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High Performance Concrete and Its Typical Mixes 被引量:3
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作者 Cai Yuebo , Kwan Kwokhung , Cheung Yaukai Chan Honchuen Senior Engineer, Material and Structure Department, Nanjing Hydraulic Research Institute, Nanjing 210024 P. H. Doctor, Department of Civil and Structural Engineering, University of Hong Kong Professor, Department of Civil and Structural Engineering, University of Hong Kong 《China Ocean Engineering》 SCIE EI 1995年第3期335-344,共10页
With the modern development of chemical and mineral admixtures, it is now possible to produce much higher performance concrete than before. Higher performance does not only mean higher strength, but also better durabi... With the modern development of chemical and mineral admixtures, it is now possible to produce much higher performance concrete than before. Higher performance does not only mean higher strength, but also better durability, lower risk of thermal cracking and higher dimensional stability etc. The three most effective admixtures for producing high performance concrete are superplastieizer, pulverized fuel ash and condensed silica fume. This paper outlines the properties of these materials and presents some practical guidelines for their usage. 展开更多
关键词 high performance concrete SUPERPLASTICIZER pulverized fuel ash condensed silica fume typical mixes
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Evaluation of environmental factors to fatigue performance of asphalt mixes
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作者 虞将苗 张肖宁 《Journal of Southeast University(English Edition)》 EI CAS 2005年第4期486-489,共4页
This paper studies the effect of different environmental factors, including the axle load weight, environmental temperature, vehicle speed, and the aging level of asphalt, on the fatigue performance of asphalt mixes b... This paper studies the effect of different environmental factors, including the axle load weight, environmental temperature, vehicle speed, and the aging level of asphalt, on the fatigue performance of asphalt mixes based on four-point bending beam fatigue tests. A fractional factorial design method named "uniform design" was applied in experimental design. The relations of the environmental factors to initial stiffness, fatigue life, phase angle and cumulative dissipated energy were established with the general linear modeling method. It is found that there exists very good correlativity between the environmental factors and the fatigue performance indices of asphalt mixes. The coefficients of total correlation are mainly beyond 0. 95. The results indicate that the consideration of the effect of environmental factors is necessary in the fatigue performance evaluation on real asphalt pavement. 展开更多
关键词 asphalt mixes fatigue performance environmental factor uniform design phase angle cumulative dissipated energy
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Effect of Al Addition on Properties of Al_2O_3-SiC-C Dry Ramming Mixes for BF Trough
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作者 WANG Zhanmin WANG Qiang CAO Xiying 《China's Refractories》 CAS 2008年第3期1-5,共5页
Aluminium powders were introduced to Al2O3-SiC-C dry ramming mixes in order to improve sintering properties and oxidation resistance according to their service conditions and installation methods. Properties such as b... Aluminium powders were introduced to Al2O3-SiC-C dry ramming mixes in order to improve sintering properties and oxidation resistance according to their service conditions and installation methods. Properties such as bulk density, porosity, modulus of rupture, crushing strength and hot modulus of rupture as a function of aluminium addition were investigated in the present work. The microstructure and thermodynamics for the heat treated specimens were also analyzed. The results show that as aluminium addition increasing, the bulk density of the specimen treated at 220℃ tends to decrease and the apparent porosity increases, the strength of the specimens treated at 1100℃ and 1450℃ increases markedly, the bulk density tends to increase, apparent porosity and linear shrinkage decrease. The HMOR at 1400℃ is enhanced from 1.0 MPa to 3.5 MPa with 3% aluminium. Aluminium is served as sintering agent and anti-oxidant and it will react with CO and CO2 forming Al2O3 , which is helpful to enhance the strength, densify the structure and improve the overall properties. 展开更多
关键词 Al2O3 - SiC - C Dry ramming mixes BF Trough Oxidation resistance
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Application of nano silica to improve self-healing of asphalt mixes 被引量:12
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作者 Ganjei Mohamad Amin Aflaki Esmail 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第5期1019-1026,共8页
Nano silica due to its spherical shape, tiny size and higher density compared to bitumen, may have an inherent potential to improve hot mix asphalt(HMA) self-healing. In this research scanning electron microscopy(SEM)... Nano silica due to its spherical shape, tiny size and higher density compared to bitumen, may have an inherent potential to improve hot mix asphalt(HMA) self-healing. In this research scanning electron microscopy(SEM) images were used to investigate size, morphology and dispersion of nano silica particles. Additionally, HMA self-healing mechanism was also examined by SEM. Furthermore, dynamic indirect tensile test(IDT) was used to evaluate HMA self-healing index. The SEM results indicated that bitumen mortar flowing into micro cracks may be one of the most important mechanisms of HMA self-healing. The experiment results also showed that modification of bitumen by nano silica promotes the ability of the HMA self-healing. 展开更多
关键词 NANO SILICA HEALING index Taguchi method hot MIX ASPHALT
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Influence of Raw Material on the Properties of MgO-Al_2O_3-Cr_2O_3 Ramming Mixes
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作者 YANG Leqin, WANG Li, LIN Wanruo, YANG Zhibin and ZHANG Fengli(Luoyang Refractory Group Co. , Ltd. Luoyang,Henan 471039 China) 《China's Refractories》 CAS 2002年第3期18-27,共10页
Mg0-Al2O3-Cr2O3 ramming mixes made of different raw materials have different mineral structure and different physical properties though with the identical particle size distribution, the same amount of binder and chem... Mg0-Al2O3-Cr2O3 ramming mixes made of different raw materials have different mineral structure and different physical properties though with the identical particle size distribution, the same amount of binder and chemical composition . The residual carbon content of the fused magnesia-chrome material made in reducing atmosphere is very high, if this material is used in the MgO-Al203-Cr2O3 ramming mix , it would cause spalling of the furnace lining during drying-out. 展开更多
关键词 Ramming mix Raw material Magnesia-alumina-chrome system
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Effect of Magnesia-Chrome Synthetic Materials on Magnesia-Alumina-Chrome Ramming Mixes
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作者 WANG Li ZHANG Xiaohui +1 位作者 ZHANG Chenqian JIANG Mingxue 《China's Refractories》 CAS 2006年第3期24-27,共4页
Magnesia-alumina-chrome ramming mixes with same chemical compositions were prepared by using different raw materials such as fused magnesia-chrome synthetic materials and sintered one, wasted bricks and magnesia-alumi... Magnesia-alumina-chrome ramming mixes with same chemical compositions were prepared by using different raw materials such as fused magnesia-chrome synthetic materials and sintered one, wasted bricks and magnesia-alumina spinels. Their physical properties were tested and microstructures were analyzed. The results show that the ramming mixes made of different raw materials bring about different microstructures and properties although the mixes have the same chemical composition, binder content and aggregate size composition. 展开更多
关键词 Magnesia-chrome synthetic materials Ramming mix Magnesia-alumina-chrome
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Effect of Calcium Aluminate Cement Addition on Properties of Al_(2)O_(3)-SiO_(2) Based Gunning Mixes
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作者 ZHOU Junjie HAN Junhua 《China's Refractories》 CAS 2022年第3期24-27,共4页
Al_(2)O_(3)-SiO_(2) based gunning mixes were prepared with electric porcelain waste,silica fume,bauxite,quartz powder,and calcium aluminate cement(CAC)of different additions as raw materials firing at different temper... Al_(2)O_(3)-SiO_(2) based gunning mixes were prepared with electric porcelain waste,silica fume,bauxite,quartz powder,and calcium aluminate cement(CAC)of different additions as raw materials firing at different temperatures to research the effect of the CAC addition on their phase change and properties.The results show that:from theoretical analysis of the phase diagram,with the CAC addition increasing from 8%to 14%,anorthite increases from 40.0%to 77.7%,by mass.With the rising CAC addition,the permanent linear change on heating of specimens increases;for the specimens dried at 110℃or hot-treated at 1000℃,the bulk density and the mechanical properties increase,and the apparent porosity decreases;and for those hottreated at 1300℃,the bulk density and the mechanical properties firstly increase,and then decrease,while the apparent porosity shows an opposite trend.Taking into account the phases at high temperatures and the properties,the optimal CAC addition of Al_(2)O_(3)-SiO_(2) based gunning mixes is 12%. 展开更多
关键词 calcium aluminate cement gunning mix calcia-alumina-silica phase diagram physical properties
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Experimental Alternative to the Determination of the Thermal Dependence of the Complex Modulus of Asphalt Mixes in Dry Tropical Areas
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作者 Sidpouita Mathilde Koudougou Guy Christian Tubreoumya +1 位作者 David Yemboini Kader Toguyeni Tégawendé Justin Zaida 《Journal of Minerals and Materials Characterization and Engineering》 2022年第3期275-286,共12页
Current pavement design methods do not allow for the reduction of early deformation of the surface layers of bituminous pavements in the city of Ouagadougou. Weather conditions combined with traffic, particularly duri... Current pavement design methods do not allow for the reduction of early deformation of the surface layers of bituminous pavements in the city of Ouagadougou. Weather conditions combined with traffic, particularly during heat waves, are factors. The temperature at the surface of the bituminous pavement can reach 62&#730;C but the complex modulus associated with this temperature is not taken into account in the design, hence the interest in proposing laws of dependence of the complex moduli is taken into account in the maximum temperatures of the pavement surface. The objective of this paper is to propose an experimental method to determine the temperature dependence of the complex moduli of asphalt mixes for temperatures between 40&#730;C and 70&#730;C. This experimental method consists of performing axial compression tests on cylindrical asphalt specimens. It was applied to three different formulas of bituminous mixes, intended for the wearing course, obtained from mixes of crushed granites, granular classes 6/10, 4/6 and 0/4, pure bitumens of grade 50/70, 35/50 and modified bitumen of grade 10/65. The comparative study of the experimental results obtained with the results of a semi-empirical methodology revealed a root mean square deviation from the mean of between 6.58% and 14.8% of the norms of the complex moduli (modulus of rigidity) of the asphalt mixes for a fixed frequency of solicitations of 10 Hz. The consistency of these results with data from the literature led to the initial conclusion that asphalt mixes formulated with 35/50 and 10/65 bitumen would have better compressive strength than those formulated with 50/70 bitumen, for exposure temperatures between 40&#730;C and 70&#730;C. This experimental approach could be an alternative to the complex modulus test for determining the modulus of rigidity for design purposes under real pavement exposure conditions in the city of Ouagadougou during heat waves. 展开更多
关键词 Asphalt Mix Complex Modulus Axial Compression Semi-Empirical Methodology
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How Will Different Types of Regional Innovation Policy and Their Mixes Affect the Innovation Performance of Enterprises: An Empirical Study Based on Shenzhen
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作者 Ying Yang Fei Tang Pengbin Gao 《经济管理学刊(中英文版)》 2022年第1期21-30,共10页
Evaluating the functional boundary of different types of innovation policy instruments and their mixes on innovation performance of enterprises is an important but unresolved key issue.This paper,based on the systemat... Evaluating the functional boundary of different types of innovation policy instruments and their mixes on innovation performance of enterprises is an important but unresolved key issue.This paper,based on the systematically carding the quantization of 155 innovation policies issued by Shenzhen governmental departments from 2011 to 2019,analyzed the characteristics from different types of innovation instruments and their mixes.The results show that Shenzhen governmental has constantly enriched innovation policy instruments for encouraging enterprise innovation,but there are structural unbalances in the issued innovation policy manifested as follows:firstly supply-side policy and environmental-side policy were promulgated more than demand-side policy;secondly the specific instruments employed by Shenzhen governmental were also uneven in different type of innovation policy,like supply-side policy focused on the instruments of government procurement and R&D outsourcing,demand-side policy employed human resource training,innovation infrastructure and fiscal support most,and environmental-side policy main used target planning,intellectual property protection and financial support.This study expands and understanding empirical implementation of different reginal innovation policy instruments,and has implication for Shenzhen governmental in improving the applicability ability of policies in the enterprises innovation. 展开更多
关键词 Regional Innovation Policy Policy Instruments Policy Mix Innovation Performance
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Utilization of inferior quality aggregates in asphalt mixes:A systematic review 被引量:3
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作者 Surya Narayanan Sakthivel Ankit Kathuria Bhupendra Singh 《Journal of Traffic and Transportation Engineering(English Edition)》 EI CSCD 2022年第5期864-879,共16页
Properties of aggregates are majorly influenced by parameters of source rocks viz.,formation process,chemical composition,impurities,volume of pores,and grain size.The study presents a review of aggregate treatment me... Properties of aggregates are majorly influenced by parameters of source rocks viz.,formation process,chemical composition,impurities,volume of pores,and grain size.The study presents a review of aggregate treatment methods and its efficacy to enhance the quality of aggregate.Various aspects of aggregate treatment methods like processing temperature,the dosage of additives,adaptability in the field is studied for three treatment methods viz.,polymer coating,cementitious coating,and chemical treatments.The paper also presents an insight to understand the effect of different treatment methods on mix properties and performance parameters of asphalt mixes.The review revealed that the shape properties of aggregates can be enhanced by the incorporating suitable crushing process(two-stage or three-stage).Whereas,physical and durability properties of aggregates can be improved by various treatment methods like polymer coating,Zycosoil treatment.It was further inferred from the review that treatment methods can have moderate effects on the mechanical properties of aggregates,since,it is mostly dependent on properties of source rocks. 展开更多
关键词 Mineral aggregates Inferior quality aggregates Treatment methods Asphalt mixes Mix performance
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HIGH ACCURACY FOR MIXES FINITE ELEMENT METHODS IN RAVIART-THOMAS ELEMENT 被引量:1
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作者 Lin, Q Pan, JH 《Journal of Computational Mathematics》 SCIE CSCD 1996年第2期175-182,共8页
This paper deals with Raviart-Thomas element (Q(2,1) x Q(1,2) - Q(1) element). Apart from its global superconvergence property of fourth order, we prove that a postprocessed extrapolation can globally increased the ac... This paper deals with Raviart-Thomas element (Q(2,1) x Q(1,2) - Q(1) element). Apart from its global superconvergence property of fourth order, we prove that a postprocessed extrapolation can globally increased the accuracy by fifth order. 展开更多
关键词 MATH WANG HIGH ACCURACY FOR mixes FINITE ELEMENT METHODS IN RAVIART-THOMAS ELEMENT
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Mixed Quasi-martingale Hardy Spaces
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作者 ZHANG Chuanzhou LI Shimeng HE Zhibin 《应用数学》 北大核心 2026年第1期221-231,共11页
In this article,we conduct a study on mixed quasi-martingale Hardy spaces that are defined by means of the mixed L_(p)-norm.By utilizing Doob’s inequalities,we explore the atomic decomposition and quasi-martingale in... In this article,we conduct a study on mixed quasi-martingale Hardy spaces that are defined by means of the mixed L_(p)-norm.By utilizing Doob’s inequalities,we explore the atomic decomposition and quasi-martingale inequalities of mixed quasi-martingale Hardy spaces.Moreover,we furnish sufficient conditions for the boundedness ofσ-sublinear operators in these spaces.These findings extend the existing conclusions regarding mixed quasi-martingale Hardy spaces defined with the help of the mixed L_(p)-norm. 展开更多
关键词 Mixed quasi-martingale Hardy space Atomic Decomposition σ-sublinear operator
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Exploring the influence of mixing energy on strength of sand treated by deep soil mixing
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作者 Mahdi Safdari Seh Gonbad Mahmood Reza Abdi 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第1期792-809,共18页
This study investigates the impacts of mixing time,execution procedure,cement dosage(α),and total water-to-cement ratio(W_(Total)/C)on the mixing energy(E)of deep soil mixing(DSM)columns and how E influences the stre... This study investigates the impacts of mixing time,execution procedure,cement dosage(α),and total water-to-cement ratio(W_(Total)/C)on the mixing energy(E)of deep soil mixing(DSM)columns and how E influences the strength of treated sand.Columns with a diameter of 7.5 cm were constructed using three mixing times(130,190,and 250 s),two execution procedures(normal and zigzag),threeαvalues(300,400,and 500 kg/m^(3)),and three W_(Total)/C ratios(2.5,3.0,and 3.5).For comparison,equivalent laboratory samples were also examined.Results revealed that increasing the mixing time andα,adopting the zigzag execution procedure,and reducing the W_(Total)/C ratio increase E.Outcomes indicated that an increase in E from 0.49-0.70 kJ to 0.70-0.90 kJ,0.90-1.10 kJ,and 1.10-1.40 kJ improves the unconfined compressive strength(UCS)of columns on average by 66%,124%,and 179%,respectively,and the secant modulus by 61%,110%,and 152%.Average strain at maximum stress also rises from 0.68%to 0.75%,0.81%,and 0.84%,respectively.The study identified a threshold in the direct relationship between E and the strength ratio(λ),beyond whichλdid not increase significantly with further increases in E.Additionally,at low and high E levels,DSM samples mainly failed by crushing and cracking modes,respectively.In DSM columns withα=500 kg/m^(3)and W_(Total)/C=2.5,increasing average E from 0.77 kJ to 0.95 kJ,1.08 kJ,and 1.28 kJ resulted in a reduction of coefficients of variation of UCS from 30.4%to 27.8%,24.5%,and 21.1%,respectively. 展开更多
关键词 Deep soil mixing(DSM) Mixing energy Unconfined compressive strength(UCS) Secant modulus Strain at maximum stress Failure mode Strength variability
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Healthcare professionals’perspectives on disclosure of diagnosis and related issues in childhood cancer:A mixed methods systematic review
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作者 Run Xie Xiaoyan Huang +4 位作者 Yiran Du Ying Gu Qiongfang Kang Hongsheng Wang Daqian Zhu 《International Journal of Nursing Sciences》 2026年第1期96-104,I0006,共10页
Objectives This review aimed to systematically synthesize the available research on the disclosure of diagnosis and related issues in childhood cancer from the perspectives of healthcare professionals,with the goal of... Objectives This review aimed to systematically synthesize the available research on the disclosure of diagnosis and related issues in childhood cancer from the perspectives of healthcare professionals,with the goal of informing the optimization of disclosure processes and meeting the communication needs of affected families.Methods In accordance with the Joanna Briggs Institute(JBI)methodology for mixed methods systematic reviews,the convergent segregated approach was used in this review.Articles were retrieved from 11 databases,including PubMed,Web of Science,CINAHL,CENTRAL,Embase,Ovid/Medline,PsycINFO,PsycArticles,Scopus,ERIC,and China National Knowledge Infrastructure(CNKI).The quality of the selected articles was assessed using the Mixed Method Appraisal Tool(MMAT).The review protocol was registered on PROSPERO(CRD42024542746).Results A total of 21 studies from 10 countries were included.Their methodological quality was generally medium to high,with MMAT scores ranging from 60%to 100%.The synthesis yielded three core themes:1)the spectrum of professional and societal attitudes toward disclosure;2)the dynamic practices of navigating disclosure amid uncertainty,including timing and environment,stakeholders,and content of disclosure;and 3)factors influencing disclosure,including children’s,parental,healthcare professionals’,and socio-cultural factors.Conclusions This review synthesized the perspectives and experiences of healthcare professionals regarding disclosure in childhood cancer,highlighting the complexity and multidimensional nature of this process in clinical practice.Future research should further investigate the experiences and needs of children and their parents,explore cultural variations in disclosure practices,develop context-appropriate assessment tools,and construct multidimensional intervention strategies to enhance the humanistic care and professional effectiveness of the disclosure process. 展开更多
关键词 Communication CANCER DISCLOSURE Healthcare professionals Mixed methods PEDIATRIC Systematic review
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Promoting psychological well-being in AI-enhanced english as a foreign language learning:A mixed-methods study of motivation,language learning anxiety and trust in higher education
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作者 Zhiyong Sun 《Journal of Psychology in Africa》 2026年第1期33-43,共11页
This mixed-methods study investigated how AI-enhanced English as a Foreign Language(EFL)learning environments influence students’psychological well-being through the mediating roles of motivation and language learnin... This mixed-methods study investigated how AI-enhanced English as a Foreign Language(EFL)learning environments influence students’psychological well-being through the mediating roles of motivation and language learning anxiety and the moderating role of trust.Participants were Chinese university students(N=310,62%female,mean age=18.9,SD=0.8),of whom 15 completed interviews to both add to and to clarify the evidence from the surveys.Structural equation modeling results revealed that AI use had significant indirect effects on well-being through increased motivation and reduced language learning anxiety.Trust in AI significantly moderated both paths,amplifying the motivational benefits and anxiety reduction associated with AI use.Thematic analysis supported these results,identifying three experiential themes:(1)motivational empowerment through personalization,(2)anxiety regulation through safe practice and feedback,and(3)trust as the emotional bridge between AI and well-being.The study extends AI psychology applications by empirically linking technology engagement with affective outcomes and underscores the need for human-centered and trust-enhancing design in AI-supported education.From these findings,we conclude that adaptive,transparent,and autonomy-supportive AI systems promote self-determined motivation,emotional safety,and overall psychological health among EFL learners. 展开更多
关键词 Artificial intelligence psychology EFL learning MOTIVATION anxiety trust WELL-BEING mixed methods self-determination theory
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Progresses on 148 nm light sources for precision measurement of nuclear transition of~(229m)Th
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作者 Yang Wang Zheng-Rong Xiao +2 位作者 Heng-Zhi Zhang Lin-Qiang Hua Xiao-Jun Liu 《Chinese Physics B》 2026年第2期84-96,共13页
The thorium-229 nucleus possesses a uniquely low-energy nuclear transition(-8.4 eV,corresponding to a wavelength of-148 nm),which is the first confirmed nuclear excitation that can be coherently manipulated by narrow-... The thorium-229 nucleus possesses a uniquely low-energy nuclear transition(-8.4 eV,corresponding to a wavelength of-148 nm),which is the first confirmed nuclear excitation that can be coherently manipulated by narrow-linewidth lasers.Consequently,this transition has garnered widespread interest over the past decades.Owing to the small nuclear size and strong resistance to environmental perturbations,a thorium-based nuclear clock is theoretically capable of achieving an unprecedented fractional frequency uncertainty at the 10^(−20) level,offering great promise as a next-generation frequency standard.Among the key ingredients of such a thorium-based nuclear clock,a high-performance 148 nm excitation source is of critical importance.Since the feasibility of directly exciting the transition,as well as the overall clock performance,depends heavily on the availability and quality of such a source,the development of high-quality 148 nm laser sources represents a frontier for scientists worldwide.In this article,we provide a systematic overview of the current development of 148 nm laser sources.First,we briefly introduce the scientific motivation for high-precision spectroscopy of the thorium nuclear transition and the corresponding technical requirements for 148 nm laser sources.Then,we summarize four main types of existing 148 nm source generation schemes and their working principles,along with recent progress in nuclear transition measurements using such sources.Finally,we discuss potential future directions. 展开更多
关键词 thorium-229 148 nm laser optical clock four-wave mixing VUV combs
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Distribution,source,and precipitation mechanism of Sc in the Late Permian claystones in Weining area,SW China
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作者 Zhishuang YANG Xiaowen HUANG +5 位作者 Meifu ZHOU Qi WANG Yumiao MENG Liang QI Qing HUANG Hongfu XUE 《Science China Earth Sciences》 2026年第2期749-770,共22页
Scandium(Sc)is a critical metal with increasing demand driven by its applications in high-technology industries.The Late Permian claystones in the Sichuan-Yunnan-Guizhou region of southwestern(SW)China represent a pot... Scandium(Sc)is a critical metal with increasing demand driven by its applications in high-technology industries.The Late Permian claystones in the Sichuan-Yunnan-Guizhou region of southwestern(SW)China represent a potentially new and important Sc resource.This study investigates the distribution,occurrence,and source of Sc in claystones from the Weining area in western Guizhou,and discusses its precipitation mechanism.The sedimentary succession primarily comprises successive layers of ferric,aluminous,carbonaceous,tuffaceous,and silty clastic claystones from bottom to top.Scandium is mainly enriched in ferric claystones,with concentrations reaching up to 56 ppm,while other types contain less than 30 ppm.The principal Sc-hosting minerals include goethite,anatase,brookite,zircon,and xenotime.High-resolution transmission electron microscopy indicates that Sc(~0.9 wt%)is homogeneously distributed within nanometer-scale zircon.The presence of xenotime inclusions within zircon suggests a sedimentary origin.Rare earth element and platinum-group element patterns,together with trace element ratios,indicate that Sc in ferric horizons was derived from intense subaerial weathering of high-Ti basalts and precipitated under oxygenated aquatic conditions.Subsequent multi-stage hydrodynamic processes,including marine transgression-regression and fluvial reworking,facilitated Sc remobilization via mineral dissolution-reprecipitation,ultimately leading to further enrichment within ferric horizons through downward migration. 展开更多
关键词 Scandium precipitation Late Permian claystones Emeishan basalt weathering Freshwater-seawater mixing Southwest China
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Using mixed kernel support vector machine to improve the predictive accuracy of genome selection
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作者 Jinbu Wang Wencheng Zong +6 位作者 Liangyu Shi Mianyan Li Jia Li Deming Ren Fuping Zhao Lixian Wang Ligang Wang 《Journal of Integrative Agriculture》 2026年第2期775-787,共13页
The advantages of genome selection(GS) in animal and plant breeding are self-evident.Traditional parametric models have disadvantage in better fit the increasingly large sequencing data and capture complex effects acc... The advantages of genome selection(GS) in animal and plant breeding are self-evident.Traditional parametric models have disadvantage in better fit the increasingly large sequencing data and capture complex effects accurately.Machine learning models have demonstrated remarkable potential in addressing these challenges.In this study,we introduced the concept of mixed kernel functions to explore the performance of support vector machine regression(SVR) in GS.Six single kernel functions(SVR_L,SVR_C,SVR_G,SVR_P,SVR_S,SVR_L) and four mixed kernel functions(SVR_GS,SVR_GP,SVR_LS,SVR_LP) were used to predict genome breeding values.The prediction accuracy,mean squared error(MSE) and mean absolute error(MAE) were used as evaluation indicators to compare with two traditional parametric models(GBLUP,BayesB) and two popular machine learning models(RF,KcRR).The results indicate that in most cases,the performance of the mixed kernel function model significantly outperforms that of GBLUP,BayesB and single kernel function.For instance,for T1 in the pig dataset,the predictive accuracy of SVR_GS is improved by 10% compared to GBLUP,and by approximately 4.4 and 18.6% compared to SVR_G and SVR_S respectively.For E1 in the wheat dataset,SVR_GS achieves 13.3% higher prediction accuracy than GBLUP.Among single kernel functions,the Laplacian and Gaussian kernel functions yield similar results,with the Gaussian kernel function performing better.The mixed kernel function notably reduces the MSE and MAE when compared to all single kernel functions.Furthermore,regarding runtime,SVR_GS and SVR_GP mixed kernel functions run approximately three times faster than GBLUP in the pig dataset,with only a slight increase in runtime compared to the single kernel function model.In summary,the mixed kernel function model of SVR demonstrates speed and accuracy competitiveness,and the model such as SVR_GS has important application potential for GS. 展开更多
关键词 genome selection machine learning support vector machine kernel function mixed kernel function
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Mixed Local and Nonlocal Elliptic Problem with Concave-Convex and Discontinuous Nonlinearities
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作者 Yiru WANG Shuibo HUANG Qiaoyu TIAN 《Journal of Mathematical Research with Applications》 2026年第1期40-56,共17页
This paper investigates the following mixed local and nonlocal elliptic problem fea-turing concave-convex nonlinearities and a discontinuous right-hand side:{L(u)=H(u−μ)|u|^(p−2)u+λ|u|^(q−2)u,x∈Ω,u≥0,x∈Ω,u=0,x... This paper investigates the following mixed local and nonlocal elliptic problem fea-turing concave-convex nonlinearities and a discontinuous right-hand side:{L(u)=H(u−μ)|u|^(p−2)u+λ|u|^(q−2)u,x∈Ω,u≥0,x∈Ω,u=0,x∈R^(N)\Ω,where Ω ⊂R^(N)(N>2)is a bounded domain,μ≥0 and λ>0 are real parameters,H denotes the Heaviside function(H(t)=0 for t<0,H(t)=1 for t>0),and the mixed local and nolocal operator is defined as L(u)=−Δu+(−Δ)^(s)u with(−Δ)^(s) being the restricted fractional Laplace(0<s<1).The exponents satisfy 1<q<2<p.By employing a novel non-smooth variational principle,we establish the existence of an M-solution for this problem and identify a range for the exponent p. 展开更多
关键词 mixed local and nonlocal operator discontinuous non-smooth variational principle M-solution
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Optimizing Wood Pellet Quality:Physical Properties of Acacia hybrid and Pine Wood Waste for Industrial Applications
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作者 Faiz Rahman Rafidah Md Salim Janshah Mohktar 《Journal of Renewable Materials》 2026年第2期65-83,共19页
The growing demand for renewable energy has increased the use of wood pellets as a clean and efficient biomass fuel.This study aims to evaluate the physical properties of wood pellets produced from Acacia hybrid(AC)ve... The growing demand for renewable energy has increased the use of wood pellets as a clean and efficient biomass fuel.This study aims to evaluate the physical properties of wood pellets produced from Acacia hybrid(AC)veneer waste and Pine wood(PW)waste mixed with varying ratios.The objectives are to investigate the effect of different blend ratios ofAcacia hybrid veneer waste and pine wood waste on the physical properties,specificallymoisture content,density,and pellet durability index(PDI)of wood pellets,and to identify the optimal ratio that yields the most desirable pellet quality.The wood pellets were produced by blending Acacia hybrid veneer waste and Pine wood waste(AC:PW)in weight ratios of 100:0,75:25,50:50,25:75,and 0:100.The materials were dried to 10%–12%moisture before pelletizing using a pellet mill under consistent pressure and temperature.Moisture content(MC),density(ρ)and pellet durability index(PDI)were measured following the International Organization for Standardization(ISO).The study found that blending Acacia hybrid veneer waste with Pine wood waste significantly improved pellet density and durability compared to the control.The moisture was lowest in pellets with 50:50 and 25:75 blends,indicating better drying and stability.The blend 50:50 achieves the highest density,and for pellet durability index,the best blend is 25:75,suggesting improved resistance to breakage.Overall,the 50:50 and 25:75 ratios produced pellet with the most desirable combination of low moisture,high density,high durability and the blend meets key ISO 17225 and ENplus quality standards for industrial wood pellet. 展开更多
关键词 Wood pellet production mixed wood waste moisture content DENSITY pellet durability index(PDI)
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