile properties
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Exceptional functionalized dual-acidic ionic liquid:High-efficiency catalytic reaction medium for oxidation desulfurization
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作者 Ran Liu Chang Wang +6 位作者 qiang yang Jing-Ran yang Chen Liu Liberty Mguni Xin-Ying Liu Ya-Li Yao Fa-Tang Li 《Petroleum Science》 2025年第1期492-507,共16页
The development of highly active functionalized ionic liquids(ILs)as both extractants and catalysts for use in achieving deep desulfurization continues to pose challenges.In this study,a highly efficient oxidative des... The development of highly active functionalized ionic liquids(ILs)as both extractants and catalysts for use in achieving deep desulfurization continues to pose challenges.In this study,a highly efficient oxidative desulfurization system was constructed,composed of dual-acidic ionic liquids(DILs)and H_(2)O_(2)-AcOH.The investigation results of four DILs prepared from different metal chlorides([HSO_(3)C_(3)NEt_(3)]Cl-MnCl_(n),MnCl_(n)=AlCl_(3),ZnCl_(2),CuCl_(2),FeCl_(3))in oxidative desulfurization showed that[HSO_(3)C_(3)NEt_(3)]Cl-AlCl_(3)had an outstanding catalytic effect and significantly promoted the oxidation of sulfides.With a 0.2 g[HSO_(3)C_(3)NEt_(3)]Cl-AlCl_(3),the removal rate of dibenzothiophene(DBT)reached 100%in 10 mL model oil under mild conditions at 55℃for 20 min.The key is its ability to induce the dismutation of su-peroxide anions(·O_(2)^(-)),which facilitates the generation of singlet oxygen(1 O_(2)).The efficient oxidation of DBT is accomplished through a predominantly^(1)O_(2)-mediated_(n)on-radical mechanism.[HSO_(3)C_(3)NEt_(3)]Cl-AlCl_(3)serves as a favorable medium for contact to be made between^(1)O_(2)and sulfides,which indicates an efficient catalytic-adsorption synergy. 展开更多
关键词 Dual-acidic ionic liquid CATALYSIS Oxidation desulfurization Reactive oxygen species
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Noncommutative metasurfaces enabled diverse quantum path entanglement of structured photons
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作者 Yan Wang Yichang Shou +5 位作者 Jiawei Liu qiang yang Shizhen Chen Weixing Shu Shuangchun Wen Hailu Luo 《Opto-Electronic Science》 2025年第10期1-12,共12页
Quantum entanglement, a fundamental concept in quantum mechanics, lies at the heart of many current and futurequantum technologies. A pivotal task is the generation and control of diverse quantum entangled states in a... Quantum entanglement, a fundamental concept in quantum mechanics, lies at the heart of many current and futurequantum technologies. A pivotal task is the generation and control of diverse quantum entangled states in a more compactand flexible manner. Here, we introduce an approach to achieve diverse path entanglement by exploiting the interactionbetween noncommutative metasurfaces and entangled photons. Different from other path entanglements, ourquantum path entanglement is evolution path entanglement of photons on Poincaré sphere. Due to quantum entanglementbetween idler photons and structured signal photons, evolution path of idler photons on the fundamental Poincarésphere can be nonlocally mirrored by structured signal photons on any higher-order Poincaré sphere, resulting in quantumpath entanglement. Benefiting from noncommutative metasurfaces, diverse quantum path entanglement can beswitched across different higher-order Poincaré spheres using distinct combination sequences of metasurfaces. Ourmethod allows for the tuning of diverse quantum path entanglement across a broad spectrum of quantum states, offeringa significant advancement in the manipulation of quantum entanglement. 展开更多
关键词 noncommutative metasurfaces structured photons diverse path entanglement
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V-UNet:Medical Image Segmentation Based on Variational Attention Mechanism
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作者 yang Zhang qiang yang +4 位作者 Tian Li Fanghong Zhang Yu Ren Yinhao Li Chuanyun Xu 《CAAI Transactions on Intelligence Technology》 2025年第5期1350-1362,共13页
Accurate medical image segmentation plays a crucial role in improving the precision of computer-aided diagnosis.However,complex boundary shapes,low contrast and blurred anatomical structures make fine-grained segmenta... Accurate medical image segmentation plays a crucial role in improving the precision of computer-aided diagnosis.However,complex boundary shapes,low contrast and blurred anatomical structures make fine-grained segmentation a challenging task.Variational Bayesian inference quantifies uncertainty through probability distributions and can construct robust probabilistic models for the boundaries of ambiguous organs and tissues.In this paper,we apply variational Bayesian inference to medical image segmentation and propose variational attention to model the uncertainty of low-contrast and blurry tissue and organ boundaries.This enhances the model's ability to perceive segmentation boundaries,improving robustness and segmentation accuracy.Variational attention first estimates the parameters of the probability distribution of latent representations based on input features.Then,it samples latent representations from the learnt distribution to generate attention weights that optimise the interaction between global features and ambiguous boundaries.We integrate variational attention into the U-Net model by replacing its skip connections,constructing a multi-scale variational attention segmentation model(V-UNet).Experiments on the ISBI 2012 and MoNuSeg 2018 datasets show that our method achieves Dice scores of 95.89%and 82.18%,respectively.Moreover,we integrate V-UNet into the Mask R-CNN framework by replacing the FPN feature extraction head and propose a two-stage segmentation method.Compared to the original Mask R-CNN,our method improves the Dice score by 0.81%,mAP by 8.06%and F1 score by 0.51%. 展开更多
关键词 image segmentation medical image processing variational techniques
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Role of macrophage in intervertebral disc degeneration
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作者 Yiming Dou Yiming Zhang +4 位作者 yang Liu Xun Sun Xinyu Liu Bin Li qiang yang 《Bone Research》 2025年第1期15-34,共20页
Intervertebral disc degeneration is a degenerative disease where inflammation and immune responses play significant roles.Macrophages,as key immune cells,critically regulate inflammation through polarization into diff... Intervertebral disc degeneration is a degenerative disease where inflammation and immune responses play significant roles.Macrophages,as key immune cells,critically regulate inflammation through polarization into different phenotypes.In recent years,the role of macrophages in inflammation-related degenerative diseases,such as intervertebral disc degeneration,has been increasingly recognized.Macrophages construct the inflammatory microenvironment of the intervertebral disc and are involved in regulating intervertebral disc cell activities,extracellular matrix metabolism,intervertebral disc vascularization,and innervation,profoundly influencing the progression of disc degeneration.To gain a deeper understanding of the inflammatory microenvironment of intervertebral disc degeneration,this review will summarize the role of macrophages in the pathological process of intervertebral disc degeneration,analyze the regulatory mechanisms involving macrophages,and review therapeutic strategies targeting macrophage modulation for the treatment of intervertebral disc degeneration.These insights will be valuable for the treatment and research directions of intervertebral disc degeneration. 展开更多
关键词 DEGENERATION INTERVERTEBRAL INFLAMMATION
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近十年植物入侵生态学重要研究进展 被引量:56
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作者 刘艳杰 黄伟 +6 位作者 杨强 郑玉龙 黎绍鹏 吴昊 鞠瑞亭 孙燕 丁建清 《生物多样性》 CAS CSCD 北大核心 2022年第10期272-288,共17页
外来植物入侵对本地生物多样性、生态安全、社会经济发展和人类健康造成了严重威胁。因此,探究植物入侵机制及其生态效应对我国生态可持续发展具有重要意义,也是植物入侵生态学的主要研究内容。过去10年,生态学家开展了大量研究,取得了... 外来植物入侵对本地生物多样性、生态安全、社会经济发展和人类健康造成了严重威胁。因此,探究植物入侵机制及其生态效应对我国生态可持续发展具有重要意义,也是植物入侵生态学的主要研究内容。过去10年,生态学家开展了大量研究,取得了丰硕成果,为推动入侵植物防控与生物多样性保护提供了理论指导。为深入解析外来植物入侵机制,为其防控管理提供依据,本文从以下3个方面综述了植物入侵生态学重要进展:首先是外来植物生物学特性、生物和非生物环境对植物入侵的调控作用;其次是外来植物入侵对本地生态系统的影响;最后介绍了外来植物入侵的类比研究范式——本地植物入侵,以及多组学技术在入侵生态学研究中的应用。基于这些研究进展,本文展望了该领域的未来发展趋势,包括:(1)研究对象从单一物种扩展到多物种比较;(2)研究地理范围从局域尺度扩大到纬度梯度格局;(3)入侵机制从单一理论验证到综合阐释多个假说。 展开更多
关键词 生物互作 生物入侵 多样性 生态学效应 全球变化 入侵机制
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微量Ca添加对铸造Mg-Sm-Gd基合金显微组织与力学性能的影响 被引量:10
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作者 管凯 张景怀 +3 位作者 杨强 李柏顺 巫瑞智 孟健 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2023年第1期46-58,共13页
主要通过透射电子显微镜、高角度环形暗场扫描透射电子显微镜和拉伸测试研究微量Ca元素对Mg-Sm-Gd-Zn-Zr合金显微组织和力学性能的影响。结果表明,Mg-Sm-Gd-Zn-Zr合金中主要第二相为Zn元素富集的Mg_(3)RE相,Ca元素添加不仅可以细化晶粒... 主要通过透射电子显微镜、高角度环形暗场扫描透射电子显微镜和拉伸测试研究微量Ca元素对Mg-Sm-Gd-Zn-Zr合金显微组织和力学性能的影响。结果表明,Mg-Sm-Gd-Zn-Zr合金中主要第二相为Zn元素富集的Mg_(3)RE相,Ca元素添加不仅可以细化晶粒,还可以促进Mg_(5)RE相和溶质原子富集的层错形成。此外,共格界面表明Mg_(3)RE相可以作为Mg_(5)RE相的形核位点,这些均有利于合金力学性能的提高。 展开更多
关键词 Mg-Sm-Gd合金 CA 显微组织表征 力学性能 透射电子显微术
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