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A Novel Class of Phase Space Representations for the Exact Population Dynamics of Two-State Quantum Systems and the Relation to Triangle Window Functions
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作者 Xiangsong Cheng Xin He Jian Liu 《Chinese Journal of Chemical Physics》 SCIE EI CAS CSCD 2024年第2期230-254,I0102,共26页
Isomorphism of the two-state system is heuristic in understanding the dynamical or statistical behavior of the simplest yet most quantum system that has no classical counterpart.We use the constraint phase space devel... Isomorphism of the two-state system is heuristic in understanding the dynamical or statistical behavior of the simplest yet most quantum system that has no classical counterpart.We use the constraint phase space developed in J.Chem.Phys.145,204105(2016);151,024105(2019);J.Phys.Chem.Lett.12,2496(2021),non-covariant phase space functions,time-dependent weight functions,and time-dependent normalization factors to construct a novel class of phase space representations of the exact population dynamics of the two-state quantum system.The equations of motion of the trajectory on constraint phase space are isomorphic to the time-dependent Schrödinger equation.The contribution of each trajectory to the integral expression for the population dynamics is always positive semi-definite.We also prove that the triangle window function approach,albeit proposed as a heuristic empirical model in J.Chem.Phys.145,144108(2016),is related to a special case of the novel class and leads to an isomorphic representation of the exact population dynamics of the two-state quantum system. 展开更多
关键词 Phase space formulation of quantum mechanics two-state system Window functions Constraint phase space Finite-state quantum system Abel equation Population dynamics Time correlation functions Symmetrical quasi-classical Nonadiabatic dynamics
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Two-state energy model and experimental study of coal adsorb methane 被引量:2
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作者 Zeng-Chao FENG Dong ZHAO Zhi-Xiang LIU Yan-Qi WANG Hong-Qiang GOU 《Journal of Coal Science & Engineering(China)》 2013年第4期488-492,共5页
There are two states of methane existing in coal, free methane and adsorptive methane. The two states of methane exchanged with each other which need the energy exchange with outside. It is released heat when methane ... There are two states of methane existing in coal, free methane and adsorptive methane. The two states of methane exchanged with each other which need the energy exchange with outside. It is released heat when methane adsorption on coal, instead of absorbed heat. According to the gas molecules Boltzmann energy distribution, is obtained the equilibrium equations of the two states of methane in coal, as well as the heat of adsorption equation when exchanged into each other. At the same time, high temperature experiments of methane adsorption on coal have been certificated to the theoretical model. At last the experimental results presented that: the two-state energy model could be accurately described the distribution of the two states of methane in the coal; the adsorption heat is related to the initial equilibrium state of methane adsorption; the adsorption heats are different with different coal ranks. 展开更多
关键词 two-state energy model adsorption heat chemical potential experimental study
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Effective Two-State Model and NOON States for Double-Well Bose-Einstein Condensates in Strong-Interaction Regime 被引量:1
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作者 YANG Xiao-Xue WU Ying 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第8期244-246,共3页
The model of double-well Bose-Einstein condensates in the strong-interaction regime is shown to reduce adiabatically to an effective two-state model describing the Rabi oscillations between the two atomic Fock states ... The model of double-well Bose-Einstein condensates in the strong-interaction regime is shown to reduce adiabatically to an effective two-state model describing the Rabi oscillations between the two atomic Fock states |N, 0〉 and [0, N〉, and the NOON states of arbitrary ultracold atoms can therefore be generated periodically from the initial state of either one of the Foek states. 展开更多
关键词 double-well Bose-Einstein condensates effective two-state model NOON states
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Large Signal Modulation Characteristics in the Transition Regime for Two-State Lasing Quantum Dot Lasers
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作者 吕尊仁 季海铭 +4 位作者 杨晓光 罗帅 高凤 许锋 杨涛 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第12期63-67,共5页
Large-signal modulation capability, as an important performance indicator, is directly related to the high-speed optical communication technology involved. We experimentally and theoretically investigate the large-sig... Large-signal modulation capability, as an important performance indicator, is directly related to the high-speed optical communication technology involved. We experimentally and theoretically investigate the large-signal modulation characteristics of the simultaneous ground-state (GS) and the excited-state (ES) lasing in InAs/OaAs quantum dot laser diodes. The large-signal modulation capability of total light intensity in the transition regime from OS lasing to two-state lasing is unchanged as the bias-current increases. However, GS and ES large-signal eye diagrams show obvious variations during the transition. Relaxation oscillations and large-signal eye diagrams for OS, ES, and total light intensities are numerically simulated and analyzed in detail by using a rate-equation model. The -ndings show that a complementary relationship between the light intensities for OS and ES lasing exists in both the transition regime and the two-state lasing regime, leading to a much smaller overshooting power and a shorter settling time for the total light intensity. Therefore, the eye diagrams of GS or ES lasing are diffuse whereas those of total light intensity are constant as the bias-current increases in the transition regime. 展开更多
关键词 GS for Large Signal Modulation Characteristics in the Transition Regime for two-state Lasing Quantum Dot Lasers ES of in
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A Deep Two-State Gated Recurrent Unit for Particulate Matter (PM_(2.5)) Concentration Forecasting
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作者 Muhammad Zulqarnain Rozaida Ghazali +3 位作者 Habib Shah Lokman Hakim Ismail Abdullah Alsheddy Maqsood Mahmud 《Computers, Materials & Continua》 SCIE EI 2022年第5期3051-3068,共18页
Air pollution is a significant problem in modern societies since it has a serious impact on human health and the environment.Particulate Matter(PM_(2.5))is a type of air pollution that contains of interrupted elements... Air pollution is a significant problem in modern societies since it has a serious impact on human health and the environment.Particulate Matter(PM_(2.5))is a type of air pollution that contains of interrupted elements with a diameter less than or equal to 2.5 m.For risk assessment and epidemiological investigations,a better knowledge of the spatiotemporal variation of PM_(2.5) concentration in a constant space-time area is essential.Conventional spatiotemporal interpolation approaches commonly relying on robust presumption by limiting interpolation algorithms to those with explicit and basic mathematical expression,ignoring a plethora of hidden but crucial manipulating aspects.Many advanced deep learning approaches have been proposed to forecast Particulate Matter(PM_(2.5)).Recurrent neural network(RNN)is one of the popular deep learning architectures which is widely employed in PM_(2.5) concentration forecasting.In this research,we proposed a Two-State Gated Recurrent Unit(TS-GRU)for monitoring and estimating the PM_(2.5) concentration forecasting system.The proposed algorithm is capable of considering both spatial and temporal hidden affecting elements spontaneously.We tested our model using data from daily PM_(2.5) dimensions taken in the contactual southeast area of the United States in 2009.In the studies,three evaluation matrices were utilized to compare the overall performance of each algorithm:Mean Absolute Error(MAE),Root Mean Square Error(RMSE),and Mean Absolute Percentage Error(MAPE).The experimental results revealed that our proposed TS-GRU model outperformed compared to the other deep learning approaches in terms of forecasting performance. 展开更多
关键词 Deep learning PM_(2.5)forecasting air pollution two-state GRU
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Einstein Dilemma and Two-State Vector Formalism
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作者 Kunihisa Morita 《Journal of Quantum Information Science》 2015年第2期41-46,共6页
In the famous EPR paper published in 1935, Einstein, Podolsky, and Rosen suggested a thought experiment, which later became known as the “EPR experiment”. Using the EPR experiment, they posited that quantum mechanic... In the famous EPR paper published in 1935, Einstein, Podolsky, and Rosen suggested a thought experiment, which later became known as the “EPR experiment”. Using the EPR experiment, they posited that quantum mechanics was incomplete. Einstein, however, was dissatisfied with the EPR paper and published a second work on the EPR experiment, in which he discussed the dilemma of choosing whether quantum mechanics was incomplete or nonlocal. Currently, most physicists choose the nonlocality of quantum mechanics over Einstein’s choice of the incompleteness of quantum mechanics. However, with an appropriate alternate hypothesis, both of these choices can be rejected. Herein, I demonstrate an approach to overcome the Einstein Dilemma by proposing a new interpretation invoked by a new formalism of quantum mechanics known as two-state vector formalism. 展开更多
关键词 two-state Vector FORMALISM EINSTEIN DILEMMA COMPLETENESS LOCALITY
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Measurement Problem and Two-State Vector Formalism
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作者 Kunihisa Morita 《Journal of Modern Physics》 2015年第13期1864-1867,共4页
In this paper, I show that an interpretation of quantum mechanics using two-state vector formalism proposed by Aharonov, Bergmann, and Lebowitz, can solve one of the measurement problems formulated by Maudlin. Accordi... In this paper, I show that an interpretation of quantum mechanics using two-state vector formalism proposed by Aharonov, Bergmann, and Lebowitz, can solve one of the measurement problems formulated by Maudlin. According to this interpretation, we can simultaneously insist that the wave function of a system is complete, that the wave function is determined by the Schr?dinger equation, and that the measurement of a physical quantity always has determinate outcomes, although Maudlin in his formulation of the measurement problem states that these three claims are mutually inconsistent. Further, I show that my interpretation does not contradict the uncertainty relation and the no-go theorem. 展开更多
关键词 two-state VECTOR FORMALISM Measurement Problem No-Go THEOREM
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Transfer Matrix Approach for Two-State Scattering Problem with Arbitrary Coupling
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作者 Diwaker Aniruddha Chakraborty 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第7期5-8,共4页
The present work deals with the calculation of transition probability between two diabatic potentials coupled by any arbitrary coupling. The method presented in this work is applicable to any type of coupling while fo... The present work deals with the calculation of transition probability between two diabatic potentials coupled by any arbitrary coupling. The method presented in this work is applicable to any type of coupling while for numerical calculations we have assumed the arbitrary coupling as Gaussian coupling. This arbitrary coupling is expressed as a collection of Dirac delta functions and by the use of the transfer matrix technique the transition probability from one diabatic potential to another diabatic potential is calculated. We examine our approach by considering the case of two constant potentials coupled by Gaussian coupling as an arbitrary coupling. 展开更多
关键词 Transfer Matrix Approach for two-state Scattering Problem with Arbitrary Coupling
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Theoretical Investigation for Two-state Reactivity of CO_2 Hydrogenation Catalyzed by Ru in Gas Phase
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作者 王永成 贾义明 +1 位作者 王文雪 马盼盼 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2016年第12期1819-1828,共10页
Gas-phase CO_2 catalyzed activation hydrogenation by Ru atoms was studied with density functional theory. Based on the structure optimization of different potential energy surfaces,there are two crossing points betwee... Gas-phase CO_2 catalyzed activation hydrogenation by Ru atoms was studied with density functional theory. Based on the structure optimization of different potential energy surfaces,there are two crossing points between singlet and triplet potential energy surfaces and there is a crossing point between quintet and triplet potential energy surfaces in the whole catalytic cycle. Spin transition probabilities in the vicinity of the intersections have been calculated by the Landau-Zener model theory. There are three minimum energy crossing points(MECPs) with strong spin-orbital coupling effect and higher spin transition probability,and all spin inversion occurred in s orbital and different d orbitals of ruthenium,indicating this is a typical two-state reactivity(TSR) reaction. Finally,the lowest energy reaction path is ensured. 展开更多
关键词 two-state reactivity(TSR) carbon dioxide hydrogenation minimum energy crossing point(MECP) transition metal catalyzed intersystem crossing(ISC)
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Low-order harmonic generation of hydrogen molecular ion in laser field studied by the two-state model 被引量:1
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作者 Ling-Ling Du Guo-Li Wang +1 位作者 Peng-Cheng Li Xiao-Xin Zhou 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第11期459-465,共7页
The low-order harmonic generation of hydrogen molecular ion interacting with a linearly polarized laser field has been investigated theoretically by using a simple two-state model. The validity of the two-state model ... The low-order harmonic generation of hydrogen molecular ion interacting with a linearly polarized laser field has been investigated theoretically by using a simple two-state model. The validity of the two-state model is carefully examined by comparing the harmonic spectra of hydrogen molecular ion obtained from this model with those from the three-dimensional time-dependent Schr¨odinger equation. When combined with the Morlet transform of quantum time-frequency spectrum,the two-state model can be used to study the dynamical origin of the low-order harmonic generation of hydrogen molecular ion driven by low-frequency pulses. In addition, some interesting structures of the time profiles for low order harmonics are obtained. 展开更多
关键词 low order harmonic generation hydrogen molecule ion two state model
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Theoretical study of spin-orbit coupling and intersystem crossing in the two-state reaction between Nb(NH_2)_3 and N_2O 被引量:1
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作者 LV LingLing WANG XiaoFang +2 位作者 ZHU YuanCheng LIU XinWen WANG-YongCheng 《Science China Chemistry》 SCIE EI CAS 2012年第1期158-166,共9页
The two-state mechanism of the reaction of Nb(NH2)3 with N2O on the singlet and triplet potential energy surfaces has been investigated at the B3LYP level.Crossing points between the potential energy surfaces have bee... The two-state mechanism of the reaction of Nb(NH2)3 with N2O on the singlet and triplet potential energy surfaces has been investigated at the B3LYP level.Crossing points between the potential energy surfaces have been located using different methods.Analysis of the strain model shows that the singlet state of the four-coordinate(N2O)Nb(NH2)3 complex with N2O bonded via terminal N atom coordination(12) is more stable in the initial stage of reaction,since the bending of the N2O fragment [Edef(N2O) = 86.1 kcal mol-1] results in an energy splitting of the doubly degenerate LUMO;the low-energy LUMO can now strongly couple with the occupied Nb-localized d orbitals,forming a back-bond and transferring charge(q = 0.82 e) from Nb(NH2)3 to the N2O ligand.Going from 32 to 12,the reacting system changes spin multiplicity near the MECP(minimal energy crossing point) region,which takes place with a spin crossing barrier of 9.6-10.0 kcal mol-1.Analysis of spin-orbit coupling(SOC) indicates that MECP will produce a significant SOC matrix element.The value of SOC is 111.52 cm-1,due to the electron shift between two perpendicular φ orbitals with the same rotation direction,and the magnitude of the spin-multi-plicity mixing increases in the small energy gap between high-and low-spin states,greatly enhancing the probability of intersystem crossing.The probabilities of single(P1 ISC) and double(P2 ISC) passes estimated at MECP(SOC = 111.52 cm-1) are approximately 1.17×10-2 and 2.32×10-2,respectively. 展开更多
关键词 two-state reaction mechanism spin-orbit coupling(SOC) transition probability
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Theoretical study of spin-orbit coupling and zero-field splitting in the spin-forbidden two-state reaction between cobaltacyclopentadiene and isocyanate
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作者 Lingling L Xiaofang Wang +3 位作者 Yuancheng Zhu Xinwen Liu Kun Yuan Yongcheng Wang 《Chinese Science Bulletin》 SCIE EI CAS 2014年第3期286-296,共11页
The two-state reaction mechanism of CpCo(C_4H_4)with isocyanate on the triplet and singlet potential energy surfaces has been investigated at the B3LYP level.A study is described for the computation of spin-orbit coup... The two-state reaction mechanism of CpCo(C_4H_4)with isocyanate on the triplet and singlet potential energy surfaces has been investigated at the B3LYP level.A study is described for the computation of spin-orbit coupling of triplet state of the minimal energy crossing point(CP)with their singlet states and of the zerofield splitting(ZFS)parameters of the triplet states,including the full one-and two-electron terms of the BreitPauli Hamiltonian.There are two key crossing points along this two-state reaction pathway.The first crossing point—CP2 exists near^1B.The reacting system will change its spin multiplicity from the triplet state to the singlet state near this crossing region.Although the spin-orbit coupling interaction and ZFS D-tensor of the CP2 region are very strong,the reaction system will occur the reverse intersystem crossing from T_1 to S_0.Therefore,its spin-flip efficiency may be lower.The second crossing point,CP3will again change its spin multiplicity from the singlet state to the triplet state in the Co-Cr bond activation pathway,leading to a decrease in the barrier height of^1TS(CF)from19.5 to 9.5 kcal/mol(1cal=4.182 J),and the efficiency of intersystem crossing from S_0 to T_1 is high because the larger spin-orbit coupling(SOC)matrix elements will result in the overpopulations of the three sublevels of T_1(3.30×10^(-1),3.32×10^(-1),and 3.38×10^(-1),respectively). 展开更多
关键词 轨道耦合 异氰酸酯 零场分裂 反应机理 自旋 B3LYP 三重态 交叉点
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山区双车道公路弯道路段小客车跟驰状态转移预测
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作者 覃文文 白碧璇 +3 位作者 韩春阳 戢晓峰 谷金晶 田毕江 《交通运输系统工程与信息》 北大核心 2025年第1期92-101,共10页
跟驰状态反映车辆间的跟随风险程度,为预测山区双车道公路弯道路段车辆跟驰状态变化路径,本文利用无人机拍摄视频数据,构建基于高阶马尔可夫链的弯道路段小客车跟驰状态转移预测模型。首先,从视频数据中提取跟驰车辆轨迹特征,采用因子... 跟驰状态反映车辆间的跟随风险程度,为预测山区双车道公路弯道路段车辆跟驰状态变化路径,本文利用无人机拍摄视频数据,构建基于高阶马尔可夫链的弯道路段小客车跟驰状态转移预测模型。首先,从视频数据中提取跟驰车辆轨迹特征,采用因子分析法提炼表征跟驰状态的公因子特征;其次,利用K-Means++算法对公因子特征进行聚类,将小客车跟驰状态分为强跟驰、弱跟驰和强弱过渡区间这3种状态;最后,引入高阶马尔可夫链模型预测山区双车道公路小客车跟驰状态转移。结果表明:强跟驰和弱跟驰状态的转移存在状态转移的过渡区间,强跟驰时,前导车对跟驰车有较强的制约性,跟驰车辆速度随前导车变化而发生延迟性变化,随着跟驰状态由强转弱,制约性会逐渐降低;七阶马尔可夫链模型对小客车跟驰状态转移预测的准确率高达97.6%以上;3种跟驰状态的自转移概率分别为97.57%、98.90%和96.74%,状态之间的转移方面,强跟驰与弱跟驰直接转移概率较低,过渡区间在转移模式中占有重要地位。本文提出的方法在预测小客车跟驰状态转移时具有优越性能,研究结果可为研发前车碰撞主动安全预警系统提供方法基础。 展开更多
关键词 交通工程 转移预测 高阶马尔可夫链 跟驰状态 山区双车道公路
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文明互鉴论视野中的老舍及其文化价值选择的两端性
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作者 耿传明 王艺璇 《求是学刊》 北大核心 2025年第2期153-168,共16页
老舍的文化价值选择突出表现为在传统与现代、东方与西方之间的斟酌与磨合:他一方面从动机和目标上认同五四,但又不满于五四启蒙者居高临下的精英主义;他钦羡将个人完全依附于国家的近代西方人的国家崇拜,但也深知其偏狭和不足;他以深... 老舍的文化价值选择突出表现为在传统与现代、东方与西方之间的斟酌与磨合:他一方面从动机和目标上认同五四,但又不满于五四启蒙者居高临下的精英主义;他钦羡将个人完全依附于国家的近代西方人的国家崇拜,但也深知其偏狭和不足;他以深厚的市民生活经验和与生俱来的幽默感见长,但他同时又是中国市民生活自觉的批判者和严峻的审视者。他对固有传统充满温情和眷恋,但又深知其所爱者恰恰可能成为中国人通往现代生存的最大阻碍;他的国民性批判具有鲜明的理性主义的现代性诉求,但其个人的灵魂深处仍基本表现为一种温良恭俭、行己有耻的传统底色。老舍的文化价值选择具有超越时代信条的自主性和切己性,他对现代文化的探索为我们走出文明一元论的、非此即彼的、二元对立的文明观提供了范例,为我们认识现代中国人徘徊于中西古今之间的深邃而又复杂的两端性考量提供了见证。 展开更多
关键词 老舍 国家本位启蒙 两端性 文明互鉴论 温和与刚毅
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良法善治的学理意蕴与当代实践研究
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作者 李人达 王伟 《南海法学》 2025年第2期94-100,共7页
法治即良法善治,作为法治核心原则的“法定职责必须为、法无授权不可为”,本质上与马克思主义权力观所概括的“权为民所赋,权为民所用”异曲同工,探其来源,该原则主要衍生自《政府论》等经典著作所反映的社会契约理论。法治可发挥重要... 法治即良法善治,作为法治核心原则的“法定职责必须为、法无授权不可为”,本质上与马克思主义权力观所概括的“权为民所赋,权为民所用”异曲同工,探其来源,该原则主要衍生自《政府论》等经典著作所反映的社会契约理论。法治可发挥重要效用。从人类历史进程来看,依靠法治可以跨越这样那样的“陷阱”,于国家于民族而言意义非凡;从政府工作人员自身角度来看,践行法治可以有效防范、化解因心理失衡引发的问题。铺就中国式现代化道路,需在习近平法治思想指引下,不断深化法治领域改革:依宪立法,加快完善以宪法为核心的中国特色社会主义法律体系;健全权力运行制约和监督机制,把权力关进制度的笼子里;完善推进法治社会建设机制;加强涉外法治建设。 展开更多
关键词 习近平法治思想 良法 善治 马克思主义权力观 《政府论》
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国有银行资本补充举措的宏观经济学意义——基于“双支柱”调控框架内在一致性的分析
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作者 杨光 李铭乐 《新经济》 2025年第8期81-99,共19页
从宏观经济学视角看,国有银行资本补充是宏观调控工具箱中的一项重要创新,其核心意义在于,在货币政策与宏观审慎政策双支柱(以下简称“双支柱”)调控框架下,有效缓解这两类政策之间的内在张力,增强政策调控的一致性。一方面,资本补充提... 从宏观经济学视角看,国有银行资本补充是宏观调控工具箱中的一项重要创新,其核心意义在于,在货币政策与宏观审慎政策双支柱(以下简称“双支柱”)调控框架下,有效缓解这两类政策之间的内在张力,增强政策调控的一致性。一方面,资本补充提升银行信贷扩张能力与风险承受能力,畅通了金融流动性向实体经济的传导机制,服务了经济增长目标;另一方面,通过提升资本充足率,强化金融体系稳健性,满足宏观审慎监管要求。在经济下行周期中,传统双支柱政策常因功能错配而缺乏协调,影响政策效能,而国有银行资本补充举措通过财政手段承担新增风险,在不削弱金融稳健性的前提下增强金融流动性供给,从而实现经济金融在“流动性”与“稳健性”之间的平衡。这一机制不仅提升双支柱调控框架的内在一致性,也集中体现了中国在应对系统性风险和强化政策协同中的体制优势。 展开更多
关键词 国有银行资本补充 “双支柱”调控框架 宏观治理体系 资本充足率
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国医大师张震关于中医证候的“两态三三构型”规律临床运用体会
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作者 苏有琼 田原 +3 位作者 田春洪 朱建平 林德潮 丁凌 《上海医药》 2025年第2期39-41,共3页
国医大师张震研究员首创性地提出了中医证候的“两态三三构型”规律理论。本文简要介绍“两态三三构型”规律理论,并以临床案例分析的形式具体分析讨论。
关键词 国医大师张震 中医证候 “两态三三构型”规律 临床运用
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弹性伺服系统高性能位置控制器设计及增益边界分析
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作者 牛泽农 黄文新 +1 位作者 卜飞飞 赵亚俊 《电工技术学报》 北大核心 2025年第16期5234-5246,共13页
针对弹性伺服系统带宽受反谐振频率限制问题,提出了两种基于状态反馈的位置控制器设计方法。含积分的状态反馈控制采用零极点对消法降低了闭环系统的阶数,频域上最优速度前馈设计提高了动态性能。无积分的状态反馈控制取消了速度环积分... 针对弹性伺服系统带宽受反谐振频率限制问题,提出了两种基于状态反馈的位置控制器设计方法。含积分的状态反馈控制采用零极点对消法降低了闭环系统的阶数,频域上最优速度前馈设计提高了动态性能。无积分的状态反馈控制取消了速度环积分部分,用观测扰动补偿输出转矩,消除稳态误差。采用最大峰值灵敏度理论分析可得,取消速度环积分的设计有更大的增益边界,且所得极限增益为实际应用中带宽选择提供了合理的指导。在同步带轮伺服系统上验证了所提方法的有效性,实验表明,所提状态反馈位置控制具有良好的动态响应和较宽的增益选择范围。 展开更多
关键词 伺服控制 双惯量系统 状态反馈控制 增益边界
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采用多方向蛇形卷积和视觉残差Mamba的两阶段冠状动脉分割
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作者 刘建明 唐煜城 《中国图象图形学报》 北大核心 2025年第10期3242-3254,共13页
目的基于计算机断层扫描血管造影(computed tomography angiography,CTA)图像的冠状动脉分割具有重要的临床应用价值。冠状动脉具有多分支和细分支的管状结构特点,同时面临前景与背景类别严重不平衡的问题。传统基于卷积神经网络(convol... 目的基于计算机断层扫描血管造影(computed tomography angiography,CTA)图像的冠状动脉分割具有重要的临床应用价值。冠状动脉具有多分支和细分支的管状结构特点,同时面临前景与背景类别严重不平衡的问题。传统基于卷积神经网络(convolutional neural network,CNN)的冠状动脉分割网络难以建模血管间的长依赖关系,而基于视觉转换器(vision Transformer,ViT)的模型由于复杂度过高,在资源有限的现实环境中难以部署。最新研究表明,以Mamba为代表的状态空间模型(state space model)能够在保持线性复杂度的情况下有效建模长依赖关系。方法提出一种采用多方向蛇形卷积和视觉残差Mamba的两阶段冠状动脉分割方法——MDSVM-UNet++。采用传统的编码—解码架构:在编码阶段,为了准确捕捉血管细长而曲折的管状结构特征,提出新的多方向蛇形卷积模块,从矢状面、冠状面、水平面3个视角进行多视角融合学习,使模型能够更全面地自适应专注于冠状动脉细长局部结构;在解码阶段,为了建模血管切片间的长依赖关系同时保持线性复杂度,设计基于残差视觉Mamba的上采样解码器块,解码器块首先使用加法运算执行特征融合,随后将结果输入到残差视觉Mamba层中进行长依赖关系建模,最后通过三线性插值操作对特征图进行上采样。为了更准确地分割细分支血管,进一步提出两阶段分割模型:在第1阶段,采用MDSVM-UNet++对整幅CT图像进行直接分割,结果用于指导原图像的分块;随后,将分块后的数据重新输入MDSVM-UNet++进行第2阶段分割,最终合并所有分块的分割结果。在保证分割结果连续性的情况下,进一步减少了分割结果中的假阳性点,同时提高冠脉的连续性和平滑度。结果实验结果表明,提出的两阶段MDSVM-UNet++方法在IMAGECAS数据集上的Dice相似系数、豪斯多夫距离和平均豪斯多夫距离分别优于基准网络ImageCAS 5.41%、8.5456和0.8093。结论本文提出一种采用多方向蛇形卷积和视觉残差Mamba的两阶段冠状动脉分割方法:提出的多方向蛇形卷积可以更全面更准确地捕捉血管结构特征;设计的基于残差视觉Mamba的解码器模块,在线性复杂度下实现了血管切片间的长依赖关系的建模,最终实现低资源环境下更准确的冠状动脉分割。 展开更多
关键词 计算机断层扫描血管造影(CTA) 冠状动脉分割 两阶段分割方法 动态蛇形卷积 状态空间模型(SSM)
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基于平急双态-二维云模型的高原高寒地区地震应急协同能力评价
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作者 何欣宇 郭海湘 +3 位作者 刘雅凝 石咏 王墩 窦杰 《安全与环境工程》 北大核心 2025年第2期76-88,共13页
在高原高寒地区,地震活动频繁且破坏性强,提升区域内地震应急协同能力是增强灾害响应与应急能力的关键环节。因此,需要有效、准确、科学地评价各时段各状态下各行业、各部门的应急协同能力。首先,基于文献资料和实地调研,从应急组织、... 在高原高寒地区,地震活动频繁且破坏性强,提升区域内地震应急协同能力是增强灾害响应与应急能力的关键环节。因此,需要有效、准确、科学地评价各时段各状态下各行业、各部门的应急协同能力。首先,基于文献资料和实地调研,从应急组织、指挥决策、生命救援、事故处置和应急保障5个维度构建了高原高寒地区地震应急协同能力评价指标体系;然后,构建了基于平急双态-二维云模型的高原高寒地区地震应急协同能力评价模型;最后,以2025年西藏日喀则市定日县6.8级地震为例,采用熵权法计算各指标权重,运用二维云判定平时和急时各指标云和标准云的贴近度及综合评价等级,揭示现有地震应急协同的不足与短板,并提出相应的改进思路和政策建议,为提升高原高寒地区平时和急时地震应急协同能力提供科学支撑。结果表明:西藏定日县地震应急协同能力平时状态等级为“良”,急时状态等级为“优”,平急双态等级为“优”;在此次地震应急响应中,指挥决策的高效协同表现最好,但在协同联动机制、信息数据共享平台、应急预案协同、高原病紧急救治、专业救援队伍协同等方面的协同能力仍存在明显不足,亟待提升和改进。 展开更多
关键词 高原高寒地区 地震 应急协同能力 平急双态 二维云模型
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