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Interface evolution mechanism and model of atomic diffusion during Al-Au ultrasonic bonding
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作者 ZHANG Wei-xi LUO Jiao +2 位作者 CHEN Xiao-hong WANG Bo-zhe YUAN Hai 《Journal of Central South University》 2025年第3期806-819,共14页
Effects of ultrasonic bonding parameters on atomic diffusion, microstructure at the Al-Au interface, and shear strength of Al-Au ultrasonic bonding were investigated by the combining experiments and finite element (FE... Effects of ultrasonic bonding parameters on atomic diffusion, microstructure at the Al-Au interface, and shear strength of Al-Au ultrasonic bonding were investigated by the combining experiments and finite element (FE) simulation. The quantitative model of atomic diffusion, which is related to the ultrasonic bonding parameters, time and distance, is established to calculate the atomic diffusion of the Al-Au interface. The maximum relative error between the calculated and experimental fraction of Al atom is 7.35%, indicating high prediction accuracy of this model. During the process of ultrasonic bonding, Au8Al3 is the main intermetallic compound (IMC) at the Al-Au interface. With larger bonding forces, higher ultrasonic powers and longer bonding time, it is more difficult to remove the oxide particles from the Al-Au interface, which hinders the atomic diffusion. Therefore, the complicated stress state and the existence of oxide particles both promotes the formation of holes. The shear strength of Al-Au ultrasonic bonding increases with increasing bonding force, ultrasonic power and bonding time. However, combined with the presence of holes at especial parameters, the optimal ultrasonic bonding parameter is confirmed to be a bonding force of 23 gf, ultrasonic power of 75 mW and bonding time of 21 ms. 展开更多
关键词 Al-Au ultrasonic bonding model of atomic diffusion Au_(8)Al_(3) shear strength ultrasonic power
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DIFFUSION MODELLING IN GARNET FROM TSO MORARI ECLOGITE AND IMPLICATIONS FOR EXHUMATION MODELS 被引量:4
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作者 Patrick J.,O’Brien 1,Himanshu K. Sachan 2 (1 Bayerisches Geoinstitut, Universitt Bayreuth, D\|95440 Bayreuth, Germany,E\|mail:Patrick. Obrien@uni\|bayreuth.de 2 Wadia Institute of Himalayan Geology, Dehra Dun\|248001, India,E\|mail:wihg@giasdl01. 《地学前缘》 EI CAS CSCD 2000年第S1期25-27,共3页
The results of recent geothermobarometric and geochronological investigations of scarce eclogites of the NW Himalaya (Tso Morari (Ladakh), India and Kaghan Valley, Pakistan) have caused a major rethink of tectonometam... The results of recent geothermobarometric and geochronological investigations of scarce eclogites of the NW Himalaya (Tso Morari (Ladakh), India and Kaghan Valley, Pakistan) have caused a major rethink of tectonometamorphic models for India\|Asia collision. Numerous petrologic studies have been undertaken on the age and origin of metamorphism in the Higher Himalayan Crystallines (HHC) and Lesser Himalaya formations (LH) and their relationship to granite magmatism and movements along the Main Central Thrust (MCT) and South Tibetan Detachment Fault (STDF). However, all of these events are essentially Miocene (or younger) in age and can clearly be distinguished from subduction and exhumation processes undergone by the eclogites which are of Eocene age (Tonarini et al. 1993; Spencer & Gebauer; 1996; de Sigoyer et al. 1999) and relate to the very early stages of the collision. Eclogites of eastern Ladakh are mafic lenses found in granitic gneisses (Ordovician intrusive age: Girard & Bussy 1999) and their surrounding late Pre\|Cambrian to early Cambrian sedimentary units in the Tso Morari dome (see Steck et al. 1998). Detailed petrological and geochronological studies (Guillot et al. 1997; de Sigoyer et al. 1997, 1999) have identified an eclogite facies stage (2000±300)MPa, (580±60)℃ followed by isothermal decompression associated with glaucophane growth at around (1100±200)MPa. Dating of different phases by different methods yielded ages around 55Ma for this stage ((55±17) Ma, U\|Pb, Aln; (55±12) Ma, Lu\|Hf, Grt\|Cpx\|Rt; (55±7) Ma, Sm\|Nd, Grt\|Gln\|Rt). A subsequent amphibolite facies overprint at slightly higher temperature (610±70)℃ was dated at 45~48Ma (metabasite: (47±11) Ma, Sm\|Nd, Grt\|Hbl; metapelite: (45±4) Ma, Rb\|Sr, Mu\|Ap\|WR and (48±2) Ma, Ar\|Ar, Phe). By (30±1) Ma (Ar\|Ar, Bt\|Mu) retrogression into the greenschist facies had occurred (de Sigoyer et al. 1999). These data indicate a two stage history with early exhumation being much faster (>4mm/a) than the later evolution (1~2mm/a). 展开更多
关键词 ECLOGITE Tso Morari diffusion modelling GARNET temperature\|time\|path
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Theoretical Model of Transformation Superlastic Diffusion Bonding for Eutectoid Steel 被引量:2
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作者 LU Shi-hong, YUN Jun-bi (College of Mechanic and Electricial Engineering, Nanjing University of Aeronautics & Astronautics, Nanjing 210016, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期13-14,共2页
Based on current theories of diffusion and creep cavity closure at high temperature, a theoretical analysis of phase transformation diffusion bonding for T8/T8 eutectoid steel is carried out. The diffusion bonding is ... Based on current theories of diffusion and creep cavity closure at high temperature, a theoretical analysis of phase transformation diffusion bonding for T8/T8 eutectoid steel is carried out. The diffusion bonding is mainly described as two-stage process: Ⅰ The interfacial cavity with shape change from diamond to cylinder.Ⅱ The radius of the cylindrical cavity are reduced and eliminated gradually. A new theoretical model is established for the process of transformation superplastic diffusion bonding (TSDB) on the basis of a theoretical model for isothermal superplastic diffusion. The model can predict the bonding quality which is affected by technological parameters, such as limit cycling temperature, the compressive stress, the numbers of thermal cycles and temperature cycling through the phase transformation in the thermal cycling and so on. Results show that the maximum temperature, the compressive stress, the numbers of thermal cycles and the rate of temperature changing speed in the thermal cycling have an important influence on TSDB process. Meanwhile, reasonable technological parameters chosen from theoretical analysis is in good agreement with those obtained from experimental results. 展开更多
关键词 TSDB eutectoid steel phase transformation SUPERPLASTICITY diffusion bonding theoretical model
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Microstructure modeling and virtual test of asphalt mixture based on three-dimensional discrete element method 被引量:4
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作者 马涛 张德育 +2 位作者 张垚 赵永利 黄晓明 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第6期1525-1534,共10页
The objective of this work is to model the microstructure of asphalt mixture and build virtual test for asphalt mixture by using Particle Flow Code in three dimensions(PFC^(3D))based on three-dimensional discrete elem... The objective of this work is to model the microstructure of asphalt mixture and build virtual test for asphalt mixture by using Particle Flow Code in three dimensions(PFC^(3D))based on three-dimensional discrete element method.A randomly generating algorithm was proposed to capture the three-dimensional irregular shape of coarse aggregate.And then,modeling algorithm and method for graded aggregates were built.Based on the combination of modeling of coarse aggregates,asphalt mastic and air voids,three-dimensional virtual sample of asphalt mixture was modeled by using PFC^(3D).Virtual tests for penetration test of aggregate and uniaxial creep test of asphalt mixture were built and conducted by using PFC^(3D).By comparison of the testing results between virtual tests and actual laboratory tests,the validity of the microstructure modeling and virtual test built in this study was verified.Additionally,compared with laboratory test,the virtual test is easier to conduct and has less variability.It is proved that microstructure modeling and virtual test based on three-dimensional discrete element method is a promising way to conduct research of asphalt mixture. 展开更多
关键词 asphalt mixture microstructure modeling virtual test discrete element method three-dimensional method
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Three-dimensional land FD-CSEM forward modeling using edge finite-element method 被引量:3
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作者 LIU Jian-xin LIU Peng-mao TONG Xiao-zhong 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第1期131-140,共10页
A modeling tool for simulating three-dimensional land frequency-domain controlled-source electromagnetic surveys,based on a finite-element discretization of the Helmholtz equation for the electric fields,has been deve... A modeling tool for simulating three-dimensional land frequency-domain controlled-source electromagnetic surveys,based on a finite-element discretization of the Helmholtz equation for the electric fields,has been developed.The main difference between our modeling method and those previous works is edge finite-element approach applied to solving the three-dimensional land frequency-domain electromagnetic responses generated by horizontal electric dipole source.Firstly,the edge finite-element equation is formulated through the Galerkin method based on Helmholtz equation of the electric fields.Secondly,in order to check the validity of the modeling code,the numerical results are compared with the analytical solutions for a homogeneous half-space model.Finally,other three models are simulated with three-dimensional electromagnetic responses.The results indicate that the method can be applied for solving three-dimensional electromagnetic responses.The algorithm has been demonstrated,which can be effective to modeling the complex geo-electrical structures.This efficient algorithm will help to study the distribution laws of3-D land frequency-domain controlled-source electromagnetic responses and to setup basis for research of three-dimensional inversion. 展开更多
关键词 three-dimensional model frequency-domain electromagnetic method horizontal electric dipole forward modeling edge finite-element
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Three-dimensional forward modeling for magnetotelluric sounding by finite element method 被引量:3
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作者 童孝忠 柳建新 +3 位作者 谢维 徐凌华 郭荣文 程云涛 《Journal of Central South University》 SCIE EI CAS 2009年第1期136-142,共7页
A finite element algorithm combined with divergence condition was presented for computing three-dimensional(3D) magnetotelluric forward modeling. The finite element equation of three-dimensional magnetotelluric forwar... A finite element algorithm combined with divergence condition was presented for computing three-dimensional(3D) magnetotelluric forward modeling. The finite element equation of three-dimensional magnetotelluric forward modeling was derived from Maxwell's equations using general variation principle. The divergence condition was added forcedly to the electric field boundary value problem, which made the solution correct. The system of equation of the finite element algorithm was a large sparse, banded, symmetric, ill-conditioned, non-Hermitian complex matrix equation, which can be solved using the Bi-CGSTAB method. In order to prove correctness of the three-dimensional magnetotelluric forward algorithm, the computed results and analytic results of one-dimensional geo-electrical model were compared. In addition, the three-dimensional magnetotelluric forward algorithm is given a further evaluation by computing COMMEMI model. The forward modeling results show that the algorithm is very efficient, and it has a lot of advantages, such as the high precision, the canonical process of solving problem, meeting the internal boundary condition automatically and adapting to all kinds of distribution of multi-substances. 展开更多
关键词 magnetotelluric sounding three-dimensional forward modeling finite element method general variation principle divergence condition
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Dynamic models of technology management capability development based on knowledge diffusion 被引量:1
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作者 Weiwei Wu Bo Yu Jian Wang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第2期228-237,共10页
Technology management is recognized as a key for organizations to achieve competitiveness. How to promote an organization’s technology management capability is of great significance in creating efficiencies and achie... Technology management is recognized as a key for organizations to achieve competitiveness. How to promote an organization’s technology management capability is of great significance in creating efficiencies and achieving a competitive edge. The knowledge essence of technology management capability is introduced and then the correlation between knowledge diffusion and the development of technology management capability is discussed. Further, the basic and extended dynamic models of the development of technology management capability are constructed, and is applied into an enterprise. The results show that the dynamic models can well explain how the knowledge improves the development of technology management capability, and they can be used as an useful tool by an enterprise to promote technology management capability. Finally, the managerial implications of the models are discussed. 展开更多
关键词 technology management knowledge diffusion dynamic model.
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Risk Assessment of Coal Mine Water Hazard Based on Three-Dimensional Model of Geology and Underground Space 被引量:1
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作者 Kai Zhang~1,Ming Huang~1,Bin Tang~2,Fan Cui~1 1.Laboratory of Coal Resources and Mine Safety,China University of Mining and Technology,Beijing 100083,China. 2.China Water Investment Co.Ltd,Beijing 100053,China 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期279-279,共1页
Mine safety have top-five disasters,which including the water,gas,fire,dust and geological dynamic disaster.The coal mine water disaster is one of the important factors which restricted the development of China’s coa... Mine safety have top-five disasters,which including the water,gas,fire,dust and geological dynamic disaster.The coal mine water disaster is one of the important factors which restricted the development of China’s coal production.It is showed by statistics that 60%of mine accidents are affected by groundwater,which not only result in the production losses,casualties and a variety of 展开更多
关键词 DISASTER risk assessment three-dimensional model of GEOLOGY and UNDERGROUND space emergency RESCUE
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Dynamics of the HBV model with diffusion and time delay 被引量:2
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作者 QIAO mei-hong,QI huan(Department of Control Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074) 《医用生物力学》 EI CAS CSCD 2009年第S1期117-118,共2页
Chronic hepatitis B infection is a major health problem,with approximately 350 million virus carriers worldwide.In Africa,about 30%-60% of children and 60%-100% of adults have
关键词 HBV TIME Dynamics of the HBV model with diffusion and time delay
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MSF-Diffuser:BEV下基于扩散模型的多传感器自适应融合自动驾驶方法
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作者 王明辰 王海 +2 位作者 蔡英凤 陈龙 李祎承 《汽车工程》 北大核心 2025年第6期1122-1132,共11页
自动驾驶算法是当前智能汽车的主要研究内容。目前,为了实现全景自动驾驶,国内大多采用多传感器融合的方式。然而现有的方案都存在对传感器利用率低、融合策略不合理等问题。针对这些问题,本文提出了一种BEV下基于多传感器(视觉+激光雷... 自动驾驶算法是当前智能汽车的主要研究内容。目前,为了实现全景自动驾驶,国内大多采用多传感器融合的方式。然而现有的方案都存在对传感器利用率低、融合策略不合理等问题。针对这些问题,本文提出了一种BEV下基于多传感器(视觉+激光雷达+毫米波雷达)融合的自动驾驶框架。在该框架中,采用基于点和速度双重编码并进行特征交互来提取毫米波雷达点云特征,提高了毫米波雷达信息的利用率,并更加便于进行后续的融合。在融合模块,本文使用LSTM存储多模态传感器的特征以及融合后的BEV特征,从而计算不同模态传感器特征之间的一致性损失和融合BEV特征与历史帧的连续性损失,使特征融合更为平滑、精准。最后,引入扩散模型,并提出Multi-modal U-Net进行降噪,提高了模型规划轨迹的鲁棒性。本文使用CARLA模拟器,在最具权威的Longest-06基准和Town-05 Long基准上进行了广泛的实验,分别取得了73.80±1.01和73.7±1.3的DS(驾驶得分),与现有的自动驾驶方法相比,本文实现了更好的全景自动驾驶,且拥有更好的性能和灵活性。 展开更多
关键词 自动驾驶 多传感器融合 特征交互 扩散模型
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Prediction of three-dimensional elastic behavior of filament-wound composites based on the bridging model
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作者 Dong-mei Yin Bao-ming Li Hong-cheng Xiao 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第2期609-616,共8页
This work provides a method to predict the three-dimensional equivalent elastic properties of the filament-wound composites based on the multi-scale homogenization principle.In the meso-scale,a representative volume e... This work provides a method to predict the three-dimensional equivalent elastic properties of the filament-wound composites based on the multi-scale homogenization principle.In the meso-scale,a representative volume element(RVE)is defined and the bridging model is adopted to establish a theoretical predictive model for its three-dimensional equivalent elastic constants.The results obtained through this method for the previous experimental model are compared with the ones gained respectively by experiments and classical laminate theory to verify the reliability of this model.In addition,the effects of some winding parameters,such as winding angle,on the equivalent elastic behavior of the filament-wound composites are analyzed.The rules gained can provide a theoretical reference for the optimum design of filament-wound composites. 展开更多
关键词 Lightweight design Filament-wound composites Bridging model three-dimensional elastic properties
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Torsional dynamic response of tapered pile considering compaction effect and stress diffusion effect 被引量:11
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作者 GUAN Wen-jie WU Wen-bing +2 位作者 JIANG Guo-sheng CHIN Jian Leo DENG Guo-dong 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第12期3839-3851,共13页
Considering both the compaction effect of pile surrounding soil and the stress diffusion effect of pile end soil,this paper theoretically investigates the torsional vibration characteristics of tapered pile.Utilizing ... Considering both the compaction effect of pile surrounding soil and the stress diffusion effect of pile end soil,this paper theoretically investigates the torsional vibration characteristics of tapered pile.Utilizing the complex stiffness transfer model to simulate compaction effect and tapered fictitious soil pile model to simulate stress diffusion,the analytical solution for the torsional impedance at tapered pile top is obtained by virtue of Laplace transform technique and impedance transfer method.Based on the present solution,a parametric study is conducted to investigate the rationality of the present solution and the influence of soil and pile properties on the torsional vibration characteristics of tapered pile embedded in layered soil.The results show that,both the compaction effect and stress diffusion effect have significant influence on the torsional vibration characteristics of tapered pile,and these two factors should be considered during the dynamic design of pile foundation. 展开更多
关键词 tapered pile compaction effect stress diffusion effect complex stiffness transfer model tapered fictitious soil pile model
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Three-dimensional finite element analysis on effects of tunnel construction on nearby pile foundation 被引量:6
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作者 杨敏 孙庆 +1 位作者 李卫超 马亢 《Journal of Central South University》 SCIE EI CAS 2011年第3期909-916,共8页
A three-dimensional finite element simulation was carried out to investigate the effects of tunnel construction on nearby pile foundation.The displacement controlled model (DCM) was used to simulate the tunneling-indu... A three-dimensional finite element simulation was carried out to investigate the effects of tunnel construction on nearby pile foundation.The displacement controlled model (DCM) was used to simulate the tunneling-induced volume loss effects.The numerical model was verified based on the results of a centrifuge test and a set of parametric studies was implemented based on this model.There is good agreement between the trend of the results of the centrifuge test and the present model.The results of parametric studies show that the tunnelling-induced pile internal force and deformation depend mainly on the pile?tunnel distance,the pile length to tunnel depth ratio and the volume loss.Two different zones are separated by a 45° line projected from the tunnel springline.Within the zone of influence,the pile is subjected to tensile force and large settlement;whereas outside the zone of influence,dragload and small settlement are induced.It is also established that the impact of tunnelling on a pile group is substantially smaller as compared with a single pile in the same location with the rear pile in a group,demonstrating a positive pile group effect. 展开更多
关键词 finite element analysis TUNNELLING pile foundation three-dimensional simulation displacement controlled model
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Numerical prediction of inner turbulent flow in conical diffuser by using a new five-point scheme and DLR k-ε turbulence model 被引量:2
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作者 蒋光彪 何永森 +1 位作者 舒适 肖映雄 《Journal of Central South University》 SCIE EI CAS 2008年第S1期181-186,共6页
The internal turbulent flow in conical diffuser is a very complicated adverse pressure gradient flow.DLR k-ε turbulence model was adopted to study it.The every terms of the Laplace operator in DLR k-ε turbulence mod... The internal turbulent flow in conical diffuser is a very complicated adverse pressure gradient flow.DLR k-ε turbulence model was adopted to study it.The every terms of the Laplace operator in DLR k-ε turbulence model and pressure Poisson equation were discretized by upwind difference scheme.A new full implicit difference scheme of 5-point was constructed by using finite volume method and finite difference method.A large sparse matrix with five diagonals was formed and was stored by three arrays of one dimension in a compressed mode.General iterative methods do not work wel1 with large sparse matrix.With algebraic multigrid method(AMG),linear algebraic system of equations was solved and the precision was set at 10-6.The computation results were compared with the experimental results.The results show that the computation results have a good agreement with the experiment data.The precision of computational results and numerical simulation efficiency are greatly improved. 展开更多
关键词 conical diffusER turbulent flow DLR k-ε turbulence model 5-point scheme ALGEBRAIC MULTIGRID method(AMG)
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Isothermal diffusion of water vapor in unsaturated soils based on Fick’s second law 被引量:8
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作者 LIU Fei-fei MAO Xue-song +3 位作者 ZHANG Jian-xun WU Qian LI Ying-ying XU Cheng 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第7期2017-2031,共15页
In arid regions, water vapor diffusion predominates the total water migration in unsaturated soil, which significantly influences agriculture and engineering applications. With the aim of revealing the diffusion mecha... In arid regions, water vapor diffusion predominates the total water migration in unsaturated soil, which significantly influences agriculture and engineering applications. With the aim of revealing the diffusion mechanism of water vapor in unsaturated soil, a water vapor migration test device was developed to conduct the water vapor migration indoor test. The test results demonstrate that the characteristics of water vapor diffusion in unsaturated soil conformed to Fick’s second law. A mathematical model for water vapor diffusion under isothermal conditions in unsaturated soil was established based on Fick’s law. Factors including the initial moisture content gradient, initial moisture content distribution, soil type and temperature that affect the water vapor diffusion coefficient were analyzed. The results show that there was good agreement between the moisture content calculated by the mathematical model and obtained by the indoor experiment. The vapor diffusion coefficient increased with increasing initial moisture content gradient and temperature. When the initial moisture content gradient is constant, the vapor diffusion coefficient increases with the increase of matrix suction ratio in dry and wet soil section. The effect of soil type on the water vapor diffusion coefficient was complex, as both the moisture content and soil particle sizes affected the water vapor diffusion. 展开更多
关键词 water vapor diffusion coefficient unsaturated soil mathematical model initial moisture content gradient initial moisture content distribution soil type TEMPERATURE
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Phenomenological models of diffusivities based on local composition
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作者 YAN Jianmin,XIAO Wende (School of Chemistry and Chemical Engineering,Shanghai JiaoTong University,Shanghai 200240) 《化工进展》 EI CAS CSCD 北大核心 2011年第S2期30-35,共6页
In phenomenological models,diffusivity is at least a function of composition and the diffusivities at infinite dilution.An additional parameter(?),which can be determined by diffusivity in midpoint,are specially broug... In phenomenological models,diffusivity is at least a function of composition and the diffusivities at infinite dilution.An additional parameter(?),which can be determined by diffusivity in midpoint,are specially brought forward as token of fractional friction related with the interactions of same molecules in this paper,to extrapolate a new correlative equation for the mutual Maxwell-Stefan diffusivities.Furthermore,the correlative equation can be extended to calculate diffusivities in multicomponent mixtures based on binary data alone.The theoretical calculations are evaluated with published experimental data.The M-S diffusivities in a three-component liquid system are regarded as binary coefficients,the predictive results also agree with the experimental data.Results indicate that the model with additional coefficients is superior to currently used Darken methods,especially for systems of polar organic-water and those containing associative component. 展开更多
关键词 diffusIVITY diffusion PHENOMENOLOGICAL modelS Maxwell-Stefan’s LAW
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InternDiffuseDet:结合可变形卷积和扩散模型的目标检测方法 被引量:4
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作者 袁志祥 高永奇 《计算机工程与应用》 CSCD 北大核心 2024年第12期203-215,共13页
针对现有目标检测中存在的漏检和误检、特征提取能力有限、处理复杂场景时检测精度不高等问题,基于DiffusionDet进行改进,提出了一种结合可变形卷积和扩散模型的目标检测方法。以模型在进入检测头之前需要更多且优质的特征图为核心思想... 针对现有目标检测中存在的漏检和误检、特征提取能力有限、处理复杂场景时检测精度不高等问题,基于DiffusionDet进行改进,提出了一种结合可变形卷积和扩散模型的目标检测方法。以模型在进入检测头之前需要更多且优质的特征图为核心思想,在主干网络中引入InternImage和DCNv3可变形卷积算子提升模型的感受野和非线性建模能力。对中间层的FPN特征金字塔进行改进,设计了一种基于选择性加权的特征金字塔CS-FPN;利用深度可分离卷积实现通道和区域的分离,同时采用CARAFE算子替代传统的上采样操作,提高分辨率和语义信息的传递;随后利用SGE注意力机制对特征图进行重组,以确保特征图在扩散的过程中保留更多的层次化信息。在特征图进入检测头之前,进行DDIM的扩散操作,获得不同时刻的特征图,以扩充检测特征图的数量。最后在目标框匹配和损失函数方面采用EIOU算法以处理目标框之间的位置偏移和尺度差异。实验数据显示,在COCO数据集和道路检测数据集上,改进后的模型在相同的实验环境下比原有模型分别提升了3.8和3.6个百分点。实验结果表明该方法在提高目标检测的准确性和鲁棒性方面具有一定的潜力,并为解决现实场景中的目标检测问题提供了新的思路和方法。 展开更多
关键词 diffusionDet 可变形卷积 扩散模型 特征金字塔 损失函数
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基于残差扩散模型的遥感超分辨率图像生成研究 被引量:1
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作者 左宪禹 田展硕 +4 位作者 殷梦晗 党兰学 乔保军 刘扬 谢毅 《河南师范大学学报(自然科学版)》 北大核心 2025年第3期58-65,I0007,F0002,共10页
传统基于扩散的图像超分辨率方法通常需要大量采样步骤,并且优化功能强大的扩散模型需要耗费大量运算时间.为了在有限的计算资源上实现训练,现有的加速采样技术往往会牺牲部分图像质量,导致超分辨率结果模糊.为了解决这一问题,提出了一... 传统基于扩散的图像超分辨率方法通常需要大量采样步骤,并且优化功能强大的扩散模型需要耗费大量运算时间.为了在有限的计算资源上实现训练,现有的加速采样技术往往会牺牲部分图像质量,导致超分辨率结果模糊.为了解决这一问题,提出了一种改进的、高效的残差超分辨扩散模型.通过构建马尔可夫链,在高分辨率图像和低分辨率图像之间移动残差来实现图像之间的转移,有效减少扩散步骤的数量.该方法保证了超分辨率结果的质量和灵活性,同时也提高了转移效率,消除了推理过程中需要的后加速及其相关图像细节特征的退化.实验证明,即使只执行15个采样步骤,所提的方法在合成数据集和真实数据集上也可以获得优于或至少可以与当前最先进方法相当的图像质量. 展开更多
关键词 遥感 超分辨率 图像生成 残差移动 残差扩散模型
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锂离子电池电化学-热-应力三维耦合建模及应力分布研究 被引量:2
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作者 刘素贞 陈永博 +2 位作者 张闯 徐志成 金亮 《电工技术学报》 北大核心 2025年第4期1307-1322,共16页
锂离子电池工作过程中产生的扩散诱导应力和热应力,会导致电池内部发生多种形式的力学损伤,进而导致电池容量减少和寿命缩短,准确获取锂离子电池应力分布和演变情况对研究电池老化机制至关重要。因此亟须研究一种能够获取锂离子电池工... 锂离子电池工作过程中产生的扩散诱导应力和热应力,会导致电池内部发生多种形式的力学损伤,进而导致电池容量减少和寿命缩短,准确获取锂离子电池应力分布和演变情况对研究电池老化机制至关重要。因此亟须研究一种能够获取锂离子电池工作过程中内部应力分布及演化的方法,以揭示应力对其寿命的影响,进一步提高设计和优化的效率。该文首先研究锂离子电池电化学、热、力的多物理场耦合机制,建立锂离子电池电化学-热-应力三维耦合模型;其次搭建锂离子电池充放电实验平台并测试不同倍率下电池的表面温度和表面压力,验证了所建模型的有效性;最后通过验证后的模型分析了电池在不同倍率恒流充电过程中内部应力分布及演化规律。该模型可以有效获取锂离子电池在运行过程中的应力分布情况,有助于电池失效机理研究,为电池的优化设计和应用提供参考。 展开更多
关键词 锂离子电池 三维耦合模型 扩散诱导应力 热应力 应力分布
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土力学溃坝模型的理论与方法评价 被引量:1
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作者 巨江 刘少斌 +1 位作者 张若羽 兰志良 《泥沙研究》 北大核心 2025年第1期1-8,共8页
土力学溃坝模型理论和方法不成熟,包括溃口侵蚀方程漏掉了溃口长度和坝体干容重,溃口纵剖面形状人为假设,溃口横向展宽依赖于侵蚀深度等缺陷,导致计算的溃口流量与流速过程线,溃口下切与库水位降落过程线,溃口展宽过程线均与实测资料偏... 土力学溃坝模型理论和方法不成熟,包括溃口侵蚀方程漏掉了溃口长度和坝体干容重,溃口纵剖面形状人为假设,溃口横向展宽依赖于侵蚀深度等缺陷,导致计算的溃口流量与流速过程线,溃口下切与库水位降落过程线,溃口展宽过程线均与实测资料偏差较大,甚至规律性失真。溃坝扩散模型在经历了溃口纵剖面下切与横断面展宽的中间验证后,又用堰塞湖溃坝和土石坝溃坝实测资料与土力学方法最终对比,更客观地揭示了溃坝机理和规律。反映了坝体几何尺寸、材料特性、溃口水力特性及库容特性对溃口发展的综合影响,在溃坝应急抢险及数字模型平台中具有广泛的应用前景。 展开更多
关键词 堰塞湖 溃坝扩散模型 误差函数 土力学
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