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Intelligent vectorial surrogate modeling framework for multi-objective reliability estimation of aerospace engineering structural systems
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作者 Da TENG Yunwen FENG +1 位作者 Junyu CHEN Cheng LU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第12期156-173,共18页
To improve the computational efficiency and accuracy of multi-objective reliability estimation for aerospace engineering structural systems,the Intelligent Vectorial Surrogate Modeling(IVSM)concept is presented by fus... To improve the computational efficiency and accuracy of multi-objective reliability estimation for aerospace engineering structural systems,the Intelligent Vectorial Surrogate Modeling(IVSM)concept is presented by fusing the compact support region,surrogate modeling methods,matrix theory,and Bayesian optimization strategy.In this concept,the compact support region is employed to select effective modeling samples;the surrogate modeling methods are employed to establish a functional relationship between input variables and output responses;the matrix theory is adopted to establish the vector and cell arrays of modeling parameters and synchronously determine multi-objective limit state functions;the Bayesian optimization strategy is utilized to search for the optimal hyperparameters for modeling.Under this concept,the Intelligent Vectorial Neural Network(IVNN)method is proposed based on deep neural network to realize the reliability analysis of multi-objective aerospace engineering structural systems synchronously.The multioutput response function approximation problem and two engineering application cases(i.e.,landing gear brake system temperature and aeroengine turbine blisk multi-failures)are used to verify the applicability of IVNN method.The results indicate that the proposed approach holds advantages in modeling properties and simulation performances.The efforts of this paper can offer a valuable reference for the improvement of multi-objective reliability assessment theory. 展开更多
关键词 Intelligent vectorial surrogate modeling Intelligent vectorial neural network Aerospace engineering structural systems Multi-objective reliability estimation Matrix theory
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A STUDY ON THE STRUCTURAL EFFECT OF DOUBLE BRIDGES CONJUGATED SYSTEMS I.CARBONYL-IMINO SYSTEM
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作者 Gui Ying LI cui chen Dai Ming Qian Jiang(M.C.chiang)Institute of chemistry,Academia sinica,Beijing 100080 《Chinese Chemical Letters》 SCIE CAS CSCD 1991年第3期197-200,共4页
The struetural effect of the conjugative system(C)with carbonyl-imino bridges has been studied.The results show that:In the conjugated system(C),there is no electronic absorption peak attributable to the whole system,... The struetural effect of the conjugative system(C)with carbonyl-imino bridges has been studied.The results show that:In the conjugated system(C),there is no electronic absorption peak attributable to the whole system,but there are three π-π* bands each nt which displays chacactecistics of its own independently.These indicate that the two bridges-carbonyl-and-imino-can block the tlanSmlSSion of the conjngative polarization of the whole system,so as to form three segments,this is verified by means of chemical synthesis and degradation. 展开更多
关键词 CHO A STUDY ON THE structural EFFECT OF DOUBLE BRIDGES CONJUGATED systems I.CARBONYL-IMINO SYSTEM CI
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Structural Eurocodes Systems (China) Forum Held in Beijing——Construction Standards in China
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《China Standardization》 2005年第3期6-,共1页
The Structural Eurocodes Systems, which are developed by the European Committee for Standardization (CEN), have come into trial use in the 28 countries of European Union (EU), and will lay a significant influence on t... The Structural Eurocodes Systems, which are developed by the European Committee for Standardization (CEN), have come into trial use in the 28 countries of European Union (EU), and will lay a significant influence on the development of the construction industry and on the international market of construction. 展开更多
关键词 structural Eurocodes systems BSI China
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Editorial: Mechanics of soft materials, structures and systems
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作者 Chaofeng L Wen Chen +2 位作者 Jinxiong Zhou Shaoxing Qu Weiqiu Chen 《Theoretical & Applied Mechanics Letters》 CAS 2013年第5期13-13,共1页
The concept of soft matter was first introduced by P. G. de Gennes in his acceptance speech for the No-bel Physics Prize in 1991. In mechanics community, however, people usually prefer using soft material in-stead of ... The concept of soft matter was first introduced by P. G. de Gennes in his acceptance speech for the No-bel Physics Prize in 1991. In mechanics community, however, people usually prefer using soft material in-stead of soft matter to describe the material whose en-ergy associated with thermal motion is comparative to the interaction energy. Unlike in the conventional con-densed matter, entropy plays an important and even de-terminative role in soft materials. 展开更多
关键词 EDITORIAL Mechanics of soft materials structures and systems
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Ore Zoning as Self-Organization of Geochemical Dynamic Systems
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作者 Yu ChongwenDepartment of Geochemistry, China University of Geosciences, Wuhan 430074 《Journal of Earth Science》 SCIE CAS CSCD 1990年第1期58-61,共4页
Zoning in ore bodies, ore deposits and ore regions are recognized as temporal-spatial structures generated by the dynamics of ore- forming processes. Viewed from the theory of dissipative structures, ore zoning is a k... Zoning in ore bodies, ore deposits and ore regions are recognized as temporal-spatial structures generated by the dynamics of ore- forming processes. Viewed from the theory of dissipative structures, ore zoning is a kind of self-organization phenomenon occurring in far from-equilibrium geochemical dynamic systems. Therefore,kinetic and dynamic approaches must be taken to reveal the mechanisms of ore zoning. Two dominant coupling processes leading to ore zoning——reaction-transport feedbacks and double-diffusive convection——are discussed. 展开更多
关键词 ore zoning dissipative structures self-organization dynamic systems reaction-transport double-diffusive convection.
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Structure Studies on Host-vip Recognition Sensory Systems
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作者 Lin Jing YANG Xi Zeng FENG +1 位作者 Imshik LEE Chun Li BAI(Institute of Chemistry, the Chinese Academy of Science,Beijing, 100080) 《Chinese Chemical Letters》 SCIE CAS CSCD 1997年第8期707-710,共4页
Rhodamine B-ethylenediamine-beta-cyclodextrins (RhB-beta-CDen) and rhodamine B-beta-cyclodextrins (RhB-beta-CD) form inclusion complexes with many vip molecules, which can be used as nucleic acid probe. In this pape... Rhodamine B-ethylenediamine-beta-cyclodextrins (RhB-beta-CDen) and rhodamine B-beta-cyclodextrins (RhB-beta-CD) form inclusion complexes with many vip molecules, which can be used as nucleic acid probe. In this paper we determined the most stable conformations of RhB-beta-CDen and RhB-beta-CD by molecular mechanics and dynamics simulation. The interaction between RhB-beta-CDen and two vip molecules, 1-borneol and cyclohexanol, have been investigated both theoretically and experimentally. The results show that the interaction between borneol and RhB-beta-CDen is stronger than that between cyclohexanol and RhB-beta-CDen. 展开更多
关键词 RHB Structure Studies on Host-vip Recognition Sensory systems
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Evolution of Structural and Magnetic Properties of BaFe12O19 with B2O3 Addition
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作者 Ugur Topal 《Chinese Physics Letters》 SCIE CAS CSCD 2010年第11期177-180,共4页
We investigate the effects of B2O3 addition on structural and magnetic properties of hard magnetic BaFe12O19 particles. The conventional solid state reaction method is used as the synthesis route. Single phase BaFe12O... We investigate the effects of B2O3 addition on structural and magnetic properties of hard magnetic BaFe12O19 particles. The conventional solid state reaction method is used as the synthesis route. Single phase BaFe12O19 could be synthesized with very small amounts of B2O3 addition and with calcination at low temperatures (850°C) in short times (1 h). B2O3 addition also improves the magnetic parameters significantly. Remanence magnetization and specific magnetization at 1.5 T increase by ~40% in magnitude although no significant variations on coercivity is observed. 展开更多
关键词 Condensed matter: electrical magnetic and optical Nanoscale science and low-D systems Condensed matter: structural mechanical & thermal
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A Class of Generalized Approximate Inverse Solvers for Unsymmetric Linear Systems of Irregular Structure Based on Adaptive Algorithmic Modelling for Solving Complex Computational Problems in Three Space Dimensions
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作者 Anastasia-Dimitra Lipitakis 《Applied Mathematics》 2016年第11期1225-1240,共17页
A class of general inverse matrix techniques based on adaptive algorithmic modelling methodologies is derived yielding iterative methods for solving unsymmetric linear systems of irregular structure arising in complex... A class of general inverse matrix techniques based on adaptive algorithmic modelling methodologies is derived yielding iterative methods for solving unsymmetric linear systems of irregular structure arising in complex computational problems in three space dimensions. The proposed class of approximate inverse is chosen as the basis to yield systems on which classic and preconditioned iterative methods are explicitly applied. Optimized versions of the proposed approximate inverse are presented using special storage (k-sweep) techniques leading to economical forms of the approximate inverses. Application of the adaptive algorithmic methodologies on a characteristic nonlinear boundary value problem is discussed and numerical results are given. 展开更多
关键词 Adaptive Algorithms Algorithmic Modelling Approximate Inverse Incomplete LU Factorization Approximate Decomposition Unsymmetric Linear systems Preconditioned Iterative Methods systems of Irregular Structure
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RECURSIVENESS OF ZERO STRUCTURES FOR SYSTEM MATRICES OF INTERCONNECTED LINEAR SYSTEMS VIA MODULE THEORETIC TOOLS
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作者 M. De la Sen 《Analysis in Theory and Applications》 1997年第3期29-46,共18页
The importance of the zeros of multwariable linear systems is well-knoiun in terms of measure obstructions to the controllability and the. observability. In this paper, a recursive decarnposi Am oj interconnected syst... The importance of the zeros of multwariable linear systems is well-knoiun in terms of measure obstructions to the controllability and the. observability. In this paper, a recursive decarnposi Am oj interconnected systems is outlined by taking into account the sequential structure of the connnections. The paper extends the, coordinate, module-theoretic studies from the elementary algebraic systems theory to include the case oj such linear interconnected systems which need not to be controllable or observable. Also, the properties of controllability and observability, the decoupling zeros and the signal Making issues are characterized. 展开更多
关键词 maps RECURSIVENESS OF ZERO STRUCTURES FOR SYSTEM MATRICES OF INTERCONNECTED LINEAR systems VIA MODULE THEORETIC TOOLS
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TRACKING VARIABLE STRUCTURE CONTROL LAW WITH APPLICATION TO ELECTRO-HYDRAULIC SERVO SYSTEMS 被引量:1
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作者 Li Yunhua Wang Mingwei +1 位作者 Wang Zhanlin Qiu Lihua (Beijing University of Aeronautics and Astronautics) Shi Weixiang (Xi’an Jiaotong University) 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 1996年第4期331-336,共2页
Combining the characteristics of servo systems , tracking variable structure control law is studied. Two kinds of new variable control law , the generalized exponential approaching vari- able structure control law and... Combining the characteristics of servo systems , tracking variable structure control law is studied. Two kinds of new variable control law , the generalized exponential approaching vari- able structure control law and the integral variable structure control law are put forward for dis- crete time domain. Taking pump-controlled-motor rotational speed servo system for example , the experiment investigation and digital simulation of integral variable structure control law for dis- crete time domain are performed , the rightness of conclusions are verified. 展开更多
关键词 Variable structure control Robustness Chattering Electrohydraulic Servo systems
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The Reshaping of the Eurasian Regional Order and the SCO’s Unique Role in It
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作者 Sun Zhuangzhi 《Contemporary World》 2025年第5期2-7,共6页
With accelerated expansion,the Shanghai Cooperation Organization(SCO)has extended its geographical reach to the vast Eurasian region,where the balance of power has undergone profound changes since the end of the Cold ... With accelerated expansion,the Shanghai Cooperation Organization(SCO)has extended its geographical reach to the vast Eurasian region,where the balance of power has undergone profound changes since the end of the Cold War,showing instability and uncertainty.The type of order that can emerge in a region depends on the effectiveness of governance and the power structures and systems built upon it.The SCO advocates a brand new philosophy of cooperation that transcends the traditional mentality of international relations,forging a new model of multilateral collaboration.The SCO has vigorously participated in improving regional governance and is thus playing an increasingly important and unique role in reshaping the Eurasian regional order. 展开更多
关键词 SCO Shanghai Cooperation Organization accelerated expansion balance power power structures systems reshaping Eurasian regional order geographical reach
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On the compiling principles of Vocational English series--Basic English
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作者 王勃然 《Sino-US English Teaching》 2009年第4期23-25,共3页
This paper briefly introduces the systemic structure of Vocational English series--Basic English, and puts forwards the four key compiling principles, namely, system, cognition, practicality and interest.
关键词 Basic English systemic structure compiling principle
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Economic Feasibility Evaluation of Building Passive Houses
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作者 Ievgenii Iurchenkol Olena Koval +1 位作者 Mykola Savytskyi Karim Limam 《Journal of Energy and Power Engineering》 2014年第6期1047-1053,共7页
The research presents an improved method of rational design of energy-efficient low-rise residential buildings according to their life cycle. The mathematical model for finding the optimal version of draft power-effic... The research presents an improved method of rational design of energy-efficient low-rise residential buildings according to their life cycle. The mathematical model for finding the optimal version of draft power-efficient residential building has been developed. For conditions of Ukraine the optimization problem has been set and solved (finding the optimal version of the draft energy-efficient buildings). The calculations prove the fact that the construction of passive houses in Ukraine today is economically feasible. Scientific and practical regulations, outlined in the research, can be used by all participants of the investment programs, and energy-efficiency projects, renovation projects and developing normative-technical documents. 展开更多
关键词 Energy efficiency low-rise residential buildings architectural and structural systems specific heat consumption rationaldesign life cycle of buildings.
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Analysis and Prevention for Oscillation Failure of Capacitive Micro-accelerometers 被引量:2
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作者 WAN Caixin DONG Jingxin HAN Fengtian 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2010年第3期336-345,共10页
As actuator of the force-rebalanced servo loop, the electrostatic force generator of the micro-accelerometer shows high nonlinearity while the interpole of the micro-electro-mechanical system(MEMS) sensor is far awa... As actuator of the force-rebalanced servo loop, the electrostatic force generator of the micro-accelerometer shows high nonlinearity while the interpole of the micro-electro-mechanical system(MEMS) sensor is far away from its balance position. The control system cannot rebalance itself with the limited bandwidth after an external long overload, because the characteristics of the force generator differ from normal case. Although for similar problems, solutions with cascading lead-lag blocks, with the anti-windup(AW) technology, or with the sliding-mode control, are widely reported, the problems such as performance loss or difficulty to synthesize a digital controller still remain. Based on existing researches, remedies are developed by analyzing the characteristic of the system not only near the balance position, but also corresponding to the whole moveable range of the interpole, and a new controller is proposed. The solution is compared with the common solutions of cascading lead-lag blocks method, AW methods, and sliding mode methods. Comparison results show that the proposed solution avoid performance loss, compared to cascading lead-lag blocks solution; the proposed solution is easily synthesized and implemented in the analog servo loop of the micro-accelerometer, compared to digital AW methods; at the same time, the proposed solution avoids suffering the chattering effect problem but just utilize it, compared to the sliding-mode control solution. Nevertheless, comparison results show the solution is lack of commonality, since the solution is only more suitable to micro electrostatic force-rebalance system. The SIMULINK models with and without the proposed solution, taking typical micro-accelerometer parameters, have been set up for simulation; corresponding experiments utilizing electrometric method are also conducted after the successful simulations. Simulation and experiment results verify that the micro-accelerometer will reliably return to normal operation after external long overload with the proposed solution. Therefore, it is expected to design the analog servo loop of high performance micro electrostatic force-rebalance system so as to ensure the rebalance after long overload without performance loss. 展开更多
关键词 variable structure systems micro-electro-mechanical system acceleration measurement oscillation failure
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High Characteristic Temperature 1.3μm InAs/GaAs Quantum-Dot Lasers Grown by Molecular Beam Epitaxy 被引量:1
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作者 季海铭 杨涛 +4 位作者 曹玉莲 徐鹏飞 谷永先 马文全 王占国 《Chinese Physics Letters》 SCIE CAS CSCD 2010年第2期285-287,共3页
We report the molecular beam epitaxy growth of 1.3 μm InAs/GaAs quantum-dot (QD) lasers with high characteristic temperature T0. The active region of the lasers consists of five-layer InAs QDs with p-type modulatio... We report the molecular beam epitaxy growth of 1.3 μm InAs/GaAs quantum-dot (QD) lasers with high characteristic temperature T0. The active region of the lasers consists of five-layer InAs QDs with p-type modulation doping. Devices with a stripe width of 4 μm and a cavity length of 1200 μm are fabricated and tested in the pulsed regime under different temperatures. It is found that T0 of the QD lasers is as high as 532 K in the temperature range from 10°C to 60°C. In addition, the aging test for the lasers under continuous wave operation at 100°C for 72 h shows almost no degradation, indicating the high crystal quality of the devices. 展开更多
关键词 Surfaces interfaces and thin films Optics quantum optics and lasers Nanoscale science and low-D systems Condensed matter: structural mechanical & thermal
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Irradiation Effects of Femtosecond Pulses on Refractive Index of Ag-Embedded Nanocomposite Glasses 被引量:1
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作者 董志伟 钱士雄 +1 位作者 杨修春 陈德应 《Chinese Physics Letters》 SCIE CAS CSCD 2010年第2期288-291,共4页
The irradiation effects of femtosecond pulses on Ag-embedded composite glasses fabricated by ion-exchange are investigated using z-scan measurement. Both changes of the refractive index caused by the laser irradiation... The irradiation effects of femtosecond pulses on Ag-embedded composite glasses fabricated by ion-exchange are investigated using z-scan measurement. Both changes of the refractive index caused by the laser irradiation effect and the third-order optical nonlinearity are observed in the experiment. Taking the change of the linear and nonlinear refractive index into consideration, the fitting results are in agreement with the experimental results. 展开更多
关键词 Condensed matter: electrical magnetic and optical Optics quantum optics and lasers Nanoscale science and low-D systems Condensed matter: structural mechanical & thermal
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Astrophysical applications of gravitational microlensing 被引量:2
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作者 Shude Mao 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2012年第8期947-972,共26页
Since the first discovery of microlensing events nearly two decades ago, gravitational microlensing has accumulated tens of TBytes of data and developed into a powerful astrophysical technique with diverse application... Since the first discovery of microlensing events nearly two decades ago, gravitational microlensing has accumulated tens of TBytes of data and developed into a powerful astrophysical technique with diverse applications. The review starts with a theoretical overview of the field and then proceeds to discuss the scientific highlights. (1) Microlensing observations toward the Magellanic Clouds rule out the Milky Way halo being dominated by MAssive Compact Halo Objects (MACHOs). This confirms most dark matter is non-baryonic, consistent with other observations. (2) Microlensing has discovered about 20 extrasolar planets (16 published), including the first two Jupiter-Saturn like systems and the only five "cold Neptunes" yet de- tected. They probe a different part of the parameter space and will likely provide the most stringent test of core accretion theory of planet formation. (3) Microlensing pro- vides a unique way to measure the mass of isolated stars, including brown dwarfs and normal stars. Half a dozen or so stellar mass black hole candidates have also been pro- posed. (4) High-resolution, target-of-opportunity spectra of highly-magnified dwarf stars provide intriguing "age" determinations which may either hint at enhanced he- lium enrichment or unusual bulge formation theories. (5) Microlensing also measured limb-darkening profiles for close to ten giant stars, which challenges stellar atmo- sphere models. (6) Data from surveys also provide strong constraints on the geometry and kinematics of the Milky Way bar (through proper motions); the latter indicates predictions from current models appear to be too anisotropic compared with observa- tions. The future of microlensing is bright given the new capabilities of current surveys and forthcoming new telescope networks from the ground and from space. Some open issues in the field are identified and briefly discussed. 展开更多
关键词 Galaxy: structure -- formation -- bulge -- gravitational lensing --planetary systems formation
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STRUCTURAL EFFECT IN FORKED CONJUGATIVE SYSTEMS——BIFURCATION-TYPE OF FORKED POLYENIC NITRILES,CARBOXYLIC ACIDS AND ESTERS
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作者 戴萃辰 岳振洁 蒋明谦 《Science China Chemistry》 SCIE EI CAS 1982年第10期1021-1034,共14页
Five homologous series of bifurcate systems of aliphatic and aromatic polyenic cyano and carboxylic compounds have been prepared and studied. The electronic absorption spectra forthe series and the NMR chemical shifts... Five homologous series of bifurcate systems of aliphatic and aromatic polyenic cyano and carboxylic compounds have been prepared and studied. The electronic absorption spectra forthe series and the NMR chemical shifts for the methyl-, methylene- and beta-protons havebeen found to conform very well to the rule of homologous linearity. The mass spectra forthe α-cyano polyenic ester series show strong peaks for the fragments of M-COOEt but noneof M-CN, indicating that the CN group seems to be in stronger conjugation with the poly-enic chain than the COOEt group does. In all the forked series studided, a red shift in electronic spectra is brought about upon the introduction of an electron-attractive branching group, just like the case of introducing an electron-repelling substituent. This has been taken as an indication of the predominance of themolecular integrality over the group characteristics. By means of the method of similar triangles between a homologous line for a linearseries and that for the corresponding forked compounds, the equivalent △Ns for a branching group may be calculated with accuracy. Based on the value of this equivalent, the substituentnature of the structural effect of the branching group has been inferred. The electronic absorption maxima for four series of the forked compounds have been cal-culated by means of the extended homologous equation for the corresponding linear compounds.With an appropriate correction for the positional effect of the substituent equivalent, the cal-culated wavelengths agree generally with experimental data within ± 7nm. 展开更多
关键词 OCH BIFURCATION-TYPE OF FORKED POLYENIC NITRILES CARBOXYLIC ACIDS AND ESTERS structural EFFECT IN FORKED CONJUGATIVE systems CNY
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Mechanical Behavior of Nanometer Ni by Simulating Nanoindentation
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作者 汤奇恒 杨天勇 丁斓 《Chinese Physics Letters》 SCIE CAS CSCD 2010年第2期203-205,共3页
An indentation simulation of the crystal Ni is carried out by a molecular dynamics technique (MD) to study the mechanical behavior at nanometer scales. Indenter tips with both sphere shape and conical shape with 60&... An indentation simulation of the crystal Ni is carried out by a molecular dynamics technique (MD) to study the mechanical behavior at nanometer scales. Indenter tips with both sphere shape and conical shape with 60° cone angle are used, and simulation samples with different crystal orientations are adopted. Some defects such as dislocations and point defects are observed. It is found that nucleated defects (dislocations, amorphous atoms) are from the local region near the pin tip or the sample surface. The temperature distribution of the local region is analyzed and it can explain our MD simulation results. 展开更多
关键词 Nanoscale science and low-D systems Condensed matter: structural mechanical & thermal
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Damage Performance of Multilayer Films under Simultaneous Exposure to Multi-Wavelength Pulses
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作者 周明 赵元安 +3 位作者 凌秀兰 李淑红 邵建达 范正修 《Chinese Physics Letters》 SCIE CAS CSCD 2009年第7期136-138,共3页
Laser damage performance of multilayer films with combined irradiation of 1ω and 2ω is studied to probe the damage mechanisms during wavelength division. The laser induced damage thresholds (LIDTs) of the samples ... Laser damage performance of multilayer films with combined irradiation of 1ω and 2ω is studied to probe the damage mechanisms during wavelength division. The laser induced damage thresholds (LIDTs) of the samples are obtained and tested with only 2ω with various energy densities of 1ω. Different 1ω; polarization directions combined with the 2ω case are also investigated. The result suggests that lw can raise the damage probability of multilayer mirrors when two light wavelengths are present simultaneously; the increasing number of sensitive defects for 2ω can be related to the decline of the LIDTs of the multilayer mirrors. 展开更多
关键词 OPTICS quantum optics and lasers Nanoscale science and low-D systems Condensed matter: structural mechanical & thermal
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