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Development Tendency in Main Fields of Reading Researches
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作者 石晶 《中国校外教育》 2011年第9期89-89,106,共2页
The last few decades have witnessed the publication of a considerable amount of empirical evidence supporting what Krashen has called "the power of reading"(Krashen,1993).There is a widespread approval that ... The last few decades have witnessed the publication of a considerable amount of empirical evidence supporting what Krashen has called "the power of reading"(Krashen,1993).There is a widespread approval that reading itself leads to better reading,better vocabulary,better writing,and better control of grammar in both first and second languages.In this article,the following research areas will be discussed,which can be mainly divided into the following 20 categories. 展开更多
关键词 英语教学 教学方法 大学英语 英语翻译
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Deformation and Development Tendency of Shiliushubao Landslide by Numerical Modeling 被引量:1
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作者 LI Xiuzhen KONG Jiming XU Qiang 《Wuhan University Journal of Natural Sciences》 EI CAS 2006年第4期840-846,共7页
On the basis of analysing basic features of Shiliushubao landslide, the landslide's deformation and development tendency are quantitatively studied by using FLA^3D program. The results accord with monitoring results.... On the basis of analysing basic features of Shiliushubao landslide, the landslide's deformation and development tendency are quantitatively studied by using FLA^3D program. The results accord with monitoring results. The results are indicated that resevoir impounding accelerates the landslide's deformation, and the variation of reservoir water level is key factor of affecting the deformation; The landslide has the characters of pull-behind move ment according to the displacement of the landslide body gradually reducing from leading edge to trailing edge; Excavating and deloading slow down the landslide's deformation in the certain degree. On the basis, the deformation developmental tendency of Shiliushubao landslide is predicted by the established simulating model. 展开更多
关键词 Shiliushubao landslide deformation rule develop ment tendency numerical modeling
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Research on Development Tendency of College Campus Environmental Landscape Design in China 被引量:1
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作者 FAN Lifei 《Journal of Landscape Research》 2012年第9期71-74,共4页
At the background that existing colleges largely construct campuses,the paper has illustrated the importance,significance and function of college campus environmental landscape design,and factors affecting it.It consi... At the background that existing colleges largely construct campuses,the paper has illustrated the importance,significance and function of college campus environmental landscape design,and factors affecting it.It considers that college campuses tend to be developed into green ecological campus,regional humanistic campus,and knowledge research campus.Finally,by taking the East Lake Campus of Zhejiang A & F University for example,the campus division planning and scientific achievements' application planning have been illustrated. 展开更多
关键词 COLLEGE CAMPUS LANDSCAPE ENVIRONMENTAL design development tendency
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Foreign-Related Tax Policy and Regime and Its Tendency of Development 被引量:1
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作者 Cheng Faguang Ph. D. , Deputy DirectorState Administration of TaxationPeople’s Republic of China 《经济研究参考》 1999年第30期20-28,共9页
China’s foreign--related tax system was established and developed in theprocess of deepening the reform and opening to the outside world begin-ning in 1979. Since the Third Plenary Session of the Eleventh CentralComm... China’s foreign--related tax system was established and developed in theprocess of deepening the reform and opening to the outside world begin-ning in 1979. Since the Third Plenary Session of the Eleventh CentralCommittee of the Chinese Communist Party, to meet the demands of thenew situation of opening to the outside world, several laws were promul- 展开更多
关键词 Re Foreign-Related Tax Policy and Regime and Its tendency of development
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Reflection on Current Situation and Development Tendency of Modern Urban Landscape Design in China 被引量:1
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作者 周舰 《Journal of Landscape Research》 2012年第6期33-35,共3页
After the analysis of the development situation of urban landscape planning and design, the paper has summarized characteristics of current landscape planning, design and construction; and pointed out primary problems... After the analysis of the development situation of urban landscape planning and design, the paper has summarized characteristics of current landscape planning, design and construction; and pointed out primary problems existing in modern urban landscape planning and design. It considers that the general planning and design level of modern landscape is to be improved, landscape construction is lacked of technological innovation, urban landscape construction and eco-environment efficiency have not been unified, plant species for landscaping are not reasonable, and construction has been emphasized while management been neglected in landscape planning. Through discussing the development tendency of modern urban landscape planning and design, it highlights that it should establish an ecological landscape idea corresponding with modern urban development requirements; set a long-term target based on modern urban development requirement; achieve the combination of bio-diversity, science and art; take social, ecological and social benefit into consideration; identify humanistic theme for landscape design; and pay attention to highly integrated application of multiple disciplines. 展开更多
关键词 URBAN planning LANDSCAPE tendency Current SITUATION
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Research progress and development tendency on storage mechanism of multi-principal element alloys for hydrogen/tritium storage
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作者 Yi-Jie Chen Jian-Wei Zhang +8 位作者 Can-Hui Xu Mu-Hong Li Shuang-Lin Hu Yue-Xia Wang Xiao-Tao Zu Hai-Yan Xiao Xiao-Song Zhou Shu-Ming Peng Hua-Hai Shen 《Rare Metals》 SCIE EI CAS CSCD 2024年第11期5549-5572,共24页
Sustainable clean energy is gradually replacing traditional fossil energy sources in important industrial applications and is placing higher demands on the technologies of energy storage and transportation.The develop... Sustainable clean energy is gradually replacing traditional fossil energy sources in important industrial applications and is placing higher demands on the technologies of energy storage and transportation.The development of multi-principal element alloys(MPEAs)offers a new idea for safe solid-state hydrogen storage materials.Owing to the unique characteristics of complex components and severe lattice distortion,MPEAs are predicted to have better hydrogen storage performance and more probability for modulation and enhancement,allowing them to meet the requirements of different hydrogen storage applications.The unique structure characteristic potentially devotes the improvement of thermodynamic and kinetic performance,such as the hydrogen storage capacity and hydrogen adsorption/desorption properties.Recently,several important modulation factors originating from components and structures facilitate the understanding of the correlation between hydrogen storage properties and microstructure.Here,we highlight the correlations of hydrogen storage mechanism,with the degree of lattice distortion,the element variation or segregation and valence electron concentration.Moreover,the development tendency on the hydrogen storage mechanism based on the advanced microscopy and computational approach is proposed.Especially,the chemically short-range ordered structure in MPEAs is predicted as a potential modification factor of the hydrogen/tritium storage properties. 展开更多
关键词 Multi-principal element alloys(MPEAs) Hydrogen/Tritium storage Hydrogenation mechanism development tendency Advanced microscopy
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Do energy intensity,resource abundance and inequality drive energy poverty?Evidence from developing countries 被引量:1
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作者 Ashar Awan Mustafa Kocoglu +2 位作者 Mohammad Subhan Mohammed Shakib Nora Yusma bte Mohamed Yusoff 《Geoscience Frontiers》 2025年第3期119-136,共18页
Energy poverty in developing countries is a critical issue characterized by the lack of access to modern energy services,such as electricity and clean cooking facilities,as marked in SDG 7.This study explores the corr... Energy poverty in developing countries is a critical issue characterized by the lack of access to modern energy services,such as electricity and clean cooking facilities,as marked in SDG 7.This study explores the correlations between energy poverty,energy intensity,resource abundance,and income inequality,as these factors have been theorized to play important roles in influencing energy poverty in developing countries.By observing that the dataset is heterogeneous across the countries and over the time frame,we use the Method of Moments Quantile Regression(MMQR)to analyze our developing countries’data from 2000 to 2019.Our findings indicate that energy intensity is a significant factor influencing energy poverty,suggesting that higher energy consumption relative to the sample countries can exacerbate this issue.Additionally,we observe that income inequality within the sample countries is a critical determinant of energy poverty levels,highlighting the dynamics between economic disparity and access to energy resources.Interestingly,our study reveals that resource abundance acts as a blessing rather than a curse in terms of energy poverty,implying that countries rich in natural resources may have better opportunities to combat energy deprivation.Finally,we emphasize the vital role of financial markets in addressing energy poverty on a global scale,suggesting that robust financial systems can facilitate investments and innovations aimed at improving energy access for vulnerable populations.The results from the robustness analysis support the empirical results obtained from the main estimation.The empirical findings of the present study advance important comprehensions for policymakers to adopt energy policies that address the complex challenges of energy poverty and promote inclusive energy access. 展开更多
关键词 Energy poverty Natural Resources Energy Intensity INEQUALITY developing countries SDGs
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Developing river ethics:Advancing the understanding of water governance principles and promoting the modernization of water governance systems and capabilities 被引量:1
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作者 Yunchang Zhang Bo Liu +2 位作者 Yang Ding Jinyong Zhao Chang Li 《River》 2025年第1期21-28,共8页
River ethics,a significant advancement inspired by Chinese President XI Jinping's ecological civilization thought,embodies the philosophical essence of river governance and represents a legacy of innovation by gen... River ethics,a significant advancement inspired by Chinese President XI Jinping's ecological civilization thought,embodies the philosophical essence of river governance and represents a legacy of innovation by generations of water resources professionals.Rooted in river ecology,it offers a framework for advancing modern water governance systems and capabilities.This paper examines eight dimensions of river ethics to provide actionable recommendations:enhancing knowledge systems on water,rivers,and lakes;addressing critical challenges in water governance to strengthen the foundational role of water authorities in ensuring water security,resource management,ecological sustainability and environmental protection;optimizing water project planning to mitigate ecological impacts;ensuring high standards in the lifecycle management of water projects;refining water diversion strategies for precise scheduling;utilizing ecosystem complexity for river and lake restoration;implementing tiered management of water-related disasters;and driving reforms to modernize water governance systems and mechanisms. 展开更多
关键词 ecosystem restoration high-quality development of water systems river ecology river ethics water governance
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Current status and technology development tendency of research reactors in China
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作者 Ke Guotu Shen Feng Zhao Shouzhi Zhang Weiguo Yuan Luzheng 《Engineering Sciences》 EI 2009年第4期86-94,100,共10页
The current status and development history of domestic and abroad research reactors (RRs) are mentioned.The representative RRs and their respective technology characteristics are introduced.The utilizations of China&#... The current status and development history of domestic and abroad research reactors (RRs) are mentioned.The representative RRs and their respective technology characteristics are introduced.The utilizations of China's RRs,mainly included as nuclear engineering technology,basic research applications of nuclear technology,teaching and personnel training,are explained. 展开更多
关键词 current status research reactor nuclear technology development tendency nuclear technology utilization
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Land transaction trajectories of China's overseas industrial parks in developing countries:Evidence from Southeast Asia 被引量:1
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作者 LI Dongxue HU Qiao 《Journal of Geographical Sciences》 2025年第6期1286-1310,共25页
Foreign-funded overseas industrial parks(OIPs)are crucial for attracting foreign investment and promoting globalization in developing countries.However,large-scale land acquisition for these parks generates conflicts ... Foreign-funded overseas industrial parks(OIPs)are crucial for attracting foreign investment and promoting globalization in developing countries.However,large-scale land acquisition for these parks generates conflicts between developers and local stakeholders,increasing development costs.A qualitative multicase study was conducted in this study to analyze the land transaction trajectories of China's OIPs.Four OIPs were selected to reveal the underlying mechanisms from the perspectives of institutional arrangements,governance mechanisms,and enterprise heterogeneity.The findings indicate that in host countries with insufficient institutional development,local governments are more inclined to directly engage in OIP land acquisition.High-level intergovernmental mechanisms facilitate land acquisition processes,although their efficacy depends largely on administrative power allocation across parks in host countries.The results also indicate that enterprise characteristics significantly influence land acquisition,where microscale private enterprises lacking political connections often employ low-cost,bottom-up strategies by leveraging international experience.In summary,policy-makers in developing countries should prioritize enhancing OIP governance to mitigate transaction costs,promote diversified land supply,and optimize land allocation.By depicting China's OIP land acquisition processes,this study deepens the academic understanding of OIP governance in developing countries and related international land transactions,offering practical OIP management insights for governments in both host and parent countries. 展开更多
关键词 land transaction trajectories institutional arrangements governance mechanisms enterprise heterogeneity overseas industrial parks developing countries
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An Analysis of the Development Tendency of Chinese Folk Music under the Linear Thinking Background
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作者 Liang Jing 《International Journal of Technology Management》 2016年第12期53-55,共3页
This paper conducts the analysis of the development tendency of Chinese folk music under the linear thinking background. Complexity thinking is to use the basic theory of complexity science, viewpoint and method to th... This paper conducts the analysis of the development tendency of Chinese folk music under the linear thinking background. Complexity thinking is to use the basic theory of complexity science, viewpoint and method to the problem of a kind of the thinking, analysis, and to explore ways, it is the general nonlinear and integrity, relational, process as the main characteristics of a modern way of the thinking. China’s traditional music has the extremely glorious history, as it has included the folk music which the working people collective wisdom condenses becomes, that but also has the writer music, the sacred music, palace music, quantity is quite rich as spreads until now work to pass through the long years elutriate that is in our country traditional culture treasure. Under this basis, this paper proposes the novel idea of the issue that will be meaningful. 展开更多
关键词 Linear Thinking Folk Music development tendency CHINESE
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The Dilemma of Developing Architectural Minds Aiming for Sustainability
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作者 Mohamed Salah Gharib 《Journal of Civil Engineering and Architecture》 2025年第2期82-91,共10页
We do so much to prepare our children for the future,but are we doing enough to prepare the future for our children?To do so we must seek sustainability.Sustainability is a new way of thinking about an age-old concern... We do so much to prepare our children for the future,but are we doing enough to prepare the future for our children?To do so we must seek sustainability.Sustainability is a new way of thinking about an age-old concern:ensuring that our children and grandchildren inherit a tomorrow that is at least as good as today,preferably better.We want to make sure that the way we live our lives is sustainable that can continue and keep improving for long time.And since buildings produce half of all greenhouse gases and account for one-sixth of the world's freshwater withdrawals,one-quarter of its wood harvest and two fifths of its material and energy flows.By several estimates,we will double the size of the built environment over the next twenty to forty years.Therefore,there is a critical and immediate need to shift thinking on how the built environment is designed.To reduce environmental impact,protect public health and improve environmental equity and justice,we must change principles for building practice.Designers in general and architects in particular should play a high-profile leadership role in this transformation. 展开更多
关键词 Sustainable development linear development cyclic development ARCHITECT architectural education
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Cracking tendency induced by precipitated phases in S32654 continuous casting slab
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作者 Hong-chun Zhu Rui Zhang +6 位作者 Hua-bing Li Yu-jie Zheng Zhou-hua Jiang Zhuo-wen Ni Zhi-yu He Hao Feng Shu-cai Zhang 《Journal of Iron and Steel Research International》 2025年第11期3847-3859,共13页
A mathematical model coupling flow,solidification,strain-stress,and interface failure was developed.Following identification of crack source type through thermal tensile experiment and validation by strain-stress comp... A mathematical model coupling flow,solidification,strain-stress,and interface failure was developed.Following identification of crack source type through thermal tensile experiment and validation by strain-stress comparison,the model was used to investigate slab cracking tendency near precipitated phases,considering various locations,sizes and shapes of them.The results show that the jet from submerged entry nozzle creates a“double roll”flow pattern during continuous casting,resulting in more uniform temperature distributions at slab corner and wide surface center compared with narrow surface center.Consequently,precipitated phases,particularly those located on the narrow surface,readily induce stress concentration and thus increase cracking tendency.A smaller precipitated phase size can reduce the stress concentration zone,while a more spherical shape can distribute surrounding stress along its surface and lower the internal stress within it,thereby decreasing the risk of slab cracking during continuous casting.The optimal precipitated phase exhibits a spherical or ellipsoidal shape with a major axis of less than 5µm,minimizing its potential to initiate cracks. 展开更多
关键词 Cracking tendency SOLIDIFICATION Slab continuous casting Numerical simulation Precipitated phase
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Rockburst tendency prediction in a deeply buried tunnel based on numerical simulations
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作者 HUO Yuxiang HUANG Jian +3 位作者 JU Nengpan ZHANG Min WANG Qingwu HU Yong 《Journal of Mountain Science》 2025年第4期1261-1273,共13页
Deeply buried mountain tunnels are often exposed to the risk of rock bursts,which always cause serious damage to the supporting structures and threaten the safety of the engineers.Due to the limited data available,a s... Deeply buried mountain tunnels are often exposed to the risk of rock bursts,which always cause serious damage to the supporting structures and threaten the safety of the engineers.Due to the limited data available,a suitable approach to predict the rockburst tendency at the preliminary stage becomes very important.In this study,an integrated methodology combining 3D initial stress inversion and rockburst tendency prediction was developed and subsequently applied to a case study of the Sangzhuling Tunnel on the Sichuan–Tibet Railway.The numerical modelling involved inverting the initial stress field using a multiple linear regression method.The tunnel excavation was simulated separately by FDM and DEM,based on a stress boundary condition from the inverted stress field.The comparative analysis demonstrates that the rockburst ratio calculated using DEM(76.70%)exhibits a slight increase compared to FDM(75.38%),and the rockburst location is consistent with the actual situation.This suggests that DEM is more suitable for simulating the stress redistribution during excavation in a jointed rock mass.The numerical simulation combined with the deviatoric stress approach effectively predicts rockburst tendency,meeting the engineering requirements.Despite its limitations,numerical simulation remains a reliable method for predicting rock bursts. 展开更多
关键词 Geostress inversion Rockburst tendency Numerical simulation Deeply buried tunnel
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Analysis of the Rapid Intensification Mechanism for a Super Arctic Cyclone Based on a New Surface Pressure Tendency Equation
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作者 Wei ZHONG Qian QIAN +3 位作者 Yao YAO Deyuan ZHANG Yuan SUN Huadong DU 《Advances in Atmospheric Sciences》 2025年第5期842-854,共13页
The synoptic process of a super Arctic cyclone in August 2016(AC16)is investigated based on the Weather Research and Forecasting(WRF)model,and the key factors affecting the rapid intensification(RI)of AC16 and their r... The synoptic process of a super Arctic cyclone in August 2016(AC16)is investigated based on the Weather Research and Forecasting(WRF)model,and the key factors affecting the rapid intensification(RI)of AC16 and their relative contributions are analyzed by diagnosing a new surface pressure tendency equation(SPTE).The major physical mechanisms behind the two RI stages of AC16 are revealed.The trajectory,intensity changes,and structural characteristics of AC16 are well simulated by the WRF model.A diagnosis based on the SPTE promisingly reproduces the two RI stages of AC16.The leading factor that influenced the intensity of AC16 was identified to be the air-column potential temperature tendency,while the pressure change at the upper boundary had less of an impact.Further analysis reveals that the horizontal potential temperature advection was the decisive factor in a warming of the air column.Specifically,the upper-level warm advection generated by the strong wind field of the upper-level jet played a dominant role in warming the air column,which caused the initial RI of AC16.The AC16 movement into a strong potential temperature gradient generated by tropopause polar vortices increased the upper-level warm advection,which warmed the air column and thereby induced the second RI of AC16.However,the net effect of vertical potential temperature advection and latent heating,as well as radiation processes,caused a cooling of the air column and thereby negatively contributed to the RI of AC16. 展开更多
关键词 Arctic cyclone rapid intensification surface pressure tendency equation tropopause polar vortices
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Mechanical response and impact tendency index correction of gangue-coal combined structure
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作者 WEN Zhi-jie XU Chang-long +2 位作者 GONG Feng-qiang ZUO Yu-jun SONG Zhen-qi 《Journal of Central South University》 2025年第6期2288-2306,共19页
To investigate the mechanical response during failure and the impact tendency characteristics of gangue-coal combined structure,uniaxial compression tests were conducted on nine groups of combined structures,each with... To investigate the mechanical response during failure and the impact tendency characteristics of gangue-coal combined structure,uniaxial compression tests were conducted on nine groups of combined structures,each with varying gangue thicknesses and positions.The response patterns of compressive strength,elastic modulus,pre-peak accumulated energy,elastic energy index,and impact energy index were systematically analyzed.Furthermore,a new index for evaluating the impact tendency of gangue-containing coal was proposed,and its effectiveness was verified.The findings are as follows:(1)As the gangue thickness increases,both the compressive strength and the pre-peak energy of the combined structure decrease,whereas the elastic modulus increases accordingly.When the gangue is located in the lower middle position,the combined structure exhibits the lowest compressive strength and elastic modulus but the highest pre peak energy.(2)As the gangue shifts toward the middle position of the combined structure,the failure mode gradually transitions from comple te“crushing”failure to an incomplete“point-type”failure.As gangue thickness further increases,the failure region evolves from overall failure to localized failure,with the degree of failure shifting from complete to incomplete.The K_(crc)value corresponding to“crushing”complete failure is higher and has a stronger impact tendency compared to“point-type”incomplete failure.(3)The proposed comprehensive impact instability evaluation index K_(crc)for the gangue-coal combined structure has shown a significant positive correlation with compressive strength(R_(c))and impact energy index(K_(E)),further verifyi ng its rationality in comprehensively assessing the impact tendency of gangue-containing coal bodies.Applying this index to the evaluation of gangue-containing coal seams provides a more accurate reflection of their impact tendency compared with the residual energy index,which has a wide range of potential applications and practical significance. 展开更多
关键词 gangue-coal combined structure mechanical response peak elastic energy density difference impact tendency comprehensive impact instability index
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Application of BIM in Developing Countries and Implications
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作者 Shuxing Kang Jia Wu 《Journal of Architectural Research and Development》 2025年第5期1-7,共7页
Building Information Modelling(BIM)technology can solve construction issues from multiple perspectives,including technical and managerial.While existing research has primarily focused on BIM’s benefits and framework ... Building Information Modelling(BIM)technology can solve construction issues from multiple perspectives,including technical and managerial.While existing research has primarily focused on BIM’s benefits and framework development,few studies discussed whether BIM can be successfully applied in developing countries.This paper examines the current status and key obstacles hindering BIM adoption in developing countries,analyzing their underlying causes.Notably,the study reveals that high BIM awareness does not directly lead to high BIM usage.The findings aim to provide theoretical support for enhancing the BIM environment and increasing implementation feasibility in developing countries.Additionally,the research identifies critical barriers for governments to address in promoting BIM adoption,offering a foundation for policy formulation. 展开更多
关键词 BIM Obstacles developing countries
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Effect of rare earth and differential low frequency pulsed magnetic field on hot cracking tendency of large-scale ZK61 alloy ingots
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作者 Gang Zeng Hong Liu +2 位作者 Jianlong Li Jintao Xiong Yong Liu 《Journal of Rare Earths》 2025年第12期2799-2811,I0007,共14页
During direct chilling(DC)casting of ZK61 alloys,the primary and secondary cooling causes strong thermal gradients,which leads to the uneven crystallization rate and thermal contraction in different positions of the i... During direct chilling(DC)casting of ZK61 alloys,the primary and secondary cooling causes strong thermal gradients,which leads to the uneven crystallization rate and thermal contraction in different positions of the ingot.The consequences manifested appearance of heterogeneous grains,huge casting stresses,and even hot cracking flaws.In this paper,chemical and physical methods were integrated to produce large-scale magnesium(Mg)alloy ingots.A φ525 mm ZK61-RE alloy ingot that was refined,homogeneous,and free from hot cracking was obtained via the DC process coupled with a differential low frequency pulsed magnetic field(DLPM).The effects of rare earth(RE)and DLPM on the hot cracking tendency were investigated,and the mechanism of hot cracking formation and modification in largescale ingots was revealed.The findings indicate that the addition of moderate amounts of RE lessens the tendency of hot cracking in large-scale ZK61 alloy ingots.This is mainly attributed to the addition of RE increases the content of the second phase,thus enhancing the ability of the eutectic liquid phase to feed the cracking.With the introduction of DLPM,the grain sizes are significantly refined and homogenized,and there is no obvious hot cracking observed in the ingot.This is because the coupling of the DLPM provides a more homogeneous temperature field,leading to the synchronization of the solidification process,and the consequent reduction of the casting stress,thus reducing the driving force for the formation of hot cracking.In addition,the casting conditions are modified to enhance the ability of solidification feeding and the resistance to hot cracking.This work provides theoretical and practical references for the preparation of large-scale high-quality Mg alloy ingots. 展开更多
关键词 Large-scale Mg alloy ingots Direct chilling casting Rare earths Differential low frequency pulsed magnetic field Hot cracking tendency
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Research and Review on the Java Multi-thread Programming and Its Further Development Tendency
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作者 Jiangtao Geng 《International Journal of Technology Management》 2016年第5期4-6,共3页
In this paper, we conduct research on the Java multi-thread programming and its further development tendency. Multithreading mechanisms can run several programs at the same time, make the program run effi ciency becom... In this paper, we conduct research on the Java multi-thread programming and its further development tendency. Multithreading mechanisms can run several programs at the same time, make the program run effi ciency becomes higher that also can overcome the problem of basic traditional programming language design while its design is the key to the realization of the synchronous thread. Multithreading is a mechanism that allows concurrent execution of multiple instruction stream in the program, each instruction stream is called a thread, independent from each other between each other. Thread is also known as a lightweight process, it have independent execution and process control. Our research starts from the analysis of the corresponding mechanism to enhance the performance that is innovative and meaningful. 展开更多
关键词 REVIEW MULTI-THREAD development tendency PROGRAMMING COMPUTER SCIENCE
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Applicability of existing criteria of rockburst tendency of sandstone in coal mines
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作者 Tianqi Nan Linming Dou +3 位作者 Piotr Małkowski Wu Cai Haobing Li Shun Liu 《International Journal of Mining Science and Technology》 2025年第3期417-431,共15页
To evaluate the accuracy of rockburst tendency classification in coal-bearing sandstone strata,this study conducted uniaxial compression loading and unloading tests on sandstone samples with four distinct grain sizes.... To evaluate the accuracy of rockburst tendency classification in coal-bearing sandstone strata,this study conducted uniaxial compression loading and unloading tests on sandstone samples with four distinct grain sizes.The tests involved loading the samples to 60%,70%,and 80%of their uniaxial compressive strength,followed by unloading and reloading until failure.Key parameters such as the elastic energy index and linear elasticity criteria were derived from these tests.Additionally,rock fragments were collected to calculate their initial ejection kinetic energy,serving as a measure of rockburst tendency.The classification of rockburst tendency was conducted using grading methods based on burst energy index(WET),pre-peak stored elastic energy(PES)and experimental observations.Multi-class classification and regression analyses were applied to machine learning models using experimental data to predict rockburst tendency levels.A comparative analysis of models from two libraries revealed that the Random Forest model achieved the highest accuracy in classification,while the Ada Boost Regressor model excelled in regression predictions.This study highlights that on a laboratory scale,integrating ejection kinetic energy with the unloading ratio,failure load,W_(ET)and PES through machine learning offers a highly accurate and reliable approach for determining rockburst tendency levels. 展开更多
关键词 Burst energy index Pre-peak stored elastic energy Ejection energy of rock fragments Machine learning Rockburst tendency classification
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