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基于格拉姆角场和PCNN-GRU的换相失败诊断方法 被引量:1
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作者 陈仕龙 俸春雨 +3 位作者 牛元有 彭程 毕贵红 赵四洪 《电力科学与工程》 2025年第1期13-22,共10页
高压直流输电作为一种高效的电力传输技术,其运行中的换相失败会导致直流电流迅速增加、直流电压急剧下降,对电网的安全稳定运行造成重大影响。针对换相失败,提出一种结合格拉姆角场(Gramian angular field,GAF)与并行卷积神经网络–门... 高压直流输电作为一种高效的电力传输技术,其运行中的换相失败会导致直流电流迅速增加、直流电压急剧下降,对电网的安全稳定运行造成重大影响。针对换相失败,提出一种结合格拉姆角场(Gramian angular field,GAF)与并行卷积神经网络–门控循环单元(Parallel convolutional neural network-gated recurrent unit,PCNN-GRU)的换相失败诊断方法。利用GAF将一维时间序列信号转换为二维图像特征图,保留信号的时序信息。再利用PCNN-GRU模型的卷积神经网络的特征提取能力和门控循环单元的时序特征处理能力,使模型学习更多的故障特征,提高模型的诊断性能。以永富直流输电系统为对象,实验结果表明该方法诊断精度为99.33%,有较强的多特征提取能力和时序特性分析能力,诊断性能强,响应及识别换相失败快速。 展开更多
关键词 高压直流输电 换相失败 格拉姆角场 pcnn-GRU 故障诊断 深度学习
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基于pulsed-dc-ESI-MS现场快速检测唾液中的4种苯丙胺类物质 被引量:1
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作者 时巧翠 陈升俊 +2 位作者 傅佳宇 姚森 谢伟宏 《中国法医学杂志》 2025年第1期70-74,共5页
目的建立了利用脉冲直流电喷雾电离质谱(pulsed-dc-ESI-MS)快速测定唾液中4种苯丙胺类物质的检测方法。方法唾液样品经NaOH调节pH值,再用无水硫酸镁沉淀蛋白及乙酸乙酯萃取后取上清液进行pulseddc-ESI-MS分析。结果唾液中4种苯丙胺类物... 目的建立了利用脉冲直流电喷雾电离质谱(pulsed-dc-ESI-MS)快速测定唾液中4种苯丙胺类物质的检测方法。方法唾液样品经NaOH调节pH值,再用无水硫酸镁沉淀蛋白及乙酸乙酯萃取后取上清液进行pulseddc-ESI-MS分析。结果唾液中4种苯丙胺类物质的检出限在0.01~0.5 ng/mL,定量限在1.0~5.0 ng/mL。相关系数(R^(2))均为0.999或更高,方法的回收率均在97.21%~104.70%之间。相对标准偏差RSD均在10%以内。结论便携式质谱仪体积小巧、操作简单、耗时短、溶剂用量少,灵敏度高、稳定性强,能有效检测唾液中的4种苯丙胺类物质,可满足唾液中4种苯丙胺类物质现场检测的分析需求。 展开更多
关键词 法医毒物分析 唾液 脉冲直流电喷雾质谱 现场快速检测 苯丙胺类物质
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Pulsed electric current treatment: from regulating non-metallic inclusions to inhibiting submerged entry nozzle clogging 被引量:1
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作者 Wen-wen Yu Jin-gang Qi Heng Cui 《Journal of Iron and Steel Research International》 2025年第4期833-848,共16页
Non-metallic inclusions in steel are a significant challenge,affecting material properties and leading to issues such as stress concentration,cracking,and accelerated corrosion.Current methods for removing inclusions,... Non-metallic inclusions in steel are a significant challenge,affecting material properties and leading to issues such as stress concentration,cracking,and accelerated corrosion.Current methods for removing inclusions,including bubble,electromagnetic stirring,filtration separation,fluid flow,and sedimentation,often struggle with the removal of fine inclusions.Apart from these known methods,pulsed electric current(PEC),as an emerging technology,has demonstrated immense potential and environmental advantages.PEC offers adjustable current parameters and simple equipment,making it an attractive alternative to traditional methods.Its green energy-saving features and excellent results in regulating inclusion morphology and migration,as well as inhibiting submerged entry nozzle(SEN)clogging,make it a promising technology.In comparison to continuous current technology,PEC has shown significant advantages in regulating inclusions,not only improving purification efficiency but also demonstrating outstanding performance in flow stability and energy consumption.The ability of PEC to efficiently reduce inclusion numbers enhances the purity and quality of molten steel,improving its mechanical properties.Currently,the theoretical basis for controlling the movement of inclusions by current is mainly composed of three major theories:the double electric layer theory,electromagnetic force reverse separation theory,and electric free energy drive theory.These theories together form an important framework for researchers to understand and optimize the behavior of impurity movement controlled by electric current.Looking ahead,PEC is expected to pave the way for new solutions in directional regulation of inclusion migration,efficient inclusion removal,SEN clogging prevention,and the purification of molten steel. 展开更多
关键词 pulsed electric current Non-metallic inclusion REGULATION Submerged entry nozzle CLOGGING
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Pulsed dynamic electrolysis enhanced PEMWE hydrogen production:Revealing the effects of pulsed electric fields on protons mass transport and hydrogen bubble escape 被引量:1
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作者 Xuewei Zhang Wei Zhou +13 位作者 Yuming Huang Liang Xie Tonghui Li Huimin Kang Lijie Wang Yang Yu Yani Ding Junfeng Li Jiaxiang Chen Miaoting Sun Shuo Cheng Xiaoxiao Meng Jihui Gao Guangbo Zhao 《Journal of Energy Chemistry》 2025年第1期201-214,共14页
The transition of hydrogen sourcing from carbon-intensive to water-based methodologies is underway,with renewable energy-powered proton exchange membrane water electrolysis(PEMWE)emerging as the preeminent pathway for... The transition of hydrogen sourcing from carbon-intensive to water-based methodologies is underway,with renewable energy-powered proton exchange membrane water electrolysis(PEMWE)emerging as the preeminent pathway for hydrogen production.Despite remarkable advancements in this field,confronting the sluggish electrochemical kinetics and inherent high-energy consumption arising from deteriorated mass transport within PEMWE systems remains a formidable obstacle.This impediment stems primarily from the hindered protons mass transfer and the untimely hydrogen bubbles detachment.To address these challenges,we harness the inherent variability of electrical energy and introduce an innovative pulsed dynamic water electrolysis system.Compared to constant voltage electrolysis(hydrogen production rate:51.6 m L h^(-1),energy consumption:5.37 kWh Nm-^(3)H_(2)),this strategy(hydrogen production rate:66 m L h^(-1),energy consumption:3.83 kWh Nm-^(3)H_(2))increases the hydrogen production rate by approximately 27%and reduces the energy consumption by about 28%.Furthermore,we demonstrate the practicality of this system by integrating it with an off-grid photovoltaic(PV)system designed for outdoor operation,successfully driving a hydrogen production current of up to 500 mA under an average voltage of approximately 2 V.The combined results of in-situ characterization and finite element analysis reveal the performance enhancement mechanism:pulsed dynamic electrolysis(PDE)dramatically accelerates the enrichment of protons at the electrode/solution interface and facilitates the release of bubbles on the electrode surface.As such,PDE-enhanced PEMWE represents a synergistic advancement,concurrently enhancing both the hydrogen generation reaction and associated transport processes.This promising technology not only redefines the landscape of electrolysis-based hydrogen production but also holds immense potential for broadening its application across a diverse spectrum of electrocatalytic endeavors. 展开更多
关键词 Water electrolysis Hydrogen production pulsed dynamic electrolysis Proton exchange membrane water electrolysis Mass transport
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基于PCNN和互信息的医学图像配准方法及系统设计
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作者 王观英 《现代信息科技》 2025年第14期128-132,共5页
首先研究了基于脉冲耦合神经网络模型(Pulse Coupled Neural Networks,PCNN)的粗配准方法;接着介绍了基于互信息(Mutual Information,MI)的图像配准方法;然后综合两者的优点,提出一种基于PCNN和互信息的由粗到细两步式医学图像配准方法... 首先研究了基于脉冲耦合神经网络模型(Pulse Coupled Neural Networks,PCNN)的粗配准方法;接着介绍了基于互信息(Mutual Information,MI)的图像配准方法;然后综合两者的优点,提出一种基于PCNN和互信息的由粗到细两步式医学图像配准方法。该方法利用PCNN的点火特性进行粗略配准以获取初始配准参数,再采用互信息优化配准结果,实现高精度图像匹配。最后,基于此方法设计开发了一个医学图像配准原型系统,并通过实验验证其性能。实验结果表明,该方法在配准精度和稳定性方面均优于传统方法,为医学图像配准提供了一种新的高效解决方案。 展开更多
关键词 pcnn 互信息 医学图像 配准
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基于PCNN和生成对抗网络的视网膜血管分割方法
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作者 罗耀 《自动化技术与应用》 2025年第1期158-162,共5页
视网膜血管分割能为高血压、糖尿病以及青光眼等眼科疾病的确诊和治疗提供支持。利用计算机辅助技术的视网膜血管分割相比人工诊断更容易减少漏诊和误诊的机会。为提高视网膜血管分割准确率,提出基于PCNN和生成对抗网络的视网膜分割的... 视网膜血管分割能为高血压、糖尿病以及青光眼等眼科疾病的确诊和治疗提供支持。利用计算机辅助技术的视网膜血管分割相比人工诊断更容易减少漏诊和误诊的机会。为提高视网膜血管分割准确率,提出基于PCNN和生成对抗网络的视网膜分割的方法。将PCNN和生成对抗网络相结合,将生成对抗网络中的判别器嵌入PCNN为主体的循环结构中。生成对抗网络的博弈竞争机制赋予判别器不断自我升级的动力和活力,而不断改进的判别器为PCNN提供了分割的标准。最后对提出的方法进行定性和定量的分析,实验结果表明其在视网膜血管分割方面具有比较好的表现。 展开更多
关键词 血管分割 图像处理 pcnn 生成对抗网络
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Generation and dynamics of special mode-locked pulses in an ultrafast Er-doped fiber laser with SMF-GIMF-SMF saturable absorber 被引量:1
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作者 LIN Yingjie ZENG Qiong +3 位作者 JI Yubo SONG Yufeng WANG Ke WANG Zhenhong 《Optoelectronics Letters》 2025年第5期265-270,共6页
In this paper, we have demonstrated an Er-doped ultrafast laser with a single mode fiber-gradient index multimode fiber-single mode fiber(SMF-GIMF-SMF, SMS) structure as saturable absorber(SA), which can generate not ... In this paper, we have demonstrated an Er-doped ultrafast laser with a single mode fiber-gradient index multimode fiber-single mode fiber(SMF-GIMF-SMF, SMS) structure as saturable absorber(SA), which can generate not only stable single-pulse state, but also special mode-locked pulses with the characteristics of high energy and noisy behaviors at proper pump power and cavity polarization state. In addition, we have deeply investigated the real-time spectral evolutions of the mode-locked pulses through the dispersive Fourier transformation(DFT) technique. It can be found that the pulse regime can actually consist of a lot of small noise pulses with randomly varying intensities. We believe that these results will further enrich the nonlinear dynamical processes in the ultrafast lasers. 展开更多
关键词 ultrafast laser ER doped fiber SMF GIMF SMF dispersive Fourier transformation saturable absorber sa mode locked pulses nonlinear dynamics saturable absorber
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Research and development of the pulse acquisition system and the pulse biomimetic reproduction system
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作者 YI Kai MA Yunjing +2 位作者 GUO Shen LIU Heng XU Bin 《Journal of Traditional Chinese Medicine》 2025年第1期213-220,共8页
The paper is an introduction to the front-end pulse acquisition and the back-end pulse biomimetic reproduction system.This system is capable of faithfully replicating the complete pulse waveform collected at the front... The paper is an introduction to the front-end pulse acquisition and the back-end pulse biomimetic reproduction system.This system is capable of faithfully replicating the complete pulse waveform collected at the front end.Traditional Chinese Medicine(TCM)practitioners analyze and diagnose the pulse patterns at the replication end.Meanwhile,the obtained pulse waveforms are analyzed and learnt by a neural network based on key diagnostic points in TCM pulse taking,which enables the determination of the corresponding relationships between different pulse waveforms and various pulse patterns in TCM pulse taking.With the support of clinical samples,an auxiliary diagnostic system for TCM pulse patterns ensures the accuracy of pulse pattern replication. 展开更多
关键词 pulse taking medicine Chinese traditional pulse acquisition system pulse biomimetic reproduction system
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三维标测指导下FARAPULSE系统治疗心房颤动的初步临床应用
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作者 张赛 徐娟 +7 位作者 杜营 梁婷 丁胜楷 卢晓峰 梁琳 魏彤 刘少稳 陈松文 《中国心血管病研究》 2025年第8期752-757,共6页
目的评估采用三维标测指导下FARAPULSE系统在心房颤动(房颤)导管消融中的安全性和有效性。方法连续入选2024年09月至11月在上海市第一人民医院心内科首次接受三维标测系统结合FARAPULSE系统消融治疗的非瓣膜性房颤患者,消融前后进行左... 目的评估采用三维标测指导下FARAPULSE系统在心房颤动(房颤)导管消融中的安全性和有效性。方法连续入选2024年09月至11月在上海市第一人民医院心内科首次接受三维标测系统结合FARAPULSE系统消融治疗的非瓣膜性房颤患者,消融前后进行左房电解剖标测,观察术中消融成功率及围手术期并发症等情况。结果共纳入21例患者,年龄(59.63±12.11)岁,其中持续性房颤9例(42.86%)。所有患者均在三维标测指导下用FARAPLUSE系统进行消融治疗,其中肺静脉前庭电隔离21例,另后壁消融11例,二尖瓣峡部线消融5例,三尖瓣峡部线消融1例。术中肺静脉电隔离率100%。所有患者的手术时间为(144.81±20.58)min,消融导管左心房操作时间(41.33±14.49)min,X线照射时间(26.19±7.46)min,消融放电组数(57.52±11.25)组。其中5例(55.56%)持续性房颤消融术中转为窦性心律。1例行三尖瓣峡部线消融过程中出现冠状动脉痉挛;1例术中出现溶血、血尿。所有患者未见迷走反射、卒中、膈神经损伤、心包填塞、食管损伤等其他手术相关并发症。结论三维标测指导下FARAPULSE系统治疗房颤的成功率高、围术期并发症少,但该结果仍需大样本及长期随访结果加以验证。 展开更多
关键词 心房颤动 脉冲电场消融 FARApulse系统
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Theoretical research on the effective generation of an isolated attosecond pulse from the synthesized pulse laser with optimized waveform
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作者 Kun-Zhen Zhan Yan-Ben Yin Gao Chen 《Communications in Theoretical Physics》 2025年第8期142-149,共8页
A mid-infrared femtosecond pulse laser with a single cycle and high intensity is an ideal driving light source for generating isolated attosecond pulses. Due to current experimental limitations, it is difficult to dir... A mid-infrared femtosecond pulse laser with a single cycle and high intensity is an ideal driving light source for generating isolated attosecond pulses. Due to current experimental limitations, it is difficult to directly achieve this type of laser light source in the laboratory. In this paper, we obtain such an ideal light source by adding a Ti sapphire pulse to the combined pulse laser consisting of two mid-infrared pulses. Specifically, by combining the synthesized pulse consisting of 8 fs/1200 nm/1.62 × 10^(14)W cm^(-2)and 12 fs/1800 nm/2.71 × 10^(14)W cm^(-2)with an additional 8 fs/800 nm/1.26 × 10^(14)W cm^(-2)Ti sapphire pulse, the resulting electric field waveform is very close to that of a 1170 nm femtosecond pulse with an intensity of 1.4 × 10^(15)W cm^(-2), a single-cycle pulse width, and a carrier-envelope phase of 0.25π. Numerical simulations show that both cases produce high-order harmonic emission spectra with broadband supercontinuum spectra, however, the bandwidth of the supercontinuum spectra and the harmonic intensities in the synthesized pulses are significantly better than those in the single1170 nm pulse. After inverse Fourier transform, we obtain 66 as a high-intensity isolated attosecond pulse, whose intensity is five orders of magnitude higher than that of a monochromatic field. Here, the phase differences between three combined pulse lasers have little effect on the numerical simulation results when they vary in the range of 0.3π. 展开更多
关键词 high-order harmonic attosecond pulses combined pulsed lasers single cycle
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High-sensitivity spectroscopic measurements under pulsed high magnetic field
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作者 Zheng Wang Yichun Pan +2 位作者 Guangran Yang Wei Xie Weihang Zhou 《Chinese Physics B》 2025年第7期60-65,共6页
Pulsed magnet technology is the only way to generate ultra-strong magnetic fields higher than 45 T so far.However,the inherently fast-changing field strength(typically on the order of 1000 T/s)poses significant challe... Pulsed magnet technology is the only way to generate ultra-strong magnetic fields higher than 45 T so far.However,the inherently fast-changing field strength(typically on the order of 1000 T/s)poses significant challenges for spectroscopic measurements which rely on time integration of signals to improve spectral qualities.In this work,we report high-sensitivity spectroscopic measurements under pulsed high magnetic fields employing the long flat-top pulsed magnetic field technique.By means of a multiple-capacitor power supply,we were able to generate pulsed high magnetic fields with controllable flat-top pulse width and field stabilities.By synchronizing spectroscopic measurements with the waveform of the flattop magnetic field,the integration time of each spectrum can be increased by up to 100 times compared with that of the conventional spectroscopic measurements under pulsed magnetic fields,thus enabling high-sensitivity spectroscopic measurements under ultra-strong pulsed magnetic fields.These findings promise an efficient way to significantly improve the performance and extend the application of optical measurements under pulsed high magnetic fields. 展开更多
关键词 pulsed magnet flat-top pulsed magnetic field optical spectroscopy PHOTOLUMINESCENCE
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Comprehensive study of pulse shape discrimination in a Ga-doped zinc oxide scintillating detector
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作者 Kuo Zhao Liang Chen +5 位作者 Ning Lv Lei-Dang Zhou Shi-Yi He Jin-Lu Ruan Han Wang Xiao-Ping Ouyang 《Nuclear Science and Techniques》 2025年第3期38-49,共12页
Doping with Ga effectively enhances the crystal quality and optical detection efficiency of zinc oxide(Zn O)single crystals,which has attracted considerable research interest in radiation detection.The application of ... Doping with Ga effectively enhances the crystal quality and optical detection efficiency of zinc oxide(Zn O)single crystals,which has attracted considerable research interest in radiation detection.The application of Zn O:Ga(GZO)in nuclear energy is particularly significant and fascinating at the fundamental level,enabling neutron/gamma discrimination while preserving the response time properties of the single crystal in sub-nanoseconds,maximizing the effective counting rate of the pulsed radiation field.In this study,the single-particle waveform discrimination characteristics of GZO were evaluated for five charged particles(α,β,H^(+),Li^(+),and O^(8+)and two prevalent uncharged particles(neutrons and gamma rays).Based on the timecorrelation single-photon counting(TCSPC)method,the luminescence decay time constants of the charged particles in the GZO crystal were determined as follows:1.21 ns for H^(+),1.50 ns for Li^(+),1.70 ns for O^(8+),1.56 ns forαparticles,and 1.09 ns forβparticles.Visible differences in the excitation time spectra curves were observed.Using the conventional time-domain or frequency-domain waveform discrimination techniques,waveform discrimination of 14.9 Me V neutrons and secondary gamma rays generated by the CPNG-6 device based on GZO scintillation was successfully implemented.The neutron signal constituted 77.93%of the total,indicating that GZO exhibited superior neutron/gamma discrimination sensitivity compared with that of a commercial stilbene crystal.Using the neutron/gamma screening outcomes,we reconstructed the voltage pulse height,charge height,and neutron multiplication time spectra of the pulsed neutron radiation field.The reconstructed neutron multiplication time spectrum exhibited a deviation of less than 3%relative to the result obtained using a commercial stilbene scintillator.This is the first report in the open literature on the neutron/gamma discrimination and reconstruction of Zn O pulsed radiation-field information. 展开更多
关键词 Zinc oxide Scintillation crystal pulse shape discrimination Radiation luminescence pulsed neutron radiation field
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Experimental and Peridynamic Numerical Study on the Opening Process of the Soft PSD in Pulse Solid Rocket Motors
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作者 Wenxia Cheng Qinliu Cao +1 位作者 Bin Yuan Jiale Yan 《Computer Modeling in Engineering & Sciences》 2025年第6期3197-3214,共18页
As a critical component of pulse solid rocket motors(SRMs),the soft pulse separation device(PSD)is vital in enabling multi-pulse propulsion and has become a breakthrough in SRM engineering applications.To investigate ... As a critical component of pulse solid rocket motors(SRMs),the soft pulse separation device(PSD)is vital in enabling multi-pulse propulsion and has become a breakthrough in SRM engineering applications.To investigate the opening performance of the PSD,an axial PSD incorporating a star-shaped prefabricated defect was designed.The opening process was simulated using peridynamics,yielding the strain field distribution and the corresponding failure mode.A single-opening verification test was conducted.The simulation results showed good agreement with the experimental data,demonstrating the reliability of the peridynamic modeling approach.Furthermore,the effects of the prefabricated defect shape and depth on the opening performance of the PSD were analyzed through simulation.The research results indicate that the established constitutive model and failure criteria based on peridynamics can reasonably predict the failure location and the opening pressure of the soft PSD.Under the impact loading,the weak zone of the soft PSD firstly ruptures,and the damaged area gradually propagates along with the prefabricated defect,eventually leading to complete separation.A smaller prefabricated defect depth or a wider prefabricated defect distribution can cause a reduction in opening pressure.These research results provide valuable guidance for the preliminary design and optimization of PSDs in pulse solid rocket motors. 展开更多
关键词 PERIDYNAMICS pulse solid rocket motor soft pulse separation device material failure
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Generation of Isolated Attosecond Pulses by the Harmonic Spectrum of MgO under a Three-Color Laser Pulse
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作者 Jiaqi Chen Wenli Jiang +2 位作者 Yue Qiao Yujun Yang Jigen Chen 《Chinese Physics Letters》 2025年第1期48-52,共5页
This study examines the high-order harmonic radiation behavior of MgO crystals driven by combined pulses based on the numerical solution of the semiconductor Bloch equation.We found that compared with the monochromati... This study examines the high-order harmonic radiation behavior of MgO crystals driven by combined pulses based on the numerical solution of the semiconductor Bloch equation.We found that compared with the monochromatic pulse,the MgO crystal can radiate a continuous harmonic spectrum with two platforms driven by the three-color combined pulse.The reason is that under the three-color combined pulse,the electron ionization and recombination can be effectively controlled within a half-optical cycle of the laser pulse.Using this continuous spectrum,we synthesized an isolated attosecond pulse with a duration of approximately 370 as.This study provides a new perspective on all-solid-state compact optical devices. 展开更多
关键词 pulse optical HARMONIC
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Nanosecond pulse and dual-wavelength Q-switched 1.5 μm fiber laser using MAX phase Cr_(2)TiAlC_(2) saturable absorber
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作者 Ahmed Shakir AL-HITI Hiba HASSAN 《Optoelectronics Letters》 2025年第1期7-12,共6页
We demonstrated a new type of MAX phase material,chromium titanium aluminum carbide(Cr_(2)TiAlC_(2)) polymer film,to generate a passively Q-switched erbium-doped fiber laser(EDFL).The film thickness was measured to be... We demonstrated a new type of MAX phase material,chromium titanium aluminum carbide(Cr_(2)TiAlC_(2)) polymer film,to generate a passively Q-switched erbium-doped fiber laser(EDFL).The film thickness was measured to be around 45 μm,which was fabricated using the embedding method with polyvinyl alcohol(PVA) polymer as hoster.The saturable absorber(SA) film demonstrates a dual-wavelength passively Q-switched EDFL which operates at 1 531 nm and 1 560.19 nm,respectively.The Q-switching pulse duration could be varied from 2.46 μs to 770 ns,while the repetition rate varied from 92.76 kHz to 106.6 kHz with an increasing input pumping range from 154 mW to 300 mW.The maximum output power and pulse energy of 15.05 mW and 141.18 nJ were obtained at the maximum input power of 300 mW,respectively. 展开更多
关键词 SWITCHED pulse fiber
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Retinal Vessel Segmentation based on Improved PCNN and Gray Wolf Optimization Algorithm
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作者 Xingfu Ou Miao Zhang Wenfeng Chen 《Journal of Electronic Research and Application》 2025年第3期318-331,共14页
Since the problems of branch loss and fracture in retinal blood vessel segmentation algorithms,an image segmentation method is proposed based on improved pulse coupled neural network(PCNN)and gray wolf optimization al... Since the problems of branch loss and fracture in retinal blood vessel segmentation algorithms,an image segmentation method is proposed based on improved pulse coupled neural network(PCNN)and gray wolf optimization algorithm(GWO).Simplifying the neuron input domain and neuron connection domain of the PCNN network,increasing the gradient information factor in the internal activity items,reducing the model parameters,enhancing the pulse issuing ability,and the optimal parameters of the network are automatically obtained based on multiple feature evaluation criteria and the GWO algorithm.The test in the public data set drive shows that the sensitivity,accuracy,precision,and specificity of the algorithm are 0.799549,0.962789,0.889163,and 0.986552,respectively.The accuracy and specificity are better than the classical segmentation algorithm.It solved the influence of low illumination,optic disc highlight,and foveal shadow on vascular segmentation,and showed excellent performance of vessel connectivity and terminal sensitivity. 展开更多
关键词 Retinal blood vessel Image segmentation pcnn GWO Parameter adaptation Multi-feature evaluation criteria
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Generation of Sub-60-Attosecond Pulse with 7 fs Driving Laser at 900nm Tailored by Polarization Gating Technique
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作者 Suyu Yu Zhe Li +4 位作者 Shiyang Zhong Baichuan Xie Hao Teng Jiangfeng Zhu Zhiyi Wei 《Chinese Physics Letters》 2025年第10期62-67,共6页
Attosecond light pulses have revolutionized the study of electron dynamics in materials by enabling the observation of ultrafast processes with unprecedented attosecond temporal resolution.They are primarily generated... Attosecond light pulses have revolutionized the study of electron dynamics in materials by enabling the observation of ultrafast processes with unprecedented attosecond temporal resolution.They are primarily generated through the process of high-order harmonic generation.This paper presents a comprehensive setup for attosecond pulse generation and measurement.Using a 900 nm,7 mJ,and 7 fs femtosecond laser with stabilized carrier-envelope phase,we employ polarization gating to generate a near single-cycle,linearly polarized pulse that interacts with neon gas to produce a broadband extreme-ultraviolet continuum with a cutoff photon energy of∼120 eV.The temporal and spectral characteristics of the generated single attosecond pulses are measured using an attosecond streak camera,and the pulse duration is determined to be 59 as through the frequency-resolved optical gating for complete reconstruction of attosecond bursts retrieval algorithm.As part of the Synergetic Extreme Condition User Facility,this setup will facilitate ultrafast research in transient absorption and photoelectron spectroscopy,providing global users with a powerful tool for studying electron dynamics in various materials. 展开更多
关键词 femtosecond laser high order harmonic generation attosecond pulses study electron dynamics materials observation ultrafast processes polarization gating attosecond light pulses
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Production and magnetic self-confinement of e^(-)e^(+)plasma by an extremely intense laser pulse incident on a structured solid target
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作者 Alexander Samsonov Alexander Pukhov 《Matter and Radiation at Extremes》 2025年第5期10-19,共10页
We propose an all-optical,single-laser-pulse scheme for generating a dense relativistic strongly magnetized electron-positron pair plasma.The scheme involves the interaction of an extremely intense(I■10^(24) W/cm^(2)... We propose an all-optical,single-laser-pulse scheme for generating a dense relativistic strongly magnetized electron-positron pair plasma.The scheme involves the interaction of an extremely intense(I■10^(24) W/cm^(2))circularly polarized laser pulse with a solid-density target containing a conical cavity.Through full-scale three-dimensional particle-in-cell simulations that account for quantum electrodynamic effects,it is shown that this interaction results in two significant outcomes:first,the generation of quasi-static magnetic fields reaching tens of gigagauss,and,second,the production of large quantities of electron-positron pairs(up to 10^(13))via the Breit-Wheeler process.The e^(-)e^(+)plasma becomes trapped in the magnetic field and remains confined in a small volume for hundreds of femtoseconds,far exceeding the laser timescale.The dependence of pair plasma parameters,as well as the efficiency of plasma production and confinement,is discussed in relation to the properties of the laser pulse and the target.Realizing this scheme experimentally would enable the investigation of physical processes relevant to extreme astrophysical environments. 展开更多
关键词 polarized laser pulse intense laser pulse structured solid target quantum electrodynamic effects generation magnetic confinement electron positron plasma Breit Wheeler process
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Generation and regulation of electromagnetic pulses induced by multi-petawatt laser coupling with gas jets
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作者 Qiang-You He Zi-Tao Wang +19 位作者 Zhi-Gang Deng Jie Feng Ya-Dong Xia Xi-Chen Hu Ming-Yang Zhu Jia-Jie Xie Zong-Qiang Yuan Zhi-Meng Zhang Feng Lu Lei Yang Hao Cheng Yu-Ze Li Yang Yan Yan-Lv Fang Chen-Tong Li Wei-Min Zhou Ting-Shuai Li Li-Ming Chen Chen Lin Xue-Qing Yan 《Nuclear Science and Techniques》 2025年第6期136-149,共14页
High-power laser pulses interacting with targets can generate intense electromagnetic pulses(EMPs),which can disrupt physical experimental diagnostics and even damage diagnostic equipment,posing a threat to the reliab... High-power laser pulses interacting with targets can generate intense electromagnetic pulses(EMPs),which can disrupt physical experimental diagnostics and even damage diagnostic equipment,posing a threat to the reliable operation of experiments.In this study,EMPs resulting from multi-petawatt laser irradiating nitrogen gas jets were systematically analyzed and investigated.The experimental results revealed that the EMP amplitude is positively correlated with the quantity and energy of the electrons captured and accelerated by the plasma channel.These factors are reflected by parameters such as laser energy and nitrogen gas jet pressure.Additionally,we propose several potential sources of EMPs produced by laser-irradiated gas jets and separately analyzed their spatiotemporal distributions.The findings provide insight into the mechanisms of EMP generation and introduce a new approach to achieve controllable EMPs by regulating the laser energy and gas jet pressure. 展开更多
关键词 Electromagnetic pulses Multi-petawatt laser Gas jets ELECTRONS
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Role of Degenerate States on Molecular Excitation by Intense Laser Pulses
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作者 Bo Li Yan Rong Liu +6 位作者 Victor Kimberg Maomao Gong Yongjun Cheng Yong Wu Jian Guo Wang Jing Chen Song Bin Zhang 《Chinese Physics Letters》 2025年第11期75-82,共8页
A singlet diatomic molecule naturally carries doubly degenerate ±Λ states when the projection of the total electronic angular momentum onto the internuclear axis is nonzero. These doubly degenerate states contri... A singlet diatomic molecule naturally carries doubly degenerate ±Λ states when the projection of the total electronic angular momentum onto the internuclear axis is nonzero. These doubly degenerate states contribute equally in conventional measurements and are thus treated the same in corresponding simulations. In this study, we demonstrate that in resonant excitation by intense laser pulses, the doubly degenerate ±Λ states must be clearly identified. This is exemplified in the X^(1)Σ → A^(1)Π transition of CO molecules. This distinction becomes especially important in the case of circularly polarized radiation. We attribute this phenomenon to the interference of electron-rotational pathways in the strong-field coupled transition with the ±Λ-state of the excited Π state. This research sheds light on the fundamental aspects of intense laser-molecule interactions when extending conventional theories. 展开更多
关键词 doubly degenerate states resonant excitation intense laser pulses degenerate states molecular excitation conventional measurements intense laser pulses singlet diatomic molecule angular momentum
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