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Selective sampling with Gromov–Hausdorff metric:Efficient dense-shape correspondence via Confidence-based sample consensus
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作者 Dvir GINZBURG Dan RAVIV 《虚拟现实与智能硬件(中英文)》 EI 2024年第1期30-42,共13页
Background Functional mapping, despite its proven efficiency, suffers from a “chicken or egg” scenario, in that, poor spatial features lead to inadequate spectral alignment and vice versa during training, often resu... Background Functional mapping, despite its proven efficiency, suffers from a “chicken or egg” scenario, in that, poor spatial features lead to inadequate spectral alignment and vice versa during training, often resulting in slow convergence, high computational costs, and learning failures, particularly when small datasets are used. Methods A novel method is presented for dense-shape correspondence, whereby the spatial information transformed by neural networks is combined with the projections onto spectral maps to overcome the “chicken or egg” challenge by selectively sampling only points with high confidence in their alignment. These points then contribute to the alignment and spectral loss terms, boosting training, and accelerating convergence by a factor of five. To ensure full unsupervised learning, the Gromov–Hausdorff distance metric was used to select the points with the maximal alignment score displaying most confidence. Results The effectiveness of the proposed approach was demonstrated on several benchmark datasets, whereby results were reported as superior to those of spectral and spatial-based methods. Conclusions The proposed method provides a promising new approach to dense-shape correspondence, addressing the key challenges in the field and offering significant advantages over the current methods, including faster convergence, improved accuracy, and reduced computational costs. 展开更多
关键词 Dense-shape correspondence Spatial information Neural networks Spectral maps Selective sampling
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The Deconvolution Method for Obtaining Correspondence in Data-Independent Acquisition Mass Spectrometry Data
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作者 Mingming Lyu Xinye Bian Changjiu He 《Journal of Computer and Communications》 2024年第2期11-25,共15页
Although data-independent acquisition (DIA) shows powerful potential in achieving comprehensive peptide information acquisition, the difficulty in determining the precursor m/z and distinguishing fragment ions has pos... Although data-independent acquisition (DIA) shows powerful potential in achieving comprehensive peptide information acquisition, the difficulty in determining the precursor m/z and distinguishing fragment ions has posed challenges in DIA data analysis. To address this challenge, a common approach is to recover the correspondence between precursor ions and fragment ions, followed by peptide identification using traditional data-dependent acquisition (DDA) database searching. In this study, we propose a cosine similarity-based deconvolution method that rapidly establishes the correspondence between chromatographic profiles of precursor ions and fragment ions through matrix calculations. Experimental results demonstrate that our method, referred to as CosDIA, yields a peptide identification count close to that of DIA-umpire. However, compared to DIA-umpire, we can establish the correspondence between original MS/MS spectra and pseudo-MS/MS spectra. Furthermore, compared to the CorrDIA method, our approach achieves higher efficiency in terms of time, reducing the time cost of the analysis process. These results highlight the potential advantages of the CosDIA method in DIA data analysis, providing a powerful tool and method for large-scale proteomics research. 展开更多
关键词 MS/MS Spectra XICs CORRESPONDENCE Matrix Isotopic Peak Cluster
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Virtual Epipolar Line Construction of Single-Lens Bi-Prism Stereovision System 被引量:3
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作者 Wei Loon Kee Kah Bin Lim 《Journal of Electronic Science and Technology》 CAS 2012年第2期97-101,共5页
This paper proposes a simple geometrical ray based approach to solve the stereo correspondence problem for the single-lens bi-prism stereovision system. Each image captured using this system can be divided into two su... This paper proposes a simple geometrical ray based approach to solve the stereo correspondence problem for the single-lens bi-prism stereovision system. Each image captured using this system can be divided into two sub-images on the left and right and these sub-images are generated by two virtual cameras which are produced by the bi-prism. This stereovision system is equivalent to the conventional two camera system and the two sub-images captured have disparities which can be used to reconstruct back the 3-dimensional (3D) scene. The stereo correspondence problem of this system will be solved geometrically by applying the epipolar geometry constraint on the generated virtual cameras instead of the real CCD camera. Experiments are conducted to validate the proposed method and the results are compared to the calibration based approach to confirm its accuracy and effectiveness. 展开更多
关键词 CORRESPONDENCE epipolar geometry PRISM STEREOVISION virtual camera.
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State-Dependent Topological Invariants and Anomalous Bulk-Boundary Correspondence in Non-Hermitian Topological Systems with Generalized Inversion Symmetry 被引量:1
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作者 王晓然 郭翠仙 +1 位作者 杜倩 寇谡鹏 《Chinese Physics Letters》 SCIE CAS CSCD 2020年第11期87-92,共6页
Breakdown of bulk-boundary correspondence in non-Hermitian(NH)topological systems with generalized inversion symmetries is a controversial issue.The non-Bloch topological invariants determine the existence of edge sta... Breakdown of bulk-boundary correspondence in non-Hermitian(NH)topological systems with generalized inversion symmetries is a controversial issue.The non-Bloch topological invariants determine the existence of edge states,but fail to describe the number and distribution of defective edge states in non-Hermitian topological systems.The state-dependent topological invariants,instead of a global topological invariant,are developed to accurately characterize the bulk-boundary correspondence of the NH systems,which is very different from their Hermitian counterparts.At the same time,we obtain the accurate phase diagram of the one-dimensional non-Hermitian Su–Schrieffer–Heeger model with a generalized inversion symmetry from the state-dependent topological invariants.Therefore,these results will be helpful for understanding the exotic topological properties of various non-Hermitian systems. 展开更多
关键词 TOPOLOGICAL INVARIANTS CORRESPONDENCE
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Temperature Control and Simulation of Temperature-Altitude Test System 被引量:1
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作者 Yuan Lingshuang,Liu Meng,Wang Jun(School of Aeronautics Science and Engineering,Beijing University ofAeronautics and Astronautics,Beijing 100083,China) 《工程科学(英文版)》 2007年第3期91-94,100,共5页
The temperature-Altitude Test System(TATS) supplies various testing environments.The traditional PID method controls the temperature in TATS Temperature-Pressure Cabin(TPC) over a long adjusting time and with a large ... The temperature-Altitude Test System(TATS) supplies various testing environments.The traditional PID method controls the temperature in TATS Temperature-Pressure Cabin(TPC) over a long adjusting time and with a large overshoot.In order to solve this problem simply,a temperature control strategy with temperature difference corresponding factors is presented through a dynamic analysis and modeling of TPC temperature change.The TPC temperature descending process is simulated,and the results show that this control strategy can allot the proportion of PID heating controller and PID cooling controller in the whole control process and TPC temperature can be controlled at a set point quickly and effectively. 展开更多
关键词 temperature-altitude ENVIRONMENTAL test TEMPERATURE controlling simulation CORRESPONDING FACTOR
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Intelligent binary schema matching system in heterogeneity environment
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作者 Mbale J +1 位作者 徐晓飞 邓胜春 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2002年第4期376-382,共7页
For the past three decades, interoperability among heterogeneous systems had been a hard nut to crack due to the schematic and semantic perspectives that exist between objects. These systems were built under different... For the past three decades, interoperability among heterogeneous systems had been a hard nut to crack due to the schematic and semantic perspectives that exist between objects. These systems were built under different data models. As such, levels of the local schemas are semantically very poor due to the limited expressiveness of traditional data models in which they were designed. Further more, most of the existing schema integration architectural components are inadequately equipped to handle the mapping schemas, especially when the semantics and structural conflicts are involved. This paper introduces an Intelligent Binary Schema Matching system (IBSMS), which exploits the phenomenon of making its components intelligent. That’s equipping its components such as translators and integrators with adequate knowledge about various data models. This allows the components acquire enough intelligence to maneuver or manipulate the correspondence between constructs from different models. In addition, the system has a Binary Matcher, which compares the attribute correspondences of various databases in a pairwise form, in order to establish the equivalences. With the establishment of the mappings, the users shall be able to access them (mappings) for their desired usage. 展开更多
关键词 Inter-schema CORRESPONDENCE ASSERTIONS integration rules ATTRIBUTE CORRESPONDENCES SEMANTICS mapping and SCHEMA matching
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A practical approach to improve alarm system performance: Application to power plant
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作者 Jay Sompura Amit Joshi +1 位作者 Babji Srinivasan Rajagopalan Srinivasan 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2019年第5期1094-1102,共9页
Process safety in chemical industries is considered to be one of the important goals towards sustainable development. This is due to the fact that, major accidents still occur and continue to exert significant reputat... Process safety in chemical industries is considered to be one of the important goals towards sustainable development. This is due to the fact that, major accidents still occur and continue to exert significant reputational and financial impacts on process industries. Alarm systems constitute an indispensable component of automation as they draw the attention of process operators to any abnormal conditi on in the plant. Therefore, if deployed properly, alarm systems can play a critical role in helping plant operators ensure process safety and profitability. How-ever, in practice, many process plants suffer from poor alarm system configuration which leads to nuisance alarms and alarm floods that compromise safety. A vast amount of research has primarily focused on developing sophisticated alarm management algorithms to address specific issues. In this article, we provide a simple, practical, systematic approach that can be applied by plant engineers (i.e., non-experts) to improve industrial alarm system performance. The proposed approach is demonstrated using an industrial power plant case study. 展开更多
关键词 CHATTERING ALARM CORRESPONDENCE analysis Density based clustering DUPLICATE ALARMS Combined-cycle power plant Association RULE mining
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ANOTHER CLASS D'ALEMBERT PRINCIPLE AND A NEW MAGGI EQUATION FOR ARBITRARY ORDER NONHOLONOMIC MECHANICAL SYSTEMS IN DERIVATIVE SPACE
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作者 张曙红 梁天麟 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1996年第12期1165-1169,共5页
As a concrete application of the concepts of 'derivative space' and'correspondent kinetic energy' in derivative space, and of foe thought of 'treatingnonholonomic systems by changing them into form... As a concrete application of the concepts of 'derivative space' and'correspondent kinetic energy' in derivative space, and of foe thought of 'treatingnonholonomic systems by changing them into formal holonomic system' which theauthors have previously proposed in references [1. 2, 3]. this paper derived another newuniversal D'Alembert principle and a new Maggi equation for arbitrary ordernonholonomic mechanical systems. An example using the Maggi equation is given. 展开更多
关键词 derivative space correspondent kinetic energy nonholonomicsystem. formal holonomic system universal D'Alembertprinciple new Maggi equation
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Metal–insulator phase transition and topology in a three-component system
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作者 成书杰 高先龙 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第1期151-157,共7页
Due to the topology, insulators become non-trivial, particularly those with large Chern numbers which support multiple edge channels, catching our attention. In the framework of the tight binding approximation, we stu... Due to the topology, insulators become non-trivial, particularly those with large Chern numbers which support multiple edge channels, catching our attention. In the framework of the tight binding approximation, we study a non-interacting Chern insulator model on the three-component dice lattice with real nearest-neighbor and complex next-nearest-neighbor hopping subjected to Λ-or V-type sublattice potentials. By analyzing the dispersions of corresponding energy bands, we find that the system undergoes a metal–insulator transition which can be modulated not only by the Fermi energy but also the tunable extra parameters. Furthermore, rich topological phases, including the ones with high Hall plateau, are uncovered by calculating the associated band’s Chern number. Besides, we also analyze the edge-state spectra and discuss the correspondence between Chern numbers and the edge states by the principle of bulk-edge correspondence. In general, our results suggest that there are large Chern number phases with C = ±3 and the work enriches the research about large Chern numbers in multiband systems. 展开更多
关键词 band structures high Chern numbers bulk-edge correspondence
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Route Optimization for Network Mobility Based Aeronautical Network Using Correspondent Router
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作者 Ruoshan Kong Jing Feng Huaibei Zhou 《International Journal of Communications, Network and System Sciences》 2011年第10期667-673,共7页
The future aeronautical network will be based on IPv6 and the services over the aeronautical network will be classified into 3 domains: Air Traffic Services (ATS), Airline Operational Services (AOS) and Passenger Info... The future aeronautical network will be based on IPv6 and the services over the aeronautical network will be classified into 3 domains: Air Traffic Services (ATS), Airline Operational Services (AOS) and Passenger Information and Entertainment Services (PIES), among which the ATS and AOS domains are important for aircraft safety and airline business operation. Some schemes have been proposed to provide IP mobility support for aeronautical network, and Network Mobility (NEMO) scheme is the most promising one. However, using NEMO technology will lead to sub-optimal routing, so route optimization technology is highly desired for NEMO. A route optimization scheme is proposed for the ATS and AOS domains, which introduces the Correspondent Routers to realize the optimal routing and employs an improved procedure to reduce the handoff delay. The route optimization for the PIES domain is also discussed to provide better performance for some special scenarios. 展开更多
关键词 Aeronautical NETWORK NETWORK MOBILITY ROUTE OPTIMIZATION correspondent ROUTER
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A new way to construct topological invariants of non-Hermitian systems with the non-Hermitian skin effect
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作者 刘建森 韩炎桢 刘承师 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第1期119-123,共5页
The non-Hermitian skin effect breaks the conventional bulk–boundary correspondence and leads to non-Bloch topological invariants.Inspired by the fact that the topological protected zero modes are immune to perturbati... The non-Hermitian skin effect breaks the conventional bulk–boundary correspondence and leads to non-Bloch topological invariants.Inspired by the fact that the topological protected zero modes are immune to perturbations,we construct a partner of a non-Hermitian system by getting rid of the non-Hermitian skin effect.Through adjusting the imbalance hopping,we find that the existence of zero-energy boundary states still dictate the bulk topological invariants based on the band-theory framework.Two non-Hermitian Su–Schrieffer–Heeger(SSH)models are used to illuminate the ideas.Specially,we obtain the winding numbers in analytical form without the introduction of the generalized Brillouin zone.The work gives an alternative method to calculate the topological invariants of non-Hermitian systems. 展开更多
关键词 non-Hermitian skin effect Su–Schrieffer–Heeger(SSH)model bulk–boundary correspondence topological invariant
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The Approximation of Bosonic System by Fermion in Quantum Cellular Automaton
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作者 Shinji Hamada Hideo Sekino 《Journal of Quantum Information Science》 2017年第1期6-34,共29页
In one-dimensional multiparticle Quantum Cellular Automaton (QCA), the approximation of the bosonic system by fermion (boson-fermion correspondence) can be derived in a rather simple and intriguing way, where the prin... In one-dimensional multiparticle Quantum Cellular Automaton (QCA), the approximation of the bosonic system by fermion (boson-fermion correspondence) can be derived in a rather simple and intriguing way, where the principle to impose zero-derivative boundary conditions of one-particle QCA is also analogously used in particle-exchange boundary conditions. As a clear cut demonstration of this approximation, we calculate the ground state of few-particle systems in a box using imaginary time evolution simulation in 2nd quantization form as well as in 1st quantization form. Moreover in this 2nd quantized form of QCA calculation, we use Time Evolving Block Decimation (TEBD) algorithm. We present this demonstration to emphasize that the TEBD is most natu-rally regarded as an approximation method to the 2nd quantized form of QCA. 展开更多
关键词 QUANTUM CELLULAR AUTOMATON QCA QUANTUM Walk BOSON-FERMION Correspondence Time Evolving Block DECIMATION TEBD Dirac CELLULAR AUTOMATON
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Quantum Chaos and Exponential Growth of Spreading Width of a Wave Packet in Chaotic Systems
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作者 Li Junqing, Liu Pang and Zuo Wei Institute of Modern Physics, North-West University, Xian, 《IMP & HIRFL Annual Report》 2001年第1期14-14,共1页
The quantum correspondence of one particular signature of classical chaos———the exponential instability f motion can be characterized by the initial exponential growth rate of the spreading width of the propagating... The quantum correspondence of one particular signature of classical chaos———the exponential instability f motion can be characterized by the initial exponential growth rate of the spreading width of the propagating quantum wave packet.In a former study~[1] a one to one correspondence has been found between the 展开更多
关键词 CHAOS EXPONENTIAL CORRESPONDENCE signature packet chaotic PROPAGATING SPREADING instability CHAOS
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荷兰新闻众筹网站De Correspondent的创新实践及借鉴意义
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作者 余璧玲 《视听》 2018年第10期149-151,共3页
众筹是随着信息技术和互联网发展而兴起的一个经济学概念,对各行各业都产生了重要影响。自美国Spot.us网站成立开始,新闻领域的众筹实践络绎不绝,其中不乏成功和失败的案例。荷兰新闻众筹网站De Correspondent立足于建设性新闻理念,在... 众筹是随着信息技术和互联网发展而兴起的一个经济学概念,对各行各业都产生了重要影响。自美国Spot.us网站成立开始,新闻领域的众筹实践络绎不绝,其中不乏成功和失败的案例。荷兰新闻众筹网站De Correspondent立足于建设性新闻理念,在生产差异化新闻产品的同时,凭借独具特色的商业模式,形成了良性的运营体系,最终成为国内外新闻众筹实践中的成功典范。梳理该平台的核心原则,分析其创新之处,一定程度上也可为其他新闻众筹网站的发展提供借鉴和启发。 展开更多
关键词 DE correspondent 新闻众筹 创新实践 借鉴
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Xinhua Correspondent Shao Yunhuan,Killed in NATO Bombing
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《China Today》 1999年第7期13-14,共2页
关键词 Xinhua correspondent Shao Yunhuan Killed in NATO Bombing
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Guardian Correspondent:China Is the “Greatest Place for Foreign Journalists”
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作者 FU QI 《The Journal of Human Rights》 2008年第3期7-9,共3页
"I have worked in ten countries as a reporter and been posted in two, China and Japan," said Jonathan Watts, correspondent of The Guardian in Beijing. "I think China is the greatest place for journalists."
关键词 Guardian correspondent Greatest Place for Foreign Journalists
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First Conference of Human Rights Correspondents
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《The Journal of Human Rights》 2002年第3期36-37,共2页
The first national conference of Human Rights correspondents was held in Beijing at the end of May. The 60 participants included editors and reporters as well.
关键词 First Conference of Human Rights correspondents
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Dual Branch PnP Based Network for Monocular 6D Pose Estimation
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作者 Jia-Yu Liang Hong-Bo Zhang +2 位作者 Qing Lei Ji-Xiang Du Tian-Liang Lin 《Intelligent Automation & Soft Computing》 SCIE 2023年第6期3243-3256,共14页
Monocular 6D pose estimation is a functional task in the field of com-puter vision and robotics.In recent years,2D-3D correspondence-based methods have achieved improved performance in multiview and depth data-based s... Monocular 6D pose estimation is a functional task in the field of com-puter vision and robotics.In recent years,2D-3D correspondence-based methods have achieved improved performance in multiview and depth data-based scenes.However,for monocular 6D pose estimation,these methods are affected by the prediction results of the 2D-3D correspondences and the robustness of the per-spective-n-point(PnP)algorithm.There is still a difference in the distance from the expected estimation effect.To obtain a more effective feature representation result,edge enhancement is proposed to increase the shape information of the object by analyzing the influence of inaccurate 2D-3D matching on 6D pose regression and comparing the effectiveness of the intermediate representation.Furthermore,although the transformation matrix is composed of rotation and translation matrices from 3D model points to 2D pixel points,the two variables are essentially different and the same network cannot be used for both variables in the regression process.Therefore,to improve the effectiveness of the PnP algo-rithm,this paper designs a dual-branch PnP network to predict rotation and trans-lation information.Finally,the proposed method is verified on the public LM,LM-O and YCB-Video datasets.The ADD(S)values of the proposed method are 94.2 and 62.84 on the LM and LM-O datasets,respectively.The AUC of ADD(-S)value on YCB-Video is 81.1.These experimental results show that the performance of the proposed method is superior to that of similar methods. 展开更多
关键词 6D pose monocular RGB edge enhancement dual-branch PnP 2D-3D correspondence
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Characterization of Gold Bearing Placers and Associated Minerals in the Elogo Region (North-West Congo Republic)
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作者 Noël Watha-Ndoudy Prince Espoire Wamene Okoumel +7 位作者 Timothée Miyouna Renaud Hermann Assouka Mpika Eddy Guembou Massala Guichel Souaty Mibantsa Kester Mayenga Joseph Victor Hell Boniface Kankeu Florent Boudzoumou 《Open Journal of Geology》 CAS 2023年第5期287-305,共19页
The Elogo region has been subjected to craft industry and semi-industrial mining for gold-bearing placers, since the colonial times. It is actually undergoing an intensive exploration for a primary gold deposit. The g... The Elogo region has been subjected to craft industry and semi-industrial mining for gold-bearing placers, since the colonial times. It is actually undergoing an intensive exploration for a primary gold deposit. The goal of this study is to contribute to the exploration of the primary gold deposit in the Elogo Region (North-West of Congo Republic). The methodology consisted of characterization of placers deposits by their lithology, mineralogy and the gold grains shape, in order to constrain the source of gold with the respect to the local geology. The results obtained show that alluviums are polygenic and yields seventeen mineral species composed of zircon, olivine, magnetite, ilmenite, gold, garnet, rutile, coltan, cassiterite, monazite, apatite, amphibole, tourmaline, pyrite, limonite, chromite, and amphibole. The morphoscopy of gold grain shows single grains and grains with quartz inclusions that suggest their relationship with quartz veins. The gold grains are flattened, sub-flattened, and rounded. The northern region of Elogo characterized by a dominance of coarser quartz-included gold grains indicates a proximal proparte origin (less than 50 m), while the southern region, showing less coarse and more evolved grains with choc marks, appears to be associated with a distal pro-parte origin (more than 300 m). The multivariate statistical analysis shows seven classes of samples corresponding to the mineralogical paragenesis suggesting various sources, consisting of high-grade metamorphic, granitoids, pegmatites, basic and ultrabasic rocks, and BIFs that provided minerals to the placers. Gold mainly comes from hydrothermal quartz veins and probably from the peptization of gold from the weathering of sulfides occurring in the BIF. In the Elogo region, gold exploration for primary deposits should look for and follow the hydrothermal system developed in this region. Chemical analysis for the gold grains and associated minerals is necessary to better guide the proposed geochemical prospecting. 展开更多
关键词 Auriferous Placers Associated Minerals Correspondence Factor Analysis Principal Component Analysis Elogo Gold Exploration
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Corresponding Prime Number Distribution Equation
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作者 Dan Liu Chenglong Liu 《Journal of Applied Mathematics and Physics》 2023年第11期3354-3365,共12页
The conjecture of twin prime numbers is a mathematical problem. Proving the twin prime conjecture using traditional modern number theory is extremely profound and complex. We propose an elementary research method for ... The conjecture of twin prime numbers is a mathematical problem. Proving the twin prime conjecture using traditional modern number theory is extremely profound and complex. We propose an elementary research method for corresponding prime number, proved that the conjecture of twin prime numbers and obtain the corresponding prime distribution equation. According to the distribution rate of corresponding prime numbers, the distribution pattern of twin prime numbers was proved the distribution rate theorem. This is the distribution rate of prime numbers corresponding to composite numbers, which approaches the distribution rate of prime numbers corresponding to integers. Based on the corresponding prime distribution equation, obtain the twin prime inequality function. Then, the formula for calculating twin prime numbers was discussed. There is also the Hardy Littlewood conjecture. This provides a practical and feasible approach for studying the distribution of twin prime numbers. 展开更多
关键词 Prime Number Composite Number Twin Prime Numbers Corresponding Prime Distribution Equation Twin Prime Inequality Function
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