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数字化大学来临,传统大学尚能饭否
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作者 于赓哲 《人民论坛》 北大核心 2013年第9期74-75,共2页
让我们首先展开一场乌托邦式的想象——未来十年、二十年之后,一个大学生是如何学习的?他可能已经30岁了,拿到了文学、化学两个本科文凭,但是他还不满足,正在攻读物理本科学位。他会在自己家中拿着茶杯、穿着睡衣打开电脑,继续昨... 让我们首先展开一场乌托邦式的想象——未来十年、二十年之后,一个大学生是如何学习的?他可能已经30岁了,拿到了文学、化学两个本科文凭,但是他还不满足,正在攻读物理本科学位。他会在自己家中拿着茶杯、穿着睡衣打开电脑,继续昨天没有看完的课程,基于物联网的仿真实验将通过3D技术立体展现在他面前,他可以远程遥控实验,课程结束后他将自己的作业上传,由电脑软件将他和“同学”们的作业汇集在一起,迅速分析出大家共同的问题,并马上反馈给教师,这位教师在指导他的同时还有成千上万名学生,而这位大学生和自己的同学们几乎未曾谋面。 展开更多
关键词 数字化大 传统大 仿真实验 “同学” 电脑软件 3D技术 远程遥控
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Synergistic effect of heterogeneous single atoms and clusters for improved catalytic performance
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作者 Long Liu Wenting Gao +5 位作者 Yiling Ma Kainan Mei Wenlong Wu Hongliang Li Zhirong Zhang Jie Zeng 《中国科学技术大学学报》 CAS CSCD 北大核心 2024年第6期34-40,I0010,共8页
Electrocatalytic water splitting provides an efficient method for the production of hydrogen.In electrocatalytic water splitting,the oxygen evolution reaction(OER)involves a kinetically sluggish four-electron transfer... Electrocatalytic water splitting provides an efficient method for the production of hydrogen.In electrocatalytic water splitting,the oxygen evolution reaction(OER)involves a kinetically sluggish four-electron transfer process,which limits the efficiency of electrocatalytic water splitting.Therefore,it is urgent to develop highly active OER catalysts to accelerate reaction kinetics.Coupling single atoms and clusters in one system is an innovative approach for developing efficient catalysts that can synergistically optimize the adsorption and configuration of intermediates and improve catalytic activity.However,research in this area is still scarce.Herein,we constructed a heterogeneous single-atom cluster system by anchoring Ir single atoms and Co clusters on the surface of Ni(OH)_(2)nanosheets.Ir single atoms and Co clusters synergistically improved the catalytic activity toward the OER.Specifically,Co_(n)Ir_(1)/Ni(OH)_(2)required an overpotential of 255 mV at a current density of 10 mA·cm^(−2),which was 60 mV and 67 mV lower than those of Co_(n)/Ni(OH)_(2)and Ir1/Ni(OH)_(2),respectively.The turnover frequency of Co_(n)Ir_(1)/Ni(OH)_(2)was 0.49 s^(−1),which was 4.9 times greater than that of Co_(n)/Ni(OH)_(2)at an overpotential of 300 mV. 展开更多
关键词 single-atom cluster catalysts synergistic effect oxygen evolution reaction
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A Fast Federated Learning-based Crypto-aggregation Scheme and Its Simulation Analysis
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作者 LüBoshen Song Xiao 《系统仿真学报》 CAS CSCD 北大核心 2024年第12期2850-2870,共21页
To solve the problem of increased computation and communication costs caused by using homomorphic encryption(HE) to protect all gradients in traditional cryptographic aggregation(cryptoaggregation) schemes,a fast cryp... To solve the problem of increased computation and communication costs caused by using homomorphic encryption(HE) to protect all gradients in traditional cryptographic aggregation(cryptoaggregation) schemes,a fast crypto-aggregation scheme called RandomCrypt was proposed.RandomCrypt performed clipping and quantization to fix the range of gradient values and then added two types of noise on the gradient for encryption and differential privacy(DP) protection.It conducted HE on noise keys to revise the precision loss caused by DP protection.RandomCrypt was implemented based on a FATE framework,and a hacking simulation experiment was conducted.The results show that the proposed scheme can effectively hinder inference attacks while ensuring training accuracy.It only requires 45%~51% communication cost and 5%~23% computation cost compared with traditional schemes. 展开更多
关键词 federated learning differential privacy homomorphic encryption inference attack hacking simulation
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A physics-informed machine learning solution for landslide susceptibility mapping based on three-dimensional slope stability evaluation
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作者 WANG Yun-hao WANG Lu-qi +4 位作者 ZHANG Wen-gang LIU Song-lin SUN Wei-xin HONG Li ZHU Zheng-wei 《Journal of Central South University》 CSCD 2024年第11期3838-3853,共16页
Landslide susceptibility mapping is a crucial tool for disaster prevention and management.The performance of conventional data-driven model is greatly influenced by the quality of the samples data.The random selection... Landslide susceptibility mapping is a crucial tool for disaster prevention and management.The performance of conventional data-driven model is greatly influenced by the quality of the samples data.The random selection of negative samples results in the lack of interpretability throughout the assessment process.To address this limitation and construct a high-quality negative samples database,this study introduces a physics-informed machine learning approach,combining the random forest model with Scoops 3D,to optimize the negative samples selection strategy and assess the landslide susceptibility of the study area.The Scoops 3D is employed to determine the factor of safety value leveraging Bishop’s simplified method.Instead of conventional random selection,negative samples are extracted from the areas with a high factor of safety value.Subsequently,the results of conventional random forest model and physics-informed data-driven model are analyzed and discussed,focusing on model performance and prediction uncertainty.In comparison to conventional methods,the physics-informed model,set with a safety area threshold of 3,demonstrates a noteworthy improvement in the mean AUC value by 36.7%,coupled with a reduced prediction uncertainty.It is evident that the determination of the safety area threshold exerts an impact on both prediction uncertainty and model performance. 展开更多
关键词 machine learning physics-informed model negative samples selection INTERPRETABILITY landslide susceptibility mapping
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称呼的苦恼
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作者 朱晴方 《学习与实践》 北大核心 1991年第6期64-64,共1页
人与人交往,大凡是要称呼的。或“同志”,或“老师”,或“师傅”,或“同学”,等等。连呀呀学语的小孩也会喊“叔叔、阿姨”,“称呼又何来“苦恼”?鄙人有一位同事,他在称呼上就曹很苦恼。原来,他的一位中学时代的同学做了他的... 人与人交往,大凡是要称呼的。或“同志”,或“老师”,或“师傅”,或“同学”,等等。连呀呀学语的小孩也会喊“叔叔、阿姨”,“称呼又何来“苦恼”?鄙人有一位同事,他在称呼上就曹很苦恼。原来,他的一位中学时代的同学做了他的顶头上级,过去以名字相称,很随便很亲切,这时却不知如何称呼才好,叫某“长”吧,又碍口且有伤同窗情谊;叫名字吧,又怕对方认为不分个高低大小,以引起“长”的不快。 展开更多
关键词 称呼 苦恼 “同学” 与人交往 “同志” “老师” 时代 “长”
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Isotope systematics and metallogenetic age of Zhuanghe gold deposit, Liaoning province, China 被引量:4
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作者 魏俊浩 谭文娟 +3 位作者 郭大招 谭俊 李闫华 鄢云飞 《Journal of Central South University of Technology》 EI 2007年第1期104-110,共7页
Based on the metallogenetic geology conditions, the H, O, C and S isotopic compositions were measured by MAT-251 mass spectrometer, and Pb isotope and Rb-Sr dating were carried with MAT-261 multi-acceptor mass spectro... Based on the metallogenetic geology conditions, the H, O, C and S isotopic compositions were measured by MAT-251 mass spectrometer, and Pb isotope and Rb-Sr dating were carried with MAT-261 multi-acceptor mass spectrometer. The results show that the δ^180 values of gold-bearing vein quartz from different levels are 1.19%-1.42%. The calculated δ^180 values of ore fluids are 0.55%-0.78%, and 319 values are from -8.64% to -6.66%. The calculated values of δ^34SH2s by the δ^34Spy values in quartz veins display sulfur isotope compositions from -0.053% to +0.413%. Carbon isotope compositions of carbonates are from -0.612% to 0.140%. The mole ratios of ^206Pb to ^204Pb, ^207Pb to ^204Pb and ^208Pb to ^204Pb in auriferous quartz vein are 16.987-17.545, 15.342-15.623, and 38.254-38.744, respectively. The age of the Zhuanghe gold deposit determined by Rb-Sr isochron of the fluid inclusions in quartzes is (143.0±5.8) Ma. These isotopic data suggest that the metallogenetic fluids are generated from magmatic hydrotherm and the origin of ore-forming matters is related to the deep-derived magmatic activities. Meanwhile, the metallogenetic epoch of the Zhuanghe gold deposit is in Yanshanian period. 展开更多
关键词 isotope systematics metallogenetic age Zhuanghe gold deposit
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Genesis of Qujiashan manganese deposit, Shaanxi Province: constraints from geological, geochemical, and carbon and oxygen isotopic evidences 被引量:3
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作者 WANG Zi-yong HAN Run-sheng +2 位作者 REN Tao WU Yong-tao LI Hu-jie 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第12期3516-3533,共18页
The Qujiashan manganese deposit is located in the Longmen-Daba fold belt along the northern margin of the Yangtze Block. The layered ore bodies are distributed within the purple-red calcareous shale. Qujiashan is a hi... The Qujiashan manganese deposit is located in the Longmen-Daba fold belt along the northern margin of the Yangtze Block. The layered ore bodies are distributed within the purple-red calcareous shale. Qujiashan is a high-grade w(MnO)=8.92% to 18.76%) manganese deposit with low-phosphorus w(P2O5)=0.08% to 0.16%) content. It also has a low total REEs contents(with an average of 101.3×10-6), and has inconspicuous Ce(0.81 to 1.29) and Eu(1.00 to 1.25) anomalies. lg(Ce/Ce*) values are from-0.02 to 0.11. The ores have high SiO2/Al2O3 and Al/(Al + Fe + Mn) ratios. In figures of Fe–Mn–[(Ni+Cu+Co)×10] and lgU–lgTh, all samples show that hydrothermal exhalative fluids played an important role during mineralisation. The δ13CPDB and δ18OSMOW values of eight ore samples are from-20.7‰ to-8.2‰(with an average of-12.4‰) and from 14.3‰ to 18.7‰(with an average of 17.0‰), respectively. These carbon and oxygen isotopic features indicate that hydrothermal fluids derived from deep earth are participation in the metallogenic process, which is also supported by high paleo-seawater temperatures varying from 47.08 to 73.98 °C. Therefore, the geological and geochemical evidences show that the Qujiashan deposit formed from submarine exhalative hydrothermal sedimentation. 展开更多
关键词 manganese deposit element geochemistry carbon and oxygen isotopes GENESIS Qujiashan manganese deposit
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Homology modeling and docking studies of IscS from extremophile Acidithiobacillus ferrooxidans 被引量:1
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作者 刘元东 丁建南 +1 位作者 邱冠周 王海东 《Journal of Central South University of Technology》 EI 2007年第6期742-749,共8页
The gene iscS-3 from ,4cidithiobacillus ferrooxidans may play a central role in the delivery of sulfur to a variety of metabolic pathways in this organism. For insight into the sulfur metabolic mechanism of the bacter... The gene iscS-3 from ,4cidithiobacillus ferrooxidans may play a central role in the delivery of sulfur to a variety of metabolic pathways in this organism. For insight into the sulfur metabolic mechanism of the bacteria, an integral three-dimensional (3D) molecular structure of the protein encoded by this gene was built by homology modeling techniques, refined by molecular dynamics simulations, assessed by PROFILE-3D and PROSTAT programs and further used to search bind sites, carry out flexible docking with cofactor pyridoxal 5'-phosphate(PLP) and substrate cysteine and hereby detect its key residues. Through these procedures, the detail conformations of PLP-IscS(P-I) and cysteine-PLP-IscS(C-P-I) complexes were obtained. In P-I complex, the residues of Lys208, His106, Thr78, Ser205, His207, Asp182 and Gln185 have large interaction energies and/or hydrogen bonds fixation with PLP. In C-P-I complex, the amino group in cysteine is very near His106, Lys208 and PLP, the interaction energies for cysteine with them are very high. The above results are well consistent with those experimental facts of the homologues from other sources. Interestingly, the four residues of Glul05, Glu79, Ser203 and Hisl80 in P-I docking and the residue of Lys213 in C-P-I docking also have great interaction energies, which are fitly conservation in IscSs from all kinds of sources but have not been identified before. From these results, this gene can be confirmed at 3D level to encode the iron-sulfur cluster assembly protein IscS and subsequently play a sulfur traffic role. Furthermore, the substrate cysteine can be presumed to be effectively recruited into the active site. Finally, the above detected key residues can be conjectured to be directly responsible for the bind and/or catalysis of PLP and cysteine. 展开更多
关键词 bioleaching ISCS Acidithiobacillus ferrooxidans homology modeling molecular dynamics docking pyridoxal 5'-phosphate(PLP) CYSTEINE
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Microstructure evolution and Al_3(Sc_(1-x)Zr_x) precipitates' kinetics in Al-Zn-Mg alloy during homogenization 被引量:6
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作者 段佳琦 尹志民 +2 位作者 赵凯 邓英 雷学峰 《Journal of Central South University》 SCIE EI CAS 2013年第3期579-586,共8页
The microstructure evolutions of two A1-Zn-Mg alloys, one of which was alloyed with Sc and Zr, and the kinetics of A13(SCl-xZrx) precipitates in the A1-Zn-Mg alloy during homogenization were investigated. Both alloy... The microstructure evolutions of two A1-Zn-Mg alloys, one of which was alloyed with Sc and Zr, and the kinetics of A13(SCl-xZrx) precipitates in the A1-Zn-Mg alloy during homogenization were investigated. Both alloys under as-cast condition with supersaturated, non-equilibrium T(Mg32(A1, Zn)49) phase and impurities phase were displayed. When the homogenization temperatures are below 350 ~C, Zn and Mg atoms precipitate from matrix; however, when the temperatures are above 400 ~C, T phase dissolves into matrix, enhancing solid-solution strengthening. Kinetics of A13(Scl.xZrx) precipitates was studied based on Jmat Pro software calculation and the difference values between the hardness of the two alloys in each homogenization condition. The calculations predict that the Sc and Zr solubilities in ct-A1 decline with the presence of Mg and Zn. Investigation of the difference values reveals that when the temperature is between 300 ~C and 350 ~C, the nucleation rate of A13(Sc1-xZrx) precipitates is the highest and the strengthening effect from A13(SCl_xZrx) precipitates is the best. After homogenization at 470℃ for 12 h, non-equilibrium T phase disappears, while impurity phase remains. The mean diameter of A13(Scl_xZrx) precipitates is around 18 urn. Ideas about better fulfilling the potentials of Sc and Zr were proposed at last. 展开更多
关键词 A1-Zn-Mg-Sc-Zr alloy HOMOGENIZATION A13(SCl_xZrx) precipitates KINETICS microstructures
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Zircon U-Pb-Hf isotopes and mineral chemistry of Early Cretaceous granodiorite in the Lunggar iron deposit in central Lhasa, Tibet Y, China 被引量:2
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作者 ZHANG Yun-hui WANG Yang-shuang +2 位作者 WANG Wen-shu LIU Jie YUAN Ling-ling 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第12期3457-3469,共13页
The Lunggar iron deposit belongs to the Bangong-Nujiang metallogenic belt and is located in central Lhasa on the Tibetan Plateau.In the Lunggar deposit,iron mineralization formed in the skarnization contact zone betwe... The Lunggar iron deposit belongs to the Bangong-Nujiang metallogenic belt and is located in central Lhasa on the Tibetan Plateau.In the Lunggar deposit,iron mineralization formed in the skarnization contact zone between the Early Cretaceous granodiorite and the late Permian Xiala Formation limestone.In this study,we achieved detailed zircon U-Pb-Hf isotopes and mineral chemistry for the Early Cretaceous granodiorite.Zircon U-Pb dating results indicate that the Early Cretaceous granodiorite emplaced at ca.119 Ma.Based on the trace elements in zircons and the mineral chemical composition of amphibole and biotite,the Early Cretaceous granodiorite was believed to form under condition of high temperature(>700°C),low pressure(100400 MPa),and relatively high oxygen fugacity(lgfO2)(13.6 to 13.9)and H2O content(4%8%).Zircon trace elements,Hf isotope and biotite chemistry collectively reveal that significant juvenile mantle-derived magmas contributed to the source of the granodiorite.The relatively high logfO2 and shallow magma chamber are beneficial for skarn iron mineralization,implying remarkable potential for further prospecting in the Lunggar iron deposit. 展开更多
关键词 zircon U-Pb-Hf isotope mineral chemistry crystallization condition Lunggar iron deposit central Lhasa
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Geochronology, petrogenesis and tectonic significance of Dahongliutan pluton in Western Kunlun orogenic belt, NW China 被引量:12
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作者 DING Kun LIANG Ting +5 位作者 YANG Xiu-qing ZHOU Yi FENG Yong-gang LI Kan TENG Jia-xin WANG Rui-ting 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第12期3420-3435,共16页
The Dahongliutan granitic pluton,in the eastern part of the West Kunlun orogenic belt,provides significant insights for studying the tectonic evolution of West Kunlun.This paper presents a systematic study of LA-ICP-M... The Dahongliutan granitic pluton,in the eastern part of the West Kunlun orogenic belt,provides significant insights for studying the tectonic evolution of West Kunlun.This paper presents a systematic study of LA-ICP-MS zircon U Pb age,major and trace elements,Sr-Nd-Hf isotopes,and the first detailed Li isotope analysis of the Dahongliutan pluton.LA-ICP-MS zircon U Pb dating shows that the Dahongliutan granites were emplaced in the Late Triassic((213±2.1)Ma).Geochemical data show relatively high SiO2 contents(68.45 wt%73.62 wt%)and aluminum saturation index(A/CNK=1.111.21)indicates peraluminous high-K calc-alkaline granite.The Dahongliutan granites are relatively high in light rare earth elements(LREE)and large ion lithophile elements(LILEs)(e.g.,Rb,K,Th),and relatively depleted in high field strength elements(HFSEs)(e.g.,Nb,Ta,P,Ti).TheεNd(t)values range from 8.71 to 4.73,and(87Sr/86Sr)i=0.70870.71574.Zircons from the pluton yield 176Hf/177Hf values of 0.2826181 to 0.2827683,andεHf(t)values are around 0;the two-stage Hf model ages range from 0.974 to 1.307 Ga.Theδ7Li values are 0.76‰3.25‰,with an average of 2.53‰.Isotopic compositions of the pluton suggest a mixed trend between the partial melting of the Middle Proterozoic ancient crustal material and a juvenile mantle-derived material.This study infers that the Dahongliutan rock mass is formed in the post-collisional extension environment,when the collision between South Kunlun and the Tianshuihai terranes results in the closure of the Palaeo-Tethys.The mantle-derived magma results in partial melting of the lower crust. 展开更多
关键词 LA-ICP-MS zircon U Pb age petrogeochemistry Li-Sr-Nd-Hf isotopic composition Dahongliutan pluton West Kunlun orogen China
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Cooperative effect of surface alloying and laser texturing on tribological performance of lubricated surfaces 被引量:5
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作者 万轶 熊党生 李建亮 《Journal of Central South University》 SCIE EI CAS 2010年第5期906-910,共5页
The cooperative effect of laser surface texturing(LST) and double glow plasma surface alloying on tribological performance of lubricated sliding contacts was investigated.A Nd:YAG laser was used to generate microdimpl... The cooperative effect of laser surface texturing(LST) and double glow plasma surface alloying on tribological performance of lubricated sliding contacts was investigated.A Nd:YAG laser was used to generate microdimples on steel surfaces. Dimples with the diameter of 150μm and the depth of 30-35μm distributed circumferentially on the disc surface.The alloying element Cr was sputtered to the laser texturing steel surface by double glow plasma technique.A deep diffusion layer with a thickness of 30μm and a high hardness of HV900 was formed in this alloy.Tribological experiments of three types of samples(smooth,texturing and texturing+alloying) were conducted with a ring-on-disc tribometer to simulate the face seal.It is found that,in comparison with smooth steel surfaces,the laser texturing samples significantly reduce the friction coefficient.Moreover,the lower wear rate of the sample treated with the two surface techniques is observed. 展开更多
关键词 laser surface texturing double glow plasma surface alloying technology carbon steel tribological performance lubricated surface
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Kinematic analysis of a humanoid robot CHP-1 and selection of motors in consideration of cooperative motion
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作者 KIM Do-un HWANG Sang-wook +1 位作者 KANG Hyo-jung HONG Dae Sun 《Journal of Central South University》 SCIE EI CAS 2012年第11期3094-3099,共6页
A lower-part humanoid robot CHP-1 with 12 degree-of-freedom of motion has been developed for cooperative motion,such as pushing or lifting an object.The capability of the robot is mainly dependent on the performance o... A lower-part humanoid robot CHP-1 with 12 degree-of-freedom of motion has been developed for cooperative motion,such as pushing or lifting an object.The capability of the robot is mainly dependent on the performance of the motors,thus the motors need to be properly selected.For the purpose,the kinematics of the robot was analyzed,and a number of simulations for two kinds of cooperative motions were carried out.The torques required at each motor of the robot under external forces were obtained.Here,the external forces were also estimated through simulation and literature survey.On the basis of the torques found,the selection of motors was finally suggested,and the motors are to be installed to the humanoid robot. 展开更多
关键词 humanoid robot motor selection cooperative motion KINEMATICS
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Hyperchaos behaviors and chaos synchronization of two unidirectional coupled simplified Lorenz systems 被引量:1
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作者 孙克辉 汪艳 王艳丽 《Journal of Central South University》 SCIE EI CAS 2014年第3期948-955,共8页
To design a hyperchaotic generator and apply chaos into secure communication, a linear unidirectional coupling control is applied to two identical simplified Lorenz systems. The dynamical evolution process of the coup... To design a hyperchaotic generator and apply chaos into secure communication, a linear unidirectional coupling control is applied to two identical simplified Lorenz systems. The dynamical evolution process of the coupled system is investigated with variations of the system parameter and coupling coefficients. Particularly, the influence of coupling strength on dynamics of the coupled system is analyzed in detail. The range of the coupling strength in which the coupled system can generate hyperchaos or realize synchronization is determined, including phase portraits, Lyapunov exponents, and Poincare section. And the critical value of the system parameter between hyperchaos and synchronization is also found with fixed coupled strength. In addition, abundant dynamical behaviors such as four-wing hyperchaotic, two-wing chaotic, single-wing coexisting attractors and periodic orbits are observed and chaos synchronization error curves are also drawn by varying system parameter c. Numerical simulations are implemented to verify the results of these investigations. 展开更多
关键词 HYPERCHAOS chaos synchronization coupling control simplified Lorenz system
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