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Geometry-Enhanced Implicit Function for Detailed Clothed Human Reconstruction With RGB-D Input
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作者 Pengpeng Liu Zhi Zeng +2 位作者 Qisheng Wang Min Chen Guixuan Zhang 《CAAI Transactions on Intelligence Technology》 2025年第3期858-870,共13页
Realistic human reconstruction embraces an extensive range of applications as depth sensors advance.However,current stateof-the-art methods with RGB-D input still suffer from artefacts,such as noisy surfaces,non-human... Realistic human reconstruction embraces an extensive range of applications as depth sensors advance.However,current stateof-the-art methods with RGB-D input still suffer from artefacts,such as noisy surfaces,non-human shapes,and depth ambiguity,especially for the invisible parts.The authors observe the main issue is the lack of geometric semantics without using depth input priors fully.This paper focuses on improving the representation ability of implicit function,exploring an effective method to utilise depth-related semantics effectively and efficiently.The proposed geometry-enhanced implicit function enhances the geometric semantics with the extra voxel-aligned features from point clouds,promoting the completion of missing parts for unseen regions while preserving the local details on the input.For incorporating multi-scale pixel-aligned and voxelaligned features,the authors use the Squeeze-and-Excitation attention to capture and fully use channel interdependencies.For the multi-view reconstruction,the proposed depth-enhanced attention explicitly excites the network to“sense”the geometric structure for a more reasonable feature aggregation.Experiments and results show that our method outperforms current RGB and depth-based SOTA methods on the challenging data from Twindom and Thuman3.0,and achieves a detailed and completed human reconstruction,balancing performance and efficiency well. 展开更多
关键词 deep implicit function depth-enhanced attention geometry-enhanced human reconstruction RGB-D
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Towards additive manufacturing oriented geometric modeling using implicit functions
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作者 Qingde Li Qingqi Hong +3 位作者 Quan Qi Xinhui Ma Xie Han Jie Tian 《Visual Computing for Industry,Biomedicine,and Art》 2018年第1期95-110,共16页
Surface-based geometric modeling has many advantages in terms of visualization and traditional subtractive manufacturing using computer-numerical-control cutting-machine tools.However,it is not an ideal solution for a... Surface-based geometric modeling has many advantages in terms of visualization and traditional subtractive manufacturing using computer-numerical-control cutting-machine tools.However,it is not an ideal solution for additive manufacturing because to digitally print a surface-represented geometric object using a certain additive manufacturing technology,the object has to be converted into a solid representation.However,converting a known surface-based geometric representation into a printable representation is essentially a redesign process,and this is especially the case,when its interior material structure needs to be considered.To specify a 3D geometric object that is ready to be digitally manufactured,its representation has to be in a certain volumetric form.In this research,we show how some of the difficulties experienced in additive manufacturing can be easily solved by using implicitly represented geometric objects.Like surface-based geometric representation is subtractive manufacturing-friendly,implicitly described geometric objects are additive manufacturing-friendly:implicit shapes are 3D printing ready.The implicit geometric representation allows to combine a geometric shape,material colors,an interior material structure,and other required attributes in one single description as a set of implicit functions,and no conversion is needed.In addition,as implicit objects are typically specified procedurally,very little data is used in their specifications,which makes them particularly useful for design and visualization with modern cloud-based mobile devices,which usually do not have very big storage spaces.Finally,implicit modeling is a design procedure that is parallel computing-friendly,as the design of a complex geometric object can be divided into a set of simple shape-designing tasks,owing to the availability of shape-preserving implicit blending operations. 展开更多
关键词 Additive manufacturing 3D printing-friendly CAD implicit function ISOSURFACE LEVEL-SET function-based shape modeling implicit modeling
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A Study of Periodic Solution of a Duffing’s Equation Using Implicit Function Theorem
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作者 E. O. Eze J. N. Ezeora U. E. Obasi 《Open Journal of Applied Sciences》 2018年第10期459-464,共6页
In this paper, the well known implicit function theorem was applied to study existence and uniqueness of periodic solution of Duffing-type equation. Un-der appropriate conditions around the origin, a unique periodic s... In this paper, the well known implicit function theorem was applied to study existence and uniqueness of periodic solution of Duffing-type equation. Un-der appropriate conditions around the origin, a unique periodic solution was obtained. 展开更多
关键词 implicit function Theorem Periodic Solution DUFFING EQUATION BANACH SPACES
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Implicit Function Theorem and Its Application to a Ulam's Problem for Exact Differential Equations 被引量:1
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作者 Soon-Mo JUNG 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2010年第11期2085-2092,共8页
We prove a global version of the implicit function theorem under a special condition and apply this result to the proof of a modified Hyers-Ulam-Rassias stability of exact differential equations of the form, g(x, y)... We prove a global version of the implicit function theorem under a special condition and apply this result to the proof of a modified Hyers-Ulam-Rassias stability of exact differential equations of the form, g(x, y) + h(x, y)y' =0. 展开更多
关键词 implicit function theorem Ulam's problem Hyers-Ulam-Rassias stability exact differ-ential equation potential function
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On the Solvability of Implicit Functional Equations with Applications to Discontinuous Differential Equations 被引量:1
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作者 S. HEIKKILA 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2006年第1期223-232,共10页
In this paper we shall study the solvability of discontinuous functional equations, and apply the so-obtained results to discontinuous implicit initial value problems in ordered Banach spaces. The proofs are based on ... In this paper we shall study the solvability of discontinuous functional equations, and apply the so-obtained results to discontinuous implicit initial value problems in ordered Banach spaces. The proofs are based on fixed point results in ordered spaces proved recently by the author. A concrete example is solved to demonstrate the obtained results. 展开更多
关键词 functional equations Initial value problems implicit Discontinuous nonlinearities
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论中小学教师教学用书的功能及其实现
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作者 关成刚 郭戈 《课程·教材·教法》 北大核心 2026年第1期36-42,共7页
教师教学用书具有鲜明的显性功能和不可忽视的隐性功能。一方面,它能够发挥导教、助教、发展的显性功能,帮助教师深入理解教科书内容与编写意图,合理开展教学活动,从而促进师生发展;另一方面,它还具有隐性功能,能够选择性推广或空无学... 教师教学用书具有鲜明的显性功能和不可忽视的隐性功能。一方面,它能够发挥导教、助教、发展的显性功能,帮助教师深入理解教科书内容与编写意图,合理开展教学活动,从而促进师生发展;另一方面,它还具有隐性功能,能够选择性推广或空无学术与教学文化,为教科书实现社会教化提供必要保障,并创造经济效益。为确保教师教学用书功能的实现,出版机构应高度重视其编写与校对团队建设,并与审查机构共同采取措施,以确保编写者准确把握教育发展方向。编写者应优先夯实其导教功能,并不断完善与教师的互动交流机制。科技研发机构的介入也非常重要,他们与出版机构的合作能够推动教师教学用书与人工智能的深度融合,从而为其功能的实现提供持久保障。 展开更多
关键词 教师教学用书 显性功能 隐性功能 功能实现
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Large Deformation Beam/Cable Element with Implicit Kinematic Model
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作者 Shi-Yi Liu Yao-Jun Ge 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第6期1-8,共8页
This paper proposes a 3D 2-node element for beams and cables. Main improvements of the element are two new interpolation functions for beam axis and cross-sectional rotation. New interpolation functions employ implici... This paper proposes a 3D 2-node element for beams and cables. Main improvements of the element are two new interpolation functions for beam axis and cross-sectional rotation. New interpolation functions employ implicit functions to simulate large deformations. In the translational interpolation function, two parameters which affect lateral deflection geometry are defined implicitly through nonlinear equations. The proposed translational interpolation function is shown to be more accurate than Hermitian function at large deformations. In the rotational interpolation function, twist rate is defined implicitly through a torsional continuity equation. Cross-sectional rotation which is strictly consistent to beam axis is obtained through separate bending rotation interpolation and torsional rotation interpolation. The element model fully accounts for geometric nonlinearities and coupling effects,and thus,can simulate cables with zero bending stiffness. Stiffness matrix and load vector have been derived using symbolic computation. Source code has been generated automatically.Numerical examples show that the proposed element has significantly higher accuracy than conventional 2-node beam elements under the same meshes for geometrically nonlinear problems. 展开更多
关键词 large deformation analysis 2-node interpolation functions consistent rotational interpolation implicit functions symbolic computationCLC number:TU323.3 Document code:AArticle ID:1005-9113(2013)06-0001-08
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The Conditions of Equivalence of a Class Germs of C~∞ Functions on Banach Spaces
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作者 CEN Yan-bin LIU Wen-wu CEN Yi-gang 《Chinese Quarterly Journal of Mathematics》 CSCD 2011年第2期223-228,共6页
In this paper,we prove the converse of gem is right equivalent is also true in[1] and[2],obtain the necessary and sufficient conditions of equivalence of a class gems of C∞ function on Banach spaces.
关键词 Banach space converse theorem Frodholm gem right equivalent implicit function
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一个非可微条件下的全局隐函数定理
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作者 罗春林 武淑霞 赵江林 《高等数学研究》 2026年第1期33-34,122,共3页
应用连续函数的零点定理证明了在非可微条件下的一个全局隐函数定理,推广了教材和参考文献中的一些相应结论,为数学的定理教学和培养学生创新意识起到一定的作用.
关键词 全局隐函数 存在性定理 零点定理 强单调
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数字地质填图隐式三维建模方法探索——以1∶2.5万抚州市山砀幅为例
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作者 马粉玲 吴志春 +6 位作者 姜叔明 李宏达 郭福生 李华亮 刘平华 李斌 金文龙 《地质论评》 北大核心 2026年第1期212-228,共17页
数字地质填图三维模型是区域地质调查成果(地质图)的一种新型表达方式,与平面地质图相比较,具有更好的可读性。针对当前主流的显式建模方法存在建模效率低、人工干预度高以及模型更新困难等局限性问题,笔者等利用江西省1∶2.5万山砀幅... 数字地质填图三维模型是区域地质调查成果(地质图)的一种新型表达方式,与平面地质图相比较,具有更好的可读性。针对当前主流的显式建模方法存在建模效率低、人工干预度高以及模型更新困难等局限性问题,笔者等利用江西省1∶2.5万山砀幅数字地质填图数据,基于Leapfrog Geo软件平台开展了数字地质填图隐式三维建模方法探索:应用快速径向基函数(FastRBF)快速构建断层面、第四系底界面、地层界面等地质界面;按照地质体的新老关系,利用地质界面依次切割填充建模区域的空白三维体元模型,并将切割出的地质体三维体元模型赋予属性;将全部地质体的三维体元模型进行组合,生成山砀幅数字地质填图三维模型。同时,针对复杂地质模型构建困难的问题,提出了分块建模方法;针对稀疏产状数据无法直接构建第四系底界面的问题,提出了显—隐交互式建模方法。该建模方法实现了山砀幅数字地质填图三维模型的高精度快速构建,展现出良好的应用前景。 展开更多
关键词 数字地质填图三维建模 隐式三维建模 快速径向基函数(FastRBF) 山砀幅
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等几何拓扑优化高效隐式过滤方法
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作者 朱浩然 谢贤达 +1 位作者 杨奥迪 王书亭 《机械设计与制造》 北大核心 2026年第2期227-232,共6页
现有等几何拓扑优化隐式过滤方法的基函数空间具有非单元一致性的性质,导致每个参数单元的基函数值及其索引均需计算和保存,从而使得过滤所需内存较大和计算耗时较长的问题。针对上述问题,提出了一种基于Bernstein基函数的等几何拓扑优... 现有等几何拓扑优化隐式过滤方法的基函数空间具有非单元一致性的性质,导致每个参数单元的基函数值及其索引均需计算和保存,从而使得过滤所需内存较大和计算耗时较长的问题。针对上述问题,提出了一种基于Bernstein基函数的等几何拓扑优化NURBS高效隐式过滤方法。首先基于Bernstein基函数、Bézier提取算子和B样条基函数的有理形式进行NURBS基函数的等价表达。随后进行NURBS参数化所表达的等几何拓扑优化设计变量场的重映射,进而实现基于Bézier提取矩阵对NURBS控制点传统隐式过滤方法和灵敏度分析的重构。最后,对该NURBS高效隐式过滤方法与传统NURBS过滤方法进行二维和三维数值算例对比。数值结果表明:研究提出的高效隐式过滤方法可以在更短的计算时间和更少的内存占用得到与NURBS隐式过滤方法相同的优化结果和优化过程,实现了传统NURBS隐式过滤方法的等价替换和数据结构的优化。 展开更多
关键词 CAD/CAE一体化 等几何拓扑优化 BERNSTEIN基函数 Bézier提取算子 NURBS隐式过滤
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基于u-p-U耦合形式的全隐式物质点法及水土耦合大变形分析
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作者 郑响凑 王树英 +1 位作者 阳军生 杨峰 《东南大学学报(自然科学版)》 北大核心 2026年第1期125-133,共9页
基于物质点法的水土耦合大变形模拟逐渐成为计算岩土领域的研究热点,然而现有水土耦合物质点法研究多采用条件稳定的显式积分方法,需采用极小的时间步长,计算效率低下。鉴于此,在采用完全动态控制方程u-p-U格式的前提下,推导了在广义插... 基于物质点法的水土耦合大变形模拟逐渐成为计算岩土领域的研究热点,然而现有水土耦合物质点法研究多采用条件稳定的显式积分方法,需采用极小的时间步长,计算效率低下。鉴于此,在采用完全动态控制方程u-p-U格式的前提下,推导了在广义插值形函数(GIMP)框架下水土耦合控制方程的完全隐式积分形式,给出采用u-p-U格式的全隐式耦合物质点法求解流程及编程实现方法,达到稳定求解且提高求解效率的目的。通过2个典型算例验证本文提出的在完全动态控制方程下的全隐式耦合物质点法的可靠性和准确性。最后,结合饱和边坡大变形失稳破坏过程模拟,进一步验证该方法的适用性。计算结果表明,基于u-p-U动态耦合形式的全隐式物质点法能有效揭示水土耦合大变形过程中的水土耦合作用机理。 展开更多
关键词 物质点法 全隐式积分 水土耦合 广义插值形函数 完全动态控制方程
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Surface Reconstruction of 3D Scattered Data with Radial Basis Functions 被引量:1
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作者 Du XIN-WEI YANG XIAO-YING LIANG XUE-ZHANG 《Communications in Mathematical Research》 CSCD 2010年第2期183-192,共10页
We use Radial Basis Functions (RBFs) to reconstruct smooth surfaces from 3D scattered data. An object's surface is defined implicitly as the zero set of an RBF fitted to the given surface data. We propose improveme... We use Radial Basis Functions (RBFs) to reconstruct smooth surfaces from 3D scattered data. An object's surface is defined implicitly as the zero set of an RBF fitted to the given surface data. We propose improvements on the methods of surface reconstruction with radial basis functions. A sparse approximation set of scattered data is constructed by reducing the number of interpolating points on the surface. We present an adaptive method for finding the off-surface normal points. The order of the equation decreases greatly as the number of the off-surface constraints reduces gradually. Experimental results are provided to illustrate that the proposed method is robust and may draw beautiful graphics. 展开更多
关键词 radial basis function scattered data implicit surface surface reconstruction
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Anterior limb lesions in bilateral internal capsules and memory function in patients with refractory obsessive-compulsive disorder 被引量:3
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作者 Yumei Jiang Bomin Sun +3 位作者 Xiaoping Wang Weifeng Zhang Xinfeng Zhao Lassonde MO 《Neural Regeneration Research》 SCIE CAS CSCD 2010年第12期948-953,共6页
BACKGROUND: Previous studies have shown that lesions in the anterior limb of the internal capsule contribute to obsessive-compulsive symptoms in patients with refractory obsessive-compulsive disorder (OCD). However... BACKGROUND: Previous studies have shown that lesions in the anterior limb of the internal capsule contribute to obsessive-compulsive symptoms in patients with refractory obsessive-compulsive disorder (OCD). However, few reports have addressed the effects of lesions in the anterior limb of the internal capsule on cognition, learning, and memory functions in patients with refractory OCD. OBJECTIVE: To investigate the degree of damage to memory tasks in refractory OCD patients following lesions to the anterior limb of the internal capsule. DESIGN, TIME AND SETTING: A case-controlled, observational study was performed at the Department of Functional Neurosurgery, Ruijin Hospital, Shanghai Jiao-Tong University, China from May 2007 to March 2008. PARTICIPANTS: A total of 10 refractory OCD patients were admitted to the Department of Functional Neurosurgery, Ruijin Hospital, Shanghai Jiao-Tong University, China from May 2007 to March 2008 and were recruited for this study. The OCD patients were of equal gender, with an average age of (25.1 ± 9.6) years. An additional 10 healthy volunteers were enrolled from a community of Shanghai City as controls; they were of equal gender and aged (25.1 ± 8.6) years. METHODS: A total of 10 refractory OCD patients were subjected to lesions in the anterior limbs of the bilateral internal capsules. Wechsler Memory Scale-Chinese Revision (WMS-CR, as a task of explicit memory) and the Nissen Version (serial reaction time task) software (SRTT, as a task of implicit memory) were applied to determine memory functions and learning performance in pre- and post-operative OCD patients and controls. MAIN OUTCOME MEASURES: WMS scores, reaction time in SRTT, and Yale-Brown obsessive compulsive scale scores were measured in pre- and post-operative OCD patients and controls. RESULTS: Compared to controls, the pre-operative OCD patients exhibited reduced memory task scores (P = 0.005), whereas scores for reciting numbers of backwards digits were greater (P = 0.000). Figure recall and associative memory were less in OCD patients at 1 week following surgery than in the pre-operative OCD patients (P = 0.042, P = 0.002, respectively). Reaction time in implicit SRTT was significantly longer in pre-operative OCD patients compared with controls and post-operative OCD patients (P = 0.01, P = 0.03, respectively). These results suggested ameliorated SRTT following neurosurgery. Yale-Brown Obsessive Compulsive Scale results revealed significantly improved OCD following lesions in the internal capsule (P = 0.04). Some post-operative OCD patients suffered from deficits in short-term memory and implicit memory. CONCLUSION: Lesions in anterior limbs of bilateral internal capsules improve obsessive- compulsive symptoms and implicit memory in OCD patients, but result in aggravated short-term memory deficits. 展开更多
关键词 obsessive-compulsive disorder functional neurosurgery basal ganglia COGNITION implicit memory
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Common Fixed Points for Two Mappings with Implicit-linear Contractions on Partially Ordered 2-metric Spaces
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作者 PIAO YONG-JIE 《Communications in Mathematical Research》 CSCD 2019年第3期225-234,共10页
In this paper, we introduce a new class U of 3-dimensional real functions, use U and a 2-dimensional real function ? to construct a new implicit-linear contractive condition and obtain some existence theorems of commo... In this paper, we introduce a new class U of 3-dimensional real functions, use U and a 2-dimensional real function ? to construct a new implicit-linear contractive condition and obtain some existence theorems of common fixed points for two mappings on partially ordered 2-metric spaces and give a sufficient condition under which there exists a unique common fixed point. The obtained results goodly generalize and improve the corresponding conclusions in references. 展开更多
关键词 2-metric space class U of functions implicit-linear CONTRACTION common fixed point
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A Class of Smoothing Modulus-Based Iterative Method for Solving Implicit Complementarity Problems
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作者 Cong Guo Chenliang Li Tao Luo 《American Journal of Computational Mathematics》 2022年第2期197-208,共12页
In this paper, a class of smoothing modulus-based iterative method was presented for solving implicit complementarity problems. The main idea was to transform the implicit complementarity problem into an equivalent im... In this paper, a class of smoothing modulus-based iterative method was presented for solving implicit complementarity problems. The main idea was to transform the implicit complementarity problem into an equivalent implicit fixed-point equation, then introduces a smoothing function to obtain its approximation solutions. The convergence analysis of the algorithm was given, and the efficiency of the algorithms was verified by numerical experiments. 展开更多
关键词 implicit Complementarity Problem Smooth function Smoothing Modulus-Based Iterative Method
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隐函数的微积分方法探究
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作者 李庆娟 《安顺学院学报》 2025年第2期128-131,共4页
基于典型例子探究了隐函数的微积分方法,明确了隐函数求导的三种常用方法,并结合实例分析了三种方法的优缺点,提出了使用的合理性建议,最后给出了求隐函数不定积分的典型方法和技巧。
关键词 隐函数 偏导数 方法
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基于标量坐标的复杂地质表面模型隐式生成方法
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作者 刘培刚 袁昊 +2 位作者 薛开欣 李兆亮 李宗民 《物探与化探》 2025年第2期349-359,共11页
地质模型的构建和呈现是三维地质建模领域的研究热点和难点之一。针对规模庞大、表面复杂、地质约束信息不足的地质体数据,本文采用基于域分解的隐式生成方法,实现大规模地质表面模型的快速构建。以径向基函数为核函数来构建隐式方程;... 地质模型的构建和呈现是三维地质建模领域的研究热点和难点之一。针对规模庞大、表面复杂、地质约束信息不足的地质体数据,本文采用基于域分解的隐式生成方法,实现大规模地质表面模型的快速构建。以径向基函数为核函数来构建隐式方程;利用重叠域分解策略,并行求解每个域内的分布函数,降低时空成本,加快求解速度;提取法向量生成控制点,构建表面波动约束,实现对模型边界的良好控制。实验结果表明,本文提出的方法能够在保证模型较高质量的前提下显著提升分布函数的求解效率。本研究有效解决地质建模中效率与精度的平衡难题,为地质表面精细化重构提供了方法理论支持。 展开更多
关键词 地质表面模型 隐式建模 径向基函数 域分解
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Existence and Algorithm of Solutions for Generalized Mixed Implicit Quasi-Variational-Like Inequalities
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作者 胡润雪 张勇 张红龄 《Journal of Southwest Jiaotong University(English Edition)》 2005年第1期87-91,共5页
By applying the auxiliary variational principle technique, the existence of solutions for a new class of generalized mixed implicit quasi-variational-like inequalities and the convergence criteria of a new iterative a... By applying the auxiliary variational principle technique, the existence of solutions for a new class of generalized mixed implicit quasi-variational-like inequalities and the convergence criteria of a new iterative algorithm to compute approximate solutions are proved in Hilbert spaces. The obtained result is a improvement over and generalization of the main theorem proposed by Ding. 展开更多
关键词 Generalized mixed implicit quasi-variational-like inequality Auxiliary principle technique Gap function Iterative algorithm
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汉语预期否定副词的语义性质及功能机制
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作者 曾静涵 《汉语学报》 北大核心 2025年第3期45-55,共11页
本文以现代汉语副词“白、干、瞎、空、虚”为研究对象,在分析语义特性的基础上探索言语交际中的语用功能及其识解机制。首先,概括“白”等副词的共时语义并抽取否定性特征,从内容和形式说明不同否定类型的差异。然后,通过预设测试证明... 本文以现代汉语副词“白、干、瞎、空、虚”为研究对象,在分析语义特性的基础上探索言语交际中的语用功能及其识解机制。首先,概括“白”等副词的共时语义并抽取否定性特征,从内容和形式说明不同否定类型的差异。然后,通过预设测试证明“白”等副词具有的功能类别并展示它们在句法表现和语义上的一致性。最后,归纳说话人在交际中的主观意图并探究识解策略。文章发现,“白”等副词因具有隐性否定语义而获得预期否定功能,处于句法高位,可表现事后的缺省性反预期评价,体现言语交际中多种主观性及交互主观性,可借助预期否定副词与动词的语义互动完成识解。 展开更多
关键词 隐性否定 预期否定副词 语义特性 功能机制
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