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Quantum geometric tensor and the topological characterization of the extended Su-Schrieffer-Heeger model
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作者 曾相龙 赖文喜 +1 位作者 魏祎雯 马余全 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第3期260-265,共6页
We investigate the quantum metric and topological Euler number in a cyclically modulated Su-Schrieffer-Heeger(SSH)model with long-range hopping terms.By computing the quantum geometry tensor,we derive exact expression... We investigate the quantum metric and topological Euler number in a cyclically modulated Su-Schrieffer-Heeger(SSH)model with long-range hopping terms.By computing the quantum geometry tensor,we derive exact expressions for the quantum metric and Berry curvature of the energy band electrons,and we obtain the phase diagram of the model marked by the first Chern number.Furthermore,we also obtain the topological Euler number of the energy band based on the Gauss-Bonnet theorem on the topological characterization of the closed Bloch states manifold in the first Brillouin zone.However,some regions where the Berry curvature is identically zero in the first Brillouin zone result in the degeneracy of the quantum metric,which leads to ill-defined non-integer topological Euler numbers.Nevertheless,the non-integer"Euler number"provides valuable insights and an upper bound for the absolute values of the Chern numbers. 展开更多
关键词 quantum geometric tensor topological Euler number Chern number Berry curvature quantum metric Su-Schrieffer-Heeger(SSH)model
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Prediction of(n,2n)reaction cross-sections of long-lived fission products based on tensor model
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作者 Jia-Li Huang Hui Wang +7 位作者 Ying-Ge Huang Er-Xi Xiao Yu-Jie Feng Xin Lei Fu-Chang Gu Long Zhu Yong-Jing Chen Jun Su 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2024年第10期208-221,共14页
Interest has recently emerged in potential applications of(n,2n)reactions of unstable nuclei.Challenges have arisen because of the scarcity of experimental cross-sectional data.This study aims to predict the(n,2n)reac... Interest has recently emerged in potential applications of(n,2n)reactions of unstable nuclei.Challenges have arisen because of the scarcity of experimental cross-sectional data.This study aims to predict the(n,2n)reaction cross-section of long-lived fission products based on a tensor model.This tensor model is an extension of the collaborative filtering algorithm used for nuclear data.It is based on tensor decomposition and completion to predict(n,2n)reaction cross-sections;the corresponding EXFOR data are applied as training data.The reliability of the proposed tensor model was validated by comparing the calculations with data from EXFOR and different databases.Predictions were made for long-lived fission products such as^(60)Co,^(79)Se,^(93)Zr,^(107)P,^(126)Sn,and^(137)Cs,which provide a predicted energy range to effectively transmute long-lived fission products into shorter-lived or less radioactive isotopes.This method could be a powerful tool for completing(n,2n)reaction cross-sectional data and shows the possibility of selective transmutation of nuclear waste. 展开更多
关键词 (n 2n)Reaction cross-section tensor model Machine learning Collaborative filtering algorithm Selective transmutation
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A model LayerDFN for characterizing the inherent anisotropic rocks with large-scale and dense joints
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作者 Gang Han Shuling Huang +4 位作者 Chuanqing Zhang Xiuli Ding Yuting Zhang Yang Gao Jun He 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第3期1569-1584,共16页
Large-scale and heavily jointed rocks have inherent planes of anisotropy and secondary structural planes,such as dominant joint sets and random fractures,which result in significant differences in their failure mechan... Large-scale and heavily jointed rocks have inherent planes of anisotropy and secondary structural planes,such as dominant joint sets and random fractures,which result in significant differences in their failure mechanism and deformation behavior compared to other rock types.To address this issue,inherent anisotropic rocks with large-scale and dense joints are considered to be composed of the rock matrix,inherent planes of anisotropy,and secondary structural planes.Then a new implicit continuum model called LayerDFN is developed based on the crack tensor and damage tensor theories to characterize the mechanical properties of inherent anisotropic rocks.Furthermore,the LayerDFN model is implemented in the FLAC3D software,and a series of numerical results for typical example problems is compared with those obtained from the 3DEC,the analytical solutions,similar classical models,laboratory uniaxial compression tests,and field rigid bearing plate tests.The results demonstrate that the LayerDFN model can effectively capture the anisotropic mechanical properties of inherent anisotropic rocks,and can quantitatively characterize the damaging effect of the secondary structural planes.Overall,the numerical method based on the LayerDFN model provides a comprehensive and reliable approach for describing and analyzing the behavior of inherent anisotropic rocks,which will provide valuable insights for engineering design and decision-making processes. 展开更多
关键词 Inherent anisotropic rocks Secondary structural planes Constitutive model Crack tensor Damage tensor
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Three-dimensional tensor controlled-source electromagnetic modeling based on the vector finite-element method 被引量:8
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作者 胡英才 李桐林 +2 位作者 范翠松 王大勇 李建平 《Applied Geophysics》 SCIE CSCD 2015年第1期35-46,121,共13页
Scalar CSAMT is only suitable for measurements in one and two dimensions perpendicular to geological structures. For complex 3D geoelectric structure, tensor CSAMT is more suitable. In this paper, we discuss 3D tensor... Scalar CSAMT is only suitable for measurements in one and two dimensions perpendicular to geological structures. For complex 3D geoelectric structure, tensor CSAMT is more suitable. In this paper, we discuss 3D tensor CSAMT forward modeling using the vector finite-element method. To verify the feasibility of the algorithm, we calculate the electric field, magnetic field, and tensor impedance of the 3D CSAMT far-zone field in layered media and compare them with theoretical solutions. In addition, a three-dimensional anomaly in half-space is also simulated, and the response characteristics of the impedance tensor and the apparent resistivity and impedance phase are analyzed. The results suggest that the vector finite-element method produces high-precision electromagnetic field and impedance tensor data, satisfies the electric field discontinuity, and does not require divergence correction using the vector finite-element method. 展开更多
关键词 CSAMT model impedance tensor VFEM
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Modeling of Carrier-based Aircraft Ski Jump Take-off Based on Tensor 被引量:8
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作者 刘伟伟 屈香菊 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2005年第4期326-335,共10页
A general mathematical model of carrier-based aircraft ski jump take-off is derived based on tensor. The carrier, the aircraft body and the movable parts of the landing gears are treated as independent entities. These... A general mathematical model of carrier-based aircraft ski jump take-off is derived based on tensor. The carrier, the aircraft body and the movable parts of the landing gears are treated as independent entities. These entities are assembled into a multi-rigid-body system with flexible links. Dynamical equations of each entity are derived on the basis of the Newton law and the Euler transformation. Using the invariance property of the tensor, the dynamical and kinematical equations are converted to tensor forms which are invariant under time-dependent coordinate transformations. Then the tensor-formed equations are expressed by the matrix operation. Differential equation group of the matrix form is formulated for the programming. The closure of the model is discussed, and the simulation results are given. 展开更多
关键词 mathematical model tensor carrier-based aircraft ski jump TAKE-OFF
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An improved fiber tracking algorithm based on fiber assignment using the continuous tracking algorithm and two-tensor model 被引量:2
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作者 Liuhong Zhu Gang Guo 《Neural Regeneration Research》 SCIE CAS CSCD 2012年第21期1667-1674,共8页
This study tested an improved fiber tracking algorithm, which was based on fiber assignment using a continuous tracking algorithm and a two-tensor model. Different models and tracking decisions were used by judging th... This study tested an improved fiber tracking algorithm, which was based on fiber assignment using a continuous tracking algorithm and a two-tensor model. Different models and tracking decisions were used by judging the type of estimation of each voxel. Thismethod should solve the cross-track problem. This study included eight healthy subjects, two axonal injury patients and seven demyelinating disease patients. This new algorithm clearly exhibited a difference in nerve fiber direction between axonal injury and demyelinating disease patients and healthy control subjects. Compared with fiber assignment with a continuous tracking algorithm, our novel method can track more and longer nerve fibers, and also can solve the fiber crossing problem. 展开更多
关键词 two-tensor model fiber assignment by continuous tracking fiber tracking axonal injury demyelinating disease diffusion tensor imaging neural regeneration
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Fast 3D forward modeling of the magnetic field and gradient tensor on an undulated surface 被引量:1
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作者 Li Kun Chen Long-Wei +4 位作者 Chen Qing-Rui Dai Shi-Kun Zhang Qian-Jiang Zhao Dong-Dong Ling Jia-Xuan 《Applied Geophysics》 SCIE CSCD 2018年第3期500-512,共13页
Magnetic field gradient tensor technique provides abundant data for delicate inversion of subsurface magnetic susceptibility distribution. Large scale magnetic data inversion imaging requires high speed and accuracy f... Magnetic field gradient tensor technique provides abundant data for delicate inversion of subsurface magnetic susceptibility distribution. Large scale magnetic data inversion imaging requires high speed and accuracy for forward modeling. For arbitrarily distributed susceptibility data on an undulated surface, we propose a fast 3D forward modeling method in the wavenumber domain based on(1) the wavenumber-domain expression of the prism combination model and the Gauss–FFT algorithm and(2) cubic spline interpolation. We apply the proposed 3D forward modeling method to synthetic data and use weighting coefficients in the wavenumber domain to improve the modeling for multiple observation surfaces, and also demonstrate the accuracy and efficiency of the proposed method. 展开更多
关键词 Undulated SURFACE magnetic FI eld gradient tensor 3D FORWARD modeling Gauss– FFT algorithm WAVENUMBER domain
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Diffusion tensor imaging as a tool to detect presymptomatic axonal degeneration in a preclinical spinal cord model of amyotrophic lateral sclerosis 被引量:1
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作者 Rodolfo Gabriel Gatto 《Neural Regeneration Research》 SCIE CAS CSCD 2018年第3期425-426,共2页
The G93A-SOD1 mice model and MRI diffusion as a preclinical tool to study amyotrophic lateral sclerosis (ALS): ALS is a progressive neurological disease characterized primarily by the development of limb paralysis,... The G93A-SOD1 mice model and MRI diffusion as a preclinical tool to study amyotrophic lateral sclerosis (ALS): ALS is a progressive neurological disease characterized primarily by the development of limb paralysis, which eventually leads to lack of control on muscles under voluntary control and death within 3–5 years. Genetic heterogeneity and environmental factors play a critical role in the rate of disease progression and patients display faster declines once the symptoms have manifested. Since its original discovery, ALS has been associated with pathological alterations in motor neurons located in the spinal cord (SC), where neuronal loss by a mutation in the protein superoxide dismutase in parenthesis (mSOD1) and impairment in axonal connectivity, have been linked to early functional impairments. In addition,mechanisms of neuroinflammation, apoptosis, necroptosis and autophagy have been also implicated in the development of this disease. Among different animal models developed to study ALS, the transgenic G93A-SOD1 mouse has become recognized as a benchmark model for preclinical screening of ALS therapies. Furthermore, the progressive alterations in the locomotor phenotype expressed in this model closely resemble the progressive lower limb dysfunction of ALS patients. Among other imaging tools, MR diffusion tensor imaging (DTI) has emerged as a crucial, noninvasive and real time neuroimaging tool to gather information in ALS. One of the current concerns with the use of DTI is the lack of biological validation of the microstructural information given by this technique. Although clinical studies using DTI can provide a remarkable insight on the targets of neurodegeneration and disease course,they lack histological correlations. To address these shortcomings, preclinical models can be designed to validate the microstructural information unveiled by this particular MRI technique. Thus, the scope of this review is to describe how MRI diffusion and optical microscopy evaluate axonal structural changes at early stages of the disease in a preclinical model of ALS. 展开更多
关键词 ALS Diffusion tensor imaging as a tool to detect presymptomatic axonal degeneration in a preclinical spinal cord model of amyotrophic lateral sclerosis
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Extended intrinsic mean spin tensor for turbulence modelling in non-inertial frame of reference
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作者 黄于宁 马晖扬 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2008年第11期1463-1475,共13页
We investigate the role of extended intrinsic mean spin tensor introduced in this work for turbulence modelling in a non-inertial frame of reference. It is described by the Euclidean group of transformations and, in p... We investigate the role of extended intrinsic mean spin tensor introduced in this work for turbulence modelling in a non-inertial frame of reference. It is described by the Euclidean group of transformations and, in particular, its significance and importance in the approach of the algebraic Reynolds stress modelling, such as in a nonlinear K-ε model. To this end and for illustration of the effect of extended intrinsic spin tensor on turbulence modelling, we examine several recently developed nonlinear K-ε models and compare their performance in predicting the homogeneous turbulent shear flow in a rotating frame of reference with LES data. Our results and analysis indicate that, only if the deficiencies of these models and the like be well understood and properly corrected, may in the near future, more sophisticated nonlinear K-ε models be developed to better predict complex turbulent flows in a non-inertial frame of reference. 展开更多
关键词 turbulence modelling non-inertial frame of reference extended intrinsic mean spin tensor frame-dependent algebraic Reynolds stress models
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Solution and Application about Conversion Tensor of Motion in Dynamic Modeling of 6-HTRT Parallel Robot
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作者 罗冰 陆念力 车仁炜 《Journal of Donghua University(English Edition)》 EI CAS 2009年第3期230-234,共5页
Equivalent integrated finite element method is a canonical and efficient modeling method in dynamic analysis of complex mechanism. The key of establishing dynamic equations of spatial mechanism by the method is to con... Equivalent integrated finite element method is a canonical and efficient modeling method in dynamic analysis of complex mechanism. The key of establishing dynamic equations of spatial mechanism by the method is to confirm Jacobian matrix reflecting relations of all joints,nodes,and generalized coordinates,namely,relations of second-order and corresponding third-order conversion tensors. For complex motion relations of components in a parallel robot,it gives second-order and third-order conversion tensors of dynamic equations for the 6-HTRT parallel robot based on equivalent integrated finite element method. The method is suitable for the typical robots whose positions of work space and sizes of mechanism are different. The solving course of the method is simple and convenient,so the method lays the foundation of dynamic analysis for robots. 展开更多
关键词 parallel robot dynamic model conversion tensor
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High Order Tensor Forms of Growth Curve Models
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作者 Zerong Lin Dongzhe Liu +2 位作者 Xueying Liu Lingling He Changqing Xu 《Advances in Linear Algebra & Matrix Theory》 2018年第1期18-32,共15页
In this paper, we first study the linear regression model and obtain a norm-minimized estimator of the parameter vector by using the g-inverse and the singular value decomposition of matrix X. We then investigate the ... In this paper, we first study the linear regression model and obtain a norm-minimized estimator of the parameter vector by using the g-inverse and the singular value decomposition of matrix X. We then investigate the growth curve model (GCM) and extend the GCM to a generalized GCM (GGCM) by using high order tensors. The parameter estimations in GGCMs are also achieved in this way. 展开更多
关键词 tensor GENERALIZED Linear model Growth CURVE model Parameter Estimation GENERALIZED Inverse
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Explicit Algebraic Stress Model for Three-Dimensional Turbulent Buoyant Flows Derived Using Tensor Representation
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作者 Ronald M. C. So 《Journal of Applied Mathematics and Physics》 2022年第4期1167-1181,共15页
An explicit algebraic stress model (EASM) has been formulated for two-dimensional turbulent buoyant flows using a five-term tensor representation in a prior study. The derivation was based on partitioning the buoyant ... An explicit algebraic stress model (EASM) has been formulated for two-dimensional turbulent buoyant flows using a five-term tensor representation in a prior study. The derivation was based on partitioning the buoyant flux tensor into a two-dimensional and a three-dimensional component. The five-term basis was formed with the two-dimensional component of the buoyant flux tensor. As such, the derived EASM is limited to two-dimensional flows only. In this paper, a more general approach using a seven-term representation without partitioning the buoyant flux tensor is used to derive an EASM valid for two- and three-dimensional turbulent buoyant flows. Consequently, the basis tensors are formed with the fully three-dimensional buoyant flux tensor. The derived EASM has the two-dimensional flow as a special case. The matrices and the representation coefficients are further simplified using a four-term representation. When this four-term representation model is applied to calculate two-dimensional homogeneous buoyant flows, the results are essentially identical with those obtained previously using the two-dimensional component of the buoyant flux tensor. Therefore, the present approach leads to a more general EASM formulation that is equally valid for two- and three-dimensional turbulent buoyant flows. 展开更多
关键词 Explicit Algebraic Stress model Buoyant Flows tensor Representation
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Assessing neuraxial microstructural changes in a transgenic mouse model of early stage Amyotrophic Lateral Sclerosis by ultra-high field MRI and diffusion tensor metrics
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作者 Rodolfo G.Gatto Carina Weissmann +5 位作者 Manish Amin Ariel Finkielsztein Ronen Sumagin Thomas H.Mareci Osvaldo D.Uchitel Richard L.Magin 《Animal Models and Experimental Medicine》 CSCD 2020年第2期117-129,共13页
Objective: Cell structural changes are one of the main features observed during the development of amyotrophic lateral sclerosis(ALS). In this work, we propose the use of diffusion tensor imaging(DTI) metrics to asses... Objective: Cell structural changes are one of the main features observed during the development of amyotrophic lateral sclerosis(ALS). In this work, we propose the use of diffusion tensor imaging(DTI) metrics to assess specific ultrastructural changes in the central nervous system during the early neurodegenerative stages of ALS.Methods: Ultra-high field MRI and DTI data at 17.6 T were obtained from fixed, excised mouse brains, and spinal cords from ALS(G93 A-SOD1) mice.Results: Changes in fractional anisotropy(FA) and linear, planar, and spherical anisotropy ratios(C_L, C_P, and C_S, respectively) of the diffusion eigenvalues were measured in white matter(WM) and gray matter(GM) areas associated with early axonal degenerative processes(in both the brain and the spinal cord). Specifically, in WM structures(corpus callosum, corticospinal tract, and spinal cord funiculi) as the disease progressed, FA, C_L, and C_P values decreased, whereas C_S values increased. In GM structures(prefrontal cortex, hippocampus, and central spinal cord) FA and C_P decreased, whereas the C_L and C_S values were unchanged or slightly smaller. Histological studies of a fluorescent mice model(YFP, G93 A-SOD1 mouse) corroborated the early alterations in neuronal morphology and axonal connectivity measured by DTI.Conclusions: Changes in diffusion tensor shape were observed in this animal model at the early, nonsymptomatic stages of ALS. Further studies of C_L, C_P, and C_S as imaging biomarkers should be undertaken to refine this neuroimaging tool for future clinical use in the detection of the early stages of ALS. 展开更多
关键词 amyotrophic lateral sclerosis animal models diffusion tensor imaging G93A-SOD1 mice ultra-high field MRI
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Tensor-Centric Warfare VI: A Global Warfare Model
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作者 Vladimir Ivancevic Darryn Reid +1 位作者 Peyam Pourbeik Michael Pilling 《Intelligent Control and Automation》 2019年第1期46-61,共16页
We propose a global warfare model that integrates the models of the whole tensor-centric warfare series, represented as a high-dimensional entangled warfare category. Its underpinning metaphysics is “entangled fusion... We propose a global warfare model that integrates the models of the whole tensor-centric warfare series, represented as a high-dimensional entangled warfare category. Its underpinning metaphysics is “entangled fusion”: this is the macroscopic entanglement concept inspired by high-dimensional (HD) quantum computation (the “quantum brain”), in which any number of entangled wave-functions can be highly correlated, with neuron-like signaling among them. From this entangled perspective, war and battle is seen essentially as a holistic phenomenon: if any one of a set of mutually entangled warring parties is removed from the equation, then the war as it is instantly stops, possibly to be replaced by a new conflict between the remaining parties but distinct from that which it supplants. The formal global warfare framework developed in this paper expresses this fundamental idea of arbitrary many interrelated/entangled conflicts, each of them defined by its own battle-manifold (with warfighting tensor fields acting on it) and occurring (more-or-less) simultaneously on the planet;we call this entangled 展开更多
关键词 tensor-Centric Warfare GLOBAL Warfare model ENTANGLED Warfare CATEGORY
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基于有效应力正负分解的木材三维弹塑性损伤模型
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作者 王明谦 《土木工程学报》 北大核心 2025年第2期25-32,共8页
准确描述木材的损伤演化过程对于木结构的制造、施工和后期维护具有重要意义。为合理反映木材不同方向损伤的相互影响,根据热力学第二定律建立了的双标量弹塑性损伤模型。采用Hill屈服准则和Voce模型更新木材的有效应力和塑性应变。根... 准确描述木材的损伤演化过程对于木结构的制造、施工和后期维护具有重要意义。为合理反映木材不同方向损伤的相互影响,根据热力学第二定律建立了的双标量弹塑性损伤模型。采用Hill屈服准则和Voce模型更新木材的有效应力和塑性应变。根据有效应力正负分解和损伤能释放率识别受拉和受压不同的损伤起始点。通过2种标量形式的损伤变量分别追踪木材受拉和受压损伤演化过程。通过编写用户自定义子程序UMAT将本构模型嵌入商业有限元软件ABAQUS。根据已有木材单轴和双轴受力试验结果对本构模型进行验证。计算结果表明,弹塑性损伤本构模型能够准确表征木材的非线性受力行为。基于有效应力正负分解和能量释放率的损伤识别方法能够合理表征木材在双轴受拉和双轴受压状态下的强度包络线。 展开更多
关键词 木材 弹塑性损伤模型 有效应力正负分解 热力学
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Multi-agent Based Hierarchy Simulation Models of Carrier-based Aircraft Catapult Launch 被引量:18
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作者 王维军 屈香菊 郭林亮 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2008年第3期223-231,共9页
With the aid of multi-agent based modeling approach to complex systems, the hierarchy simulation models of carrier-based aircraft catapult launch are developed. Ocean, carrier, aircraft, and atmosphere are treated as ... With the aid of multi-agent based modeling approach to complex systems, the hierarchy simulation models of carrier-based aircraft catapult launch are developed. Ocean, carrier, aircraft, and atmosphere are treated as aggregation agents, the detailed components like catapult, landing gears, and disturbances are considered as meta-agents, which belong to their aggregation agent. Thus, the model with two layers is formed i.e. the aggregation agent layer and the meta-agent layer. The information communication among all agents is described. The meta-agents within one aggregation agent communicate with each other directly by information sharing, but the meta-agents, which belong to different aggregation agents exchange their information through the aggregation layer first, and then perceive it from the sharing environment, that is the aggregation agent. Thus, not only the hierarchy model is built, but also the environment perceived by each agent is specified. Meanwhile, the problem of balancing the independency of agent and the resource consumption brought by real-time communication within multi-agent system (MAS) is resolved. Each agent involved in carrier-based aircraft catapult launch is depicted, with considering the interaction within disturbed atmospheric environment and multiple motion bodies including carrier, aircraft, and landing gears. The models of reactive agents among them are derived based on tensors, and the perceived messages and inner frameworks of each agent are characterized. Finally, some results of a simulation instance are given. The simulation and modeling of dynamic system based on multi-agent system is of benefit to express physical concepts and logical hierarchy clearly and precisely. The system model can easily draw in kinds of other agents to achieve a precise simulation of more complex system. This modeling technique makes the complex integral dynamic equations of multibodies decompose into parallel operations of single agent, and it is convenient to expand, maintain, and reuse the program codes. 展开更多
关键词 multi-agent system (MAS) multi-agent based modeling (MABM) tensor carrier-based aircraft catapult launch hierarchy simulation model
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虚拟手术中基于Tensor-Mass的变形仿真技术 被引量:17
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作者 贾世宇 潘振宽 《系统仿真学报》 CAS CSCD 北大核心 2008年第7期1686-1690,共5页
详细论述并实现了虚拟手术中软组织变形仿真技术。虚拟软组织由四面体网格构成,生物力学模型使用Tensor-Mass模型。推导了一种半隐式数值积分算法用以求解软组织变形的动力学方程。该方法比传统的显式积分算法更稳定,并可将积分时间步... 详细论述并实现了虚拟手术中软组织变形仿真技术。虚拟软组织由四面体网格构成,生物力学模型使用Tensor-Mass模型。推导了一种半隐式数值积分算法用以求解软组织变形的动力学方程。该方法比传统的显式积分算法更稳定,并可将积分时间步长提高一个数量级。使用了基于拓扑距离的方法进一步减少数值积分算法的计算量。最后给出使用肝脏模型进行变形仿真的结果。 展开更多
关键词 虚拟手术 手术仿真 软组织变形 生物力学模型 tensor-Mass模型 半隐式数值积分法 拓扑距离
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联合全张量航空重力梯度数据的区域重力场快速建模方法
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作者 吴怿昊 罗志才 +2 位作者 汪海洪 何秀凤 杨萌 《地球物理学报》 北大核心 2025年第3期769-787,共19页
本文研究了基于径向基函数融合航空重力梯度张量数据重建高分辨率区域重力场模型的方法.针对传统勒让德级数展开方法存在求解复杂度高、计算效率低的局限性,以泊松小波基函数为例构建了基函数及其一阶、二阶偏导数快速递推计算的封闭解... 本文研究了基于径向基函数融合航空重力梯度张量数据重建高分辨率区域重力场模型的方法.针对传统勒让德级数展开方法存在求解复杂度高、计算效率低的局限性,以泊松小波基函数为例构建了基函数及其一阶、二阶偏导数快速递推计算的封闭解析表达式,建立了融合全张量重力梯度数据的快速建模方法.以加拿大圣乔治海湾为例,采用全张量航空重力梯度数据恢复了格网分辨率约为0.5 km的陆海统一重力场模型,量化了采用不同重力梯度分量对于建模的贡献,并利用实测地面重力数据检核了采用航空重力梯度恢复的重力场模型.数值分析表明,仅采用单一重力梯度分量建模时,利用垂直分量建模对于重力场重建的贡献较大,且基于垂直分量求解模型的精度较高.此外,相比于仅采用单一重力梯度分量建模的结果,联合多个梯度分量建模能提升重力场模型的精度.较之于已有全球高阶重力场模型和测高重力异常数据,联合航空重力梯度数据求解的局部重力场模型在短波段的精度有显著提高. 展开更多
关键词 航空重力梯度测量 全张量重力梯度数据 高分辨率重力场建模 泊松小波基函数 快速建模方法
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基于改进主动轮廓模型的强噪声焊缝识别方法
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作者 周毅 章国宝 《热加工工艺》 北大核心 2025年第3期30-34,40,共6页
基于结构光视觉的焊缝跟踪系统被广泛应用于机器人焊接之中,而保障此类焊接作业质量的关键在于焊缝识别的精度。传统的焊缝识别算法往往难以解决强焊接噪声的干扰问题,为此提出了一种基于改进主动轮廓模型的焊缝识别算法。首先为了克服... 基于结构光视觉的焊缝跟踪系统被广泛应用于机器人焊接之中,而保障此类焊接作业质量的关键在于焊缝识别的精度。传统的焊缝识别算法往往难以解决强焊接噪声的干扰问题,为此提出了一种基于改进主动轮廓模型的焊缝识别算法。首先为了克服传统主动轮廓模型手动获取初始轮廓的缺点,设计了一种基本的分割算法来自动提取初始轮廓。接着根据强噪声焊缝图像的灰度分布特征,采用该算法对传统主动轮廓模型的能量函数进行了优化,并将拓展的结构张量添加至外部能量项,确保收敛结果的稳定与准确。最后,基于多段直线拟合和RANSAC直线拟合完成焊缝特征点的提取。实验表明:在强噪声干扰下,该算法具有良好的适准确性。 展开更多
关键词 焊缝识别 抗干扰 主动轮廓模型 结构张量 直线拟合
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基于加权张量分解的高光谱混合噪声去除方法
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作者 李东益 沈焕锋 +1 位作者 管小彬 储栋 《遥感信息》 北大核心 2025年第1期1-9,共9页
高光谱影像不可避免地会受到高斯噪声、脉冲噪声、条带噪声等不同类型的混合噪声影响,极大地限制了影像的后续应用。各国学者已经发展了系列高光谱去噪方法,但仍难以处理多种类型的混合噪声,在抑制噪声的同时往往难以兼顾高频细节的保留... 高光谱影像不可避免地会受到高斯噪声、脉冲噪声、条带噪声等不同类型的混合噪声影响,极大地限制了影像的后续应用。各国学者已经发展了系列高光谱去噪方法,但仍难以处理多种类型的混合噪声,在抑制噪声的同时往往难以兼顾高频细节的保留,特别是对条带噪声的去除效果不佳。为此,文章提出一种联合加权非局部低秩张量与条带低秩正则化约束的高光谱去噪模型,通过设计的加权自适应收缩算法实现更精确的低秩张量奇异值分解,能在影像细节保真的前提下有效去除严重场景噪声。另外,利用低秩矩阵分解对条带噪声进行建模,增强了模型对条带噪声的去除能力,从而有效去除不同类型的混合噪声。模拟实验和真实实验结果显示,该方法在定性和定量上均优于对比方法,能够在去除不同高光谱传感器各类噪声的同时更好地保留空间细节。 展开更多
关键词 高光谱影像去噪 张量奇异值分解 条带噪声 非局部模型 低秩表示
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