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Shear behavior of intact granite under thermo-mechanical coupling and three-dimensional morphology of shear-formed fractures 被引量:1
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作者 Bing Chen Baotang Shen Haiyang Jiang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2023年第3期523-537,共15页
The shear failure of intact rock under thermo-mechanical(TM)coupling conditions is common,such as in enhanced geothermal mining and deep mine construction.Under the effect of a continuous engineering disturbance,shear... The shear failure of intact rock under thermo-mechanical(TM)coupling conditions is common,such as in enhanced geothermal mining and deep mine construction.Under the effect of a continuous engineering disturbance,shear-formed fractures are prone to secondary instability,posing a severe threat to deep engineering.Although numerous studies regarding three-dimensional(3D)morphologies of fracture surfaces have been conducted,the understanding of shear-formed fractures under TM coupling conditions is limited.In this study,direct shear tests of intact granite under various TM coupling conditions were conducted,followed by 3D laser scanning tests of shear-formed fractures.Test results demonstrated that the peak shear strength of intact granite is positively correlated with the normal stress,whereas it is negatively correlated with the temperature.The internal friction angle and cohesion of intact granite significantly decrease with an increase in the temperature.The anisotropy,roughness value,and height of the asperities on the fracture surfaces are reduced as the normal stress increases,whereas their variation trends are the opposite as the temperature increases.The macroscopic failure mode of intact granite under TM coupling conditions is dominated by mixed tensileeshear and shear failures.As the normal stress increases,intragranular fractures are developed ranging from a local to a global distribution,and the macroscopic failure mode of intact granite changes from mixed tensileeshear to shear failure.Finally,3D morphological characteristics of the asperities on the shear-formed fracture surfaces were analyzed,and a quadrangular pyramid conceptual model representing these asperities was proposed and sufficiently verified. 展开更多
关键词 Thermo-mechanical(TM)coupling Peak shear strength three-dimensional(3d)morphological characterization Failure mode Quadrangular pyramid model
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3D Modeling and Simulation of Fancy Fabrics in Weft Knitting 被引量:2
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作者 李英琳 杨连贺 +2 位作者 陈素英 袁静 李娜娜 《Journal of Donghua University(English Edition)》 EI CAS 2012年第4期351-358,共8页
Weft knitted fancy fabrics are widely used in knitted garment design. Due to the complexity of the structures, their modeling and simulation needs to be solved in three-dimensional (3D) CAD developments. In this paper... Weft knitted fancy fabrics are widely used in knitted garment design. Due to the complexity of the structures, their modeling and simulation needs to be solved in three-dimensional (3D) CAD developments. In this paper, 3D loop geometrical models of weft knitted fancy structures, including tuck stitch, jacquard stitch, transfer stitch and fleecy stitch, were developed based on an improved model of plain loop, and their central axes as some 3D space curves were achieved by using Non-Uniform Rational B-Splines (NURBS). The 3D visual simulation programme was written in C++ programming language using OpenGL, which was a function library of 3D graphics. Some examples of weft knitted fancy fabrics were generated and practical application of 3D simulation was discussed. 展开更多
关键词 weft knitted fabric fancy structures loop model three-dimensional (3d) simulation
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Three-Dimensional Model Reconstruction of Nonwovens from Multi-Focus Images 被引量:2
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作者 DONG Gaige WANG Rongwu +1 位作者 LI Chengzu YOU Xiangyin 《Journal of Donghua University(English Edition)》 CAS 2022年第3期185-192,共8页
The three-dimensional(3D)model is of great significance to analyze the performance of nonwovens.However,the existing modelling methods could not reconstruct the 3D structure of nonwovens at low cost.A new method based... The three-dimensional(3D)model is of great significance to analyze the performance of nonwovens.However,the existing modelling methods could not reconstruct the 3D structure of nonwovens at low cost.A new method based on deep learning was proposed to reconstruct 3D models of nonwovens from multi-focus images.A convolutional neural network was trained to extract clear fibers from sequence images.Image processing algorithms were used to obtain the radius,the central axis,and depth information of fibers from the extraction results.Based on this information,3D models were built in 3D space.Furthermore,self-developed algorithms optimized the central axis and depth of fibers,which made fibers more realistic and continuous.The method with lower cost could reconstruct 3D models of nonwovens conveniently. 展开更多
关键词 three-dimensional(3d)model reconstruction deep learning MICROSCOPY NONWOVEN image processing
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Super-resolution amplification of bitmap images based on 3D modeling theory
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作者 ZHOU Lu-jie DANG Jian-wu WANG Yu-xin 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2019年第4期335-341,共7页
As a general format of the image,bitmap(BMP)image has wide applications,and consequently it is an important part of image processing.By segmenting the bitmap and combining the three-dimesional(3D)model of the discrete... As a general format of the image,bitmap(BMP)image has wide applications,and consequently it is an important part of image processing.By segmenting the bitmap and combining the three-dimesional(3D)model of the discrete algorithm with the scanning line compensation algorithm,a mathematical model is built.According to the topological relations between several control points on the model surface,the surface of the model is discretized,and a planar triangle sequence is used to describe 3D objects.Finally,the bitmap is enlarged by combining the borrowing compensation based on 3D modeling principle of discrete algorithm with the scanning line compensation algorithm of binary lattice image,thus getting a relatively clear enlarged BMP image. 展开更多
关键词 image processing bitmap(BMP) image amplifying model three-dimensional(3d) modeling principle scanning line compensation algorithm
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3D modeling of Unmanned Aerial Vehicles Tilt Photogrammetry
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作者 Lingyun Li 《Journal of World Architecture》 2020年第4期10-12,共3页
Unmanned Aerial Vehicles(UAV)tilt photogrammetry technology can quickly acquire image data in a short time.This technology has been widely used in all walks of life with the rapid development in recent years especiall... Unmanned Aerial Vehicles(UAV)tilt photogrammetry technology can quickly acquire image data in a short time.This technology has been widely used in all walks of life with the rapid development in recent years especially in the rapid acquisition of high-resolution remote sensing images,because of its advantages of high efficiency,reliability,low cost and high precision.Fully using the UAV tilt photogrammetry technology,the construction image progress can be observed by stages,and the construction site can be reasonably and optimally arranged through three-dimensional modeling to create a civilized,safe and tidy construction environment. 展开更多
关键词 Unmanned aerial vehicle(UAV) Tilt photogrammetry three-dimensional modeling Multiview image dense matching Smart3d
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Effect of the mineral spatial distribution heterogeneity on the tensile strength of granite:Insights from PFC3D-GBM numerical analysis 被引量:3
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作者 Tao Zhang Liyuan Yu +3 位作者 Yuxuan Peng Hongwen Jing Haijian Su Jiangbo Wei 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2023年第5期1144-1160,共17页
The mechanical characteristics of crystalline rocks are affected by the heterogeneity of the spatial distribution of minerals.In this paper,a novel three-dimensional(3D)grain-based model(GBM)based on particle flow cod... The mechanical characteristics of crystalline rocks are affected by the heterogeneity of the spatial distribution of minerals.In this paper,a novel three-dimensional(3D)grain-based model(GBM)based on particle flow code(PFC),i.e.PFC3D-GBM,is proposed.This model can accomplish the grouping of mineral grains at the 3D scale and then filling them.Then,the effect of the position distribution,geometric size,and volume composite of mineral grains on the cracking behaviour and macroscopic properties of granite are examined by conducting Brazilian splitting tests.The numerical results show that when an external load is applied to a sample,force chains will form around each contact,and the orientation distribution of the force chains is uniform,which is independent of the external load level.Furthermore,the number of high-strength force chains is proportional to the external load level,and the main orientation distribution is consistent with the external loading direction.The main orientation of the cracks is vertical to that of the high-strength force chains.The geometric size of the mineral grains controls the mechanical behaviours.As the average grain size increases,the number of transgranular contacts with higher bonding strength in the region connecting both loading points increases.The number of high-strength force chains increases,leading to an increase in the stress concentration value required for the macroscopic failure of the sample.Due to the highest bonding strength,the generation of transgranular cracks in quartz requires a higher concentrated stress value.With increasing volume composition of quartz,the number of transgranular cracks in quartz distributed in the region connecting both loading points increases,which requires many high-strength force chains.The load level rises,leading to an increase in the tensile strength of the numerical sample. 展开更多
关键词 Rock mechanics Tensile strength Spatial distribution of minerals three-dimensional(3d)grain-based model (GBM) Transgranular contact
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The quaternion beam model for hard-magnetic flexible cantilevers 被引量:1
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作者 Wei CHEN Guozhen WANG +2 位作者 Yiqun LI Lin WANG Zhouping YIN 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2023年第5期787-808,共22页
The recently developed hard-magnetic soft(HMS)materials manufactured by embedding high-coercivity micro-particles into soft matrices have received considerable attention from researchers in diverse fields,e.g.,soft ro... The recently developed hard-magnetic soft(HMS)materials manufactured by embedding high-coercivity micro-particles into soft matrices have received considerable attention from researchers in diverse fields,e.g.,soft robotics,flexible electronics,and biomedicine.Theoretical investigations on large deformations of HMS structures are significant foundations of their applications.This work is devoted to developing a powerful theoretical tool for modeling and computing the complicated nonplanar deformations of flexible beams.A so-called quaternion beam model is proposed to break the singularity limitation of the existing geometrically exact(GE)beam model.The singularity-free governing equations for the three-dimensional(3D)large deformations of an HMS beam are first derived,and then solved with the Galerkin discretization method and the trustregion-dogleg iterative algorithm.The correctness of this new model and the utilized algorithms is verified by comparing the present results with the previous ones.The superiority of a quaternion beam model in calculating the complicated large deformations of a flexible beam is shown through several benchmark examples.It is found that the purpose of the HMS beam deformation is to eliminate the direction deviation between the residual magnetization and the applied magnetic field.The proposed new model and the revealed mechanism are supposed to be useful for guiding the engineering applications of flexible structures. 展开更多
关键词 quaternion beam model singularity-free formulation hard-magnetic soft(HMS)beam geometrically exact(GE)equation three-dimensional(3d)large deformation
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Numerical analysis of the failure process of soil-rock mixtures through computed tomography and PFC3D models 被引量:19
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作者 Yang Ju Huafei Sun +2 位作者 Mingxu Xing Xiaofei Wang Jiangtao Zheng 《International Journal of Coal Science & Technology》 EI 2018年第2期126-141,共16页
Soil-rock mixture (SRM) is a unique type of geomaterial characterized by a heterogeneous composition and a complicated structure. It is intractable for the continuum-based soil and rock mechanics theories to accurat... Soil-rock mixture (SRM) is a unique type of geomaterial characterized by a heterogeneous composition and a complicated structure. It is intractable for the continuum-based soil and rock mechanics theories to accurately characterize and predict the SRM's mechanical properties. This study reports a novel numerical method incorporating microfocus computed tomography and PFC3D codes to probe the deformation and failure processes of SRM. The three-dimensional (3D) PFC models that represent the SRM's complex structures were built. By simulating the entire failure process in PFC3D, the SRM's strength, elastic modulus and crack growth were obtained. The influence of rock ratios on the SRM's strength, deformation and failure processes, as well as its internal mesoscale mechanism, were analyzed. By comparing simulation results with experimental data, it was verified that the 3D PFC models were in good agreement with SRM's real structure and the SRM's compression process, deformation and failure patterns; its intrinsic mesomechanism can be effectively analyzed based on such 3D PFC models. 展开更多
关键词 Soil-rock mixture (SRM) - PFC3d model three-dimensional structure Microfocus computed tomography (μCT) Failure mechanism Crack growth
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Spatial distribution modeling of subsurface bedrock using a developed automated intelligence deep learning procedure:A case study in Sweden 被引量:3
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作者 Abbas Abbaszadeh Shahri Chunling Shan +1 位作者 Emma Zall Stefan Larsson 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2021年第6期1300-1310,共11页
Due to associated uncertainties,modelling the spatial distribution of depth to bedrock(DTB) is an important and challenging concern in many geo-engineering applications.The association between DTB,the safety and econo... Due to associated uncertainties,modelling the spatial distribution of depth to bedrock(DTB) is an important and challenging concern in many geo-engineering applications.The association between DTB,the safety and economy of design structures implies that generating more precise predictive models can be of vital interest.In the present study,the challenge of applying an optimally predictive threedimensional(3D) spatial DTB model for an area in Stockholm,Sweden was addressed using an automated intelligent computing design procedure.The process was developed and programmed in both C++and Python to track their performance in specified tasks and also to cover a wide variety of diffe rent internal characteristics and libraries.In comparison to the ordinary Kriging(OK) geostatistical tool,the superiority of the developed automated intelligence system was demonstrated through the analysis of confusion matrices and the ranked accuracies of different statistical errors.The re sults showed that in the absence of measured data,the intelligence models as a flexible and efficient alternative approach can account for associated uncertainties,thus creating more accurate spatial 3D models and providing an appropriate prediction at any point in the subsurface of the study area. 展开更多
关键词 Automated intelligence system Predictive depth to bedrock(dTB)model three-dimensional(3d)spatial distribution
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Three-dimensional experimental study of loose top-coal drawing law for longwall top-coal caving mining technology 被引量:13
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作者 Jiachen Wang Jinwang Zhang +1 位作者 Zhengyang Song Zhaolong Li 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2015年第3期318-326,共9页
Based on the loose medium flow field theory, the loose top-coal drawing law of longwall top-coal caving(LTCC) mining technology is studied by using self-developed three-dimensional(3D) test device. The loose top-c... Based on the loose medium flow field theory, the loose top-coal drawing law of longwall top-coal caving(LTCC) mining technology is studied by using self-developed three-dimensional(3D) test device. The loose top-coal drawing test with shields and the controlled test without shields are performed in the condition without any boundary effect. Test results show that shields will cause reduction in drawing volume of coal in the LTCC mining. The deflection phenomenon of drawing body is also observed in the controlled test, which is verified that the deflection of drawing body is caused by shield. It is found that the deflection angle decreases with increasing caving height, with the maximum value of atailand the minimum value of 0. In addition, the formula to calculate the drawing volume is proposed subsequently.The deflection of drawing body is numerically simulated using particle flow code PFC3 Dand the proposed formula to calculate drawing volume in LTCC is also verified. 展开更多
关键词 Longwall top-coal caving(LTCC) Caving shield three-dimensional3d physical model test deflection of drawing body PFC3d
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Spatiotemporal model of open-pit based on 3-D deposit model
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作者 XIA Chun-lin1, ZHOU Hui1, LI Qing-yuan2, MA Zhen-li3 1. School of Geomatics, Liaoning Technical University, Fuxin 123000, China 2. State Key Laboratory for GIS Engineering, Chinese Academy of Surveying and Mapping, Beijing 100830, China 3. Yinchuan College, China University of Mining and Technology, Yinchuan 750011, China 《中国有色金属学会会刊:英文版》 CSCD 2011年第S3期616-620,共5页
A new method was put forward to make up the three-dimensional deposit model, and the spatiotemporal models of open-pit with temporal dynamics were also studied combined with the corrected models of multilevel ground s... A new method was put forward to make up the three-dimensional deposit model, and the spatiotemporal models of open-pit with temporal dynamics were also studied combined with the corrected models of multilevel ground states so as to bring the three-dimensional open-pit model at different time and its model serial formed from the evolvement into the management of temporal dimension in order to realize the spatial three-dimension and temporal dynamic for the mining management in open-pits,which makes this model easy to query and analyze 3-D information, also help surface mining replaying and stope evolution forecasting. Finally, the time-spatial model was established to show the dynamic mining on some open-pit under the windows XP and VC++ environment. 展开更多
关键词 3d model of dEPOSIT three-dimensional model MIXEd model TEMPORAL model open-pit
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Application of Digital Technology in Road and Bridge Design
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作者 Bai Fan 《Journal of Architectural Research and Development》 2024年第4期92-99,共8页
With the development and progress of science and technology,road and bridge design has experienced rapid development,from the initial manual drawing design to the popularity of Computer-Aided Design(CAD),and then to t... With the development and progress of science and technology,road and bridge design has experienced rapid development,from the initial manual drawing design to the popularity of Computer-Aided Design(CAD),and then to today’s digital software design era.Early designers relied on hand-drawn paper design forms which was time-consuming and error-prone.Digital support for road and bridge design not only saves the design time but the design quality has also achieved a qualitative leap.This paper engages in the application of digital technology in road and bridge design,to provide technical reference for China’s road and bridge engineering design units,to promote the popularity of Civil3D and other advanced design software in the field of engineering design and development,ultimately contributing to the sustainable development of China’s road and bridge engineering. 展开更多
关键词 Road and bridge design digital technology Civil3d modelLING three-dimensional view Earth calculation
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基于GTP修正的R3DGM建模与可视化方法 被引量:19
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作者 车德福 吴立新 +1 位作者 陈学习 徐磊 《煤炭学报》 EI CAS CSCD 北大核心 2006年第5期576-580,共5页
将广义三棱柱(GTP)的辅助几何要素———对角线———修正为四面体,解决了R3DGM(真三维地学模型)中数据组织与几何要素的不一致和空间操作中的几何裂缝问题.修正后的GTP模型集成了TIN,GTP和四面体模型的优点,构建算法简单且空间操作无缝... 将广义三棱柱(GTP)的辅助几何要素———对角线———修正为四面体,解决了R3DGM(真三维地学模型)中数据组织与几何要素的不一致和空间操作中的几何裂缝问题.修正后的GTP模型集成了TIN,GTP和四面体模型的优点,构建算法简单且空间操作无缝.R3DGM过程分3步进行:①根据钻孔孔口数据点与断层露头约束,按约束Delaunay法则生成地表不规则三角网(CD-TIN);②按地学推理规则,将CD-TIN中三角形沿钻孔迹线向下扩展生成GTP;③根据最小顶点标识法,将GTP模型转换成四面体.介绍了基于GTP修正构建的三维数字地质模型的任意平面剖切、虚拟开挖、空间查询等可视化方法.并结合北京CBD地下三维集成建模与空间操作,展示了模型构模及空间操作效果. 展开更多
关键词 数字矿山 广义三棱柱(GTP) 真三维地学模型(R3dGM) 可视化 四面体
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应用Converse3D设计和实现虚拟校园 被引量:5
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作者 陶健林 王广军 +1 位作者 章健 苏本跃 《安庆师范学院学报(自然科学版)》 2013年第1期62-65,共4页
高等院校合理运用虚拟校园系统,不仅立体展示校园实景信息和校园文化,而且可以更有效地进行学校的组织管理,同时能够提高学校的知名度、增强学校的竞争力。本文以安庆职业技术学院校园为基础,建立三维实景模型,利用Converse3D虚拟漫游平... 高等院校合理运用虚拟校园系统,不仅立体展示校园实景信息和校园文化,而且可以更有效地进行学校的组织管理,同时能够提高学校的知名度、增强学校的竞争力。本文以安庆职业技术学院校园为基础,建立三维实景模型,利用Converse3D虚拟漫游平台,建立虚拟校园系统,实现实时交互式漫游。 展开更多
关键词 虚拟校园 漫游 三维实景模型 Converse3d 实时交互式
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Perspectives on point cloud-based 3D scene modeling and XR presentation within the cloud-edge-client architecture
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作者 Hongjia Wu Hongxin Zhang +2 位作者 Jiang Cheng Jianwei Guo Wei Chen 《Visual Informatics》 EI 2023年第3期59-64,共6页
With the support of edge computing,the synergy and collaboration among central cloud,edge cloud,and terminal devices form an integrated computing ecosystem known as the cloud-edge-client architecture.This integration ... With the support of edge computing,the synergy and collaboration among central cloud,edge cloud,and terminal devices form an integrated computing ecosystem known as the cloud-edge-client architecture.This integration unlocks the value of data and computational power,presenting significant opportunities for large-scale 3D scene modeling and XR presentation.In this paper,we explore the perspectives and highlight new challenges in 3D scene modeling and XR presentation based on point cloud within the cloud-edge-client integrated architecture.We also propose a novel cloud-edge-client integrated technology framework and a demonstration of municipal governance application to address these challenges. 展开更多
关键词 The cloud-edge-client integrated ARCHITECTURE 3d scene perception and modeling XR rendering Cloud-edge-client integrated visualization
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3D GIS支持下的城市地质调查 被引量:2
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作者 王永立 雷磊 齐波 《城市地质》 2008年第1期14-17,共4页
传统的二维平面图无法表达复杂的地质构造形态,3D GIS技术的发展为实现真三维城市地质调查提供了可能。3D GIS支持下的城市地质调查可以真实.形象、准确和清晰地反映城市地质结构,可以为城市安全、地下空间开发提供核心解决方案。
关键词 3d GIS 真三维 城市地质 地下空间 地质建模
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An intermittent lithium deposition model based on CuMnbimetallic MOF derivatives for composite lithium anode with ultrahigh areal capacity and current densities 被引量:3
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作者 Tao Wei Yanyan Zhou +4 位作者 Cheng Sun Xingtong Guo Shoudong Xu Daifen Chen Yongfu Tang 《Nano Research》 SCIE EI CSCD 2024年第4期2763-2769,共7页
Recently,three-dimensional(3D)conductive frameworks have been chosen as the host for composite lithium(Li)metal anode because of their exceptional electrical conductivity and remarkable thermal and electrochemical sta... Recently,three-dimensional(3D)conductive frameworks have been chosen as the host for composite lithium(Li)metal anode because of their exceptional electrical conductivity and remarkable thermal and electrochemical stability.However,Li tends to accumulate on the top of the 3D frameworks with homogenous lithiophilicity and Li dendrite still growth.This work firstly designed a bimetallic metal-organic framework(MOF)(CuMn-MOF)derived Cu_(2)O and Mn_(3)O_(4) nanoparticles decorated carbon cloth(CC)substrates(CC@Cu_(2)O/Mn_(3)O_(4))to fabricate a composite Li anode.Thanks to the synergistic effects of lithiophilic Cu_(2)O and Mn_(3)O_(4),the CC@Cu_(2)O/Mn_(3)O_(4)@Li symmetrical cell can afford a prolonged cycling lifespan(1400 h)under an ultrahigh current density and areal capacity(6 mA·cm^(-2)/6 mAh·cm^(-2)).When coupled with the LiFePO_(4)(LFP)cathode,the LFP||CC@Cu_(2)O/Mn_(3)O_(4)@Li full cell demonstrated a superior performance of 89.7 mAh·g^(-1) even at an extremely high current density(10 C).Furthermore,it can also be matched well with LiNi_(0.5)Co^(0).2Mn_(0.3)O_(2)(NCM523)cathode.Importantly,to explain the excellent performances of the CC@Cu_(2)O/Mn_(3)O_(4)@Li composite anode,an intermittent model was also proposed.This study offers a novel model that can enhance our comprehension of the Li deposition behavior and pave the way to attain stable and safe Li metal anodes by employing bimetallic MOF-derived materials to construct 3D frameworks. 展开更多
关键词 lithium metal anode(LMA) three-dimensional(3d)frameworks intermittent lithiophilic model high areal capacity bimetallic metal-organic frameworks(MOFs)
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3D建筑动画技术在房地产展示系统中的应用
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作者 董晨辉 《电子测试》 2016年第12X期75-76,共2页
本文的主题是将建筑动画技术应用于房地产的销售过程,这里的建筑动画是一种交互演示的系统。它改变了以往房地产销售过程中通过效果图对客户进行介绍的传统方法,运用生动的动画手段,形象地表现了小区的建筑格局以及周边配套,也可以加入... 本文的主题是将建筑动画技术应用于房地产的销售过程,这里的建筑动画是一种交互演示的系统。它改变了以往房地产销售过程中通过效果图对客户进行介绍的传统方法,运用生动的动画手段,形象地表现了小区的建筑格局以及周边配套,也可以加入丰富的人物配景以及和生活画面。使静态的画面变成生动的视频动画场景。使客户能够更直观更具体地对小区性况加以了解。论文的主要内容有: 展开更多
关键词 房地产展示 建筑动画 三维仿真
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Deep3DSketch-im:rapid high-fidelity AI 3D model generation by single freehand sketches
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作者 Tianrun CHEN Runlong CAO +2 位作者 Zejian LI Ying ZANG Lingyun SUN 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2024年第1期149-159,共11页
The rise of artificial intelligence generated content(AIGC)has been remarkable in the language and image fields,but artificial intelligence(AI)generated three-dimensional(3D)models are still under-explored due to thei... The rise of artificial intelligence generated content(AIGC)has been remarkable in the language and image fields,but artificial intelligence(AI)generated three-dimensional(3D)models are still under-explored due to their complex nature and lack of training data.The conventional approach of creating 3D content through computer-aided design(CAD)is labor-intensive and requires expertise,making it challenging for novice users.To address this issue,we propose a sketch-based 3D modeling approach,Deep3DSketch-im,which uses a single freehand sketch for modeling.This is a challenging task due to the sparsity and ambiguity.Deep3DSketch-im uses a novel data representation called the signed distance field(SDF)to improve the sketch-to-3D model process by incorporating an implicit continuous field instead of voxel or points,and a specially designed neural network that can capture point and local features.Extensive experiments are conducted to demonstrate the effectiveness of the approach,achieving state-of-the-art(SOTA)performance on both synthetic and real datasets.Additionally,users show more satisfaction with results generated by Deep3DSketch-im,as reported in a user study.We believe that Deep3DSketch-im has the potential to revolutionize the process of 3D modeling by providing an intuitive and easy-to-use solution for novice users. 展开更多
关键词 Content creation SKETCH three-dimensional(3d)modeling 3d reconstruction Shape from X Artificial intelligence(AI)
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The new era of cardiovascular research:revolutionizing cardiovascular research with 3D models in a dish
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作者 Yuan Yang Hao Yang +1 位作者 Fedir N.Kiskin Joe Z.Zhang 《Medical Review》 2024年第1期68-85,共18页
Cardiovascular research has heavily relied on studies using patient samples and animal models.However,patient studies often miss the data from the crucial early stage of cardiovascular diseases,as obtaining primary ti... Cardiovascular research has heavily relied on studies using patient samples and animal models.However,patient studies often miss the data from the crucial early stage of cardiovascular diseases,as obtaining primary tissues at this stage is impracticable.Transgenic animal models can offer some insights into disease mechanisms,although they usually do not fully recapitulate the phenotype of cardiovascular diseases and their progression.In recent years,a promising breakthrough has emerged in the form of in vitro three-dimensional(3D)cardiovascular models utilizing human pluripotent stem cells.These innovative models recreate the intricate 3D structure of the human heart and vessels within a controlled environment.This advancement is pivotal as it addresses the existing gaps in cardiovascular research,allowing scientists to study different stages of cardiovascular diseases and specific drug responses using human-origin models.In this review,we first outline various approaches employed to generate these models.We then comprehensively discuss their applications in studying cardiovascular diseases by providing insights into molecular and cellular changes associated with cardiovascular conditions.Moreover,we highlight the potential of these 3D models serving as a platform for drug testing to assess drug efficacy and safety.Despite their immense potential,challenges persist,particularly in maintaining the complex structure of 3D heart and vessel models and ensuring their function is comparable to real organs.However,overcoming these challenges could revolutionize cardiovascular research.It has the potential to offer comprehensive mechanistic insights into human-specific disease processes,ultimately expediting the development of personalized therapies. 展开更多
关键词 pluripotent stem cells three-dimensional(3d)models cardiac microtissues cardiac organoids vessel organoids organ-on-a-chip
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