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Equilibrium Strategy of the Pursuit-Evasion Game in Three-Dimensional Space 被引量:1
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作者 nuo chen Linjing Li Wenji Mao 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第2期446-458,共13页
The pursuit-evasion game models the strategic interaction among players, attracting attention in many realistic scenarios, such as missile guidance, unmanned aerial vehicles, and target defense. Existing studies mainl... The pursuit-evasion game models the strategic interaction among players, attracting attention in many realistic scenarios, such as missile guidance, unmanned aerial vehicles, and target defense. Existing studies mainly concentrate on the cooperative pursuit of multiple players in two-dimensional pursuit-evasion games. However, these approaches can hardly be applied to practical situations where players usually move in three-dimensional space with a three-degree-of-freedom control. In this paper,we make the first attempt to investigate the equilibrium strategy of the realistic pursuit-evasion game, in which the pursuer follows a three-degree-of-freedom control, and the evader moves freely. First, we describe the pursuer's three-degree-of-freedom control and the evader's relative coordinate. We then rigorously derive the equilibrium strategy by solving the retrogressive path equation according to the Hamilton-Jacobi-Bellman-Isaacs(HJBI) method, which divides the pursuit-evasion process into the navigation and acceleration phases. Besides, we analyze the maximum allowable speed for the pursuer to capture the evader successfully and provide the strategy with which the evader can escape when the pursuer's speed exceeds the threshold. We further conduct comparison tests with various unilateral deviations to verify that the proposed strategy forms a Nash equilibrium. 展开更多
关键词 Differential game equilibrium strategy pursuit-evasion game threedegree-of-freedom control
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Recent Progress of Surface Passivation Molecules for Perovskite Solar Cell Applications 被引量:1
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作者 Baohua Zhao Teng Zhang +6 位作者 Wenwen Liu Fansong Meng chengben Liu nuo chen Zhi Li Zhaobin Liu Xiyou Li 《Journal of Renewable Materials》 SCIE EI 2023年第4期1533-1554,共22页
Due to the solution processable nature,the prepared perovskite films are polycrystalline with considerable number of defects.These defects,especially defects at interface accelerate the carrier recombination and reduc... Due to the solution processable nature,the prepared perovskite films are polycrystalline with considerable number of defects.These defects,especially defects at interface accelerate the carrier recombination and reduce the carrier collection.Besides,the surface defects also affect the long-term stability of the perovskite solar cells(PVSCs).To solve this problem,surface passivation molecules are introduced at selective interface(the interface between perovskite and carrier selective layer).This review summarizes recent progress of small molecules used in PVSCs.Firstly,different types of defect states in perovskite films are introduced and their effects on device performance are discussed.Subsequently,surface passivation molecules are divided into four categories,and the interaction between the functional groups of the surface passivation molecules and selective defect states in perovskite films are highlighted.Finally,we look into the prospects and challenges in design noble small molecules for PVSCs applications. 展开更多
关键词 Perovskite solar cells DEFECT surface passivation small molecules
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Isolation,Identification and Characteristics of Cellulose-degrading Bacteria
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作者 Shasha LIU Ruiji LU nuo chen 《Asian Agricultural Research》 2023年第12期43-45,共3页
[Objectives]To isolate and identify characteristics of the cellulose-degrading bacteria.[Methods]In view of the poor effect of crop straw composting,the strains which can degrade cellulose were isolated and purified f... [Objectives]To isolate and identify characteristics of the cellulose-degrading bacteria.[Methods]In view of the poor effect of crop straw composting,the strains which can degrade cellulose were isolated and purified from the soil piled with rice straw,and the strains A2 and A5 with high efficiency of cellulose degradation were finally screened through the transparent circle,cellulase activity and filter paper disintegration experiments.[Results]It was confirmed that the strains A2 and A5 could degrade cellulose well.The results of 16s rDNA showed that A2 was Pseudoxanthomonas mexicana and A5 was Bacillus cibi.[Conclusions]The results of this study are expected to provide high-quality strain resources for the degradation of cellulose in straw,and have important application value for improving the efficiency of straw composting. 展开更多
关键词 CELLULOSE Degrading BACTERIA ENZYME ACTIVITY DEGRADATION effect
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追踪血氧——指尖上的光谱仪
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作者 陈诺 贾能勤 《大学化学》 CAS 2023年第7期136-141,共6页
指夹式血氧仪是一种无创的血氧饱和度监测仪器,已成为家用医疗器械领域的热门产品之一。本文基于血氧饱和度的定义,分析了指夹式血氧仪的工作原理、仪器结构。并针对“手机测血氧”“火腿肠血氧值”等话题进行解析。通过建立本质与现象... 指夹式血氧仪是一种无创的血氧饱和度监测仪器,已成为家用医疗器械领域的热门产品之一。本文基于血氧饱和度的定义,分析了指夹式血氧仪的工作原理、仪器结构。并针对“手机测血氧”“火腿肠血氧值”等话题进行解析。通过建立本质与现象之间的关系,旨在帮助读者丰富科学知识,发展科学思维,进一步用科学的眼光去认识世界。 展开更多
关键词 血氧仪 血氧饱和度 朗伯-比尔定律
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A retrospective study on professor Gui-Qi Xuan’s experience in traditional Chinese medicine treatment on attention-deficit hyperactivity disorder: based on data mining and network pharmacology
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作者 Jue Hu Dan-Fei chen +6 位作者 Fang-Fang Li nuo chen Chun-Lu Ye Ke-Pin Yu Xiao-Bo Xuan Gui-Qi Xuan Jian chen 《Life Research》 2023年第3期10-24,共15页
Background:To investigate the clinical medication approach of Professor Guiqi Xuan(Prof.Xuan)in treating pediatric patients with attention-deficit hyperactivity disorder(ADHD)and the potential mechanism of the core he... Background:To investigate the clinical medication approach of Professor Guiqi Xuan(Prof.Xuan)in treating pediatric patients with attention-deficit hyperactivity disorder(ADHD)and the potential mechanism of the core herbal prescription.Methods:Following medical record information pretreatment,the Traditional Chinese Medicine(TCM)inheritance computing platform system V3.0 was utilized to analyze the standardized data.The associate rules were summarized to identify the core prescription for treating ADHD.The extracted core herbal prescription’s active compounds and potential targets were used to establish a protein-protein interaction network of active ingredient-disease targets.Cytoscape 3.9.1 software was used to analyze the network’s topological parameters to obtain the key active ingredients and their targets.The Bioconductor data package of R4.0.2 was used to analyze the gene ontology biological functions and Kyoto Encyclopedia of Genes and Genomes pathways of key targets.Results:Two hundred and twenty-seven entries derived from TCM record information were selected.Through data mining,it was found that 62.5%of pediatric patients had short-tempered behavior,nearly half had sleep problems,and 30%-40%had picky eating and polyphagia issues.The highest-frequency syndrome type was kidney deficiency and liver hyperactivity.Deficiency,fire,phlegm,and dyspeptic food were the main pathological factors for ADHD.Prof.Xuan’s treatment of ADHD mainly focused on replenishing kidney essence and subduing Yang(active,external,ascending,warm,bright,functional and excited pertain to Yang).The core herbal prescription for ADHD included Yuan-zhi,Yi-zhi,Gui-jia,Bai-shao,Long-chi,Ci-shi,Shi-chang-pu,Yu-jin,Fu-shen,and Huang-jing.The protein-protein interaction network showed that MAOA,ADRB2,FOS,MAOB,and SLC6A3 were the five key targets essential in treating ADHD with core herbal prescriptions.The gene ontology biological function of crucial targets mainly involved G protein-coupled amine receptor activity,catecholamine binding,and neurotransmitter transmembrane transporter activity.Analysis of Kyoto Encyclopedia of Genes and Genomes pathways showed that the dopaminergic synapse signaling and neuroactive ligand-receptor interaction pathways were significantly enriched and may be the primary routes for the main treatment of ADHD.Conclusion:Prof.Xuan’s treatment of ADHD has achieved satisfactory clinical effects by supplementing the kidney,replenishing the essence,opening the orifices,nourishing the Yin(static,internal,descending,cold,dim,organic,depressed and pertain to Yin),and subduing the Yang.The major prescription predominantly affects catecholamine binding,neuroactive ligand-receptor interaction,G protein-coupled amine receptor function,and signaling pathways for dopaminergic synapses.Our findings showed that the methodology and software used in this research could explore and analyze the mechanism behind Prof.Xuan’s clinical medication rule for treating ADHD in children. 展开更多
关键词 Chinese traditional medicine Data mining Retrospective clinical studies Network pharmacology Attention-deficit hyperactivity disorder Mechanism of action
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Deletion of heterogeneous nuclear ribonucleoprotein K in satellite cells leads to inhibited skeletal muscle regeneration in mice
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作者 Yongjie Xu Haixia Xu +10 位作者 Xiaofang cheng nuo chen Yaling Wang Yueru Huang Jiahua Guo Yueqian Zheng Mengjia Zhang Chuunyu Du Cunzhen Zhao Cencen Li Pengpeng Zhang 《Genes & Diseases》 SCIE CSCD 2024年第4期102-105,共4页
Heterogeneous nuclear ribonucleoprotein K(hnRNPK)is a predominantly nuclear RNA-binding protein that can bind to DNA or RNA through three KH domains and interact with multiple proteins by interactive region.These bind... Heterogeneous nuclear ribonucleoprotein K(hnRNPK)is a predominantly nuclear RNA-binding protein that can bind to DNA or RNA through three KH domains and interact with multiple proteins by interactive region.These binding activities enable hnRNPK to link the function in a wide array of diverse cellular processes,such as chromatin remodeling,gene transcription,RNA metabolism,protein translation,DNA repair,and cell signal transduction,thereby playing crucial roles in many biological processes,including development,axonal regeneration,spermatogenesis,cell cycle,apoptosis,differentiation,and carcinogenesis. 展开更多
关键词 inhibited METABOLISM CARCINOGENESIS
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大面积烧伤患者发生早期急性肾损伤的危险因素分析
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作者 张锦丽 席毛毛 +4 位作者 褚志刚 栾夏刚 陈诺 王德运 谢卫国 《中华损伤与修复杂志(电子版)》 CAS 2024年第4期282-287,共6页
目的:探讨大面积烧伤患者发生早期急性肾损伤(AKI)的危险因素,为临床治疗提供参考。方法:选择2018年1月至2022年8月武汉大学同仁医院暨武汉市第三医院烧伤科收治的符合入选标准的201例成年大面积烧伤患者,其中男137例,女64例,年龄49(36,... 目的:探讨大面积烧伤患者发生早期急性肾损伤(AKI)的危险因素,为临床治疗提供参考。方法:选择2018年1月至2022年8月武汉大学同仁医院暨武汉市第三医院烧伤科收治的符合入选标准的201例成年大面积烧伤患者,其中男137例,女64例,年龄49(36,56)岁,烧伤总面积为70%(59.5%,85%)体表总面积,简明烧伤严重度指数(ABSI)评分49(37.5,62.9)分。根据伤后3 d内是否发生AKI将患者分为AKI组和非AKI组。采用单因素分析筛选可能影响AKI发生的相关因素,包括性别、年龄、致伤原因、基础疾病、伤后至入院时间、基础伤情、治疗情况等指标。数据分析采用两独立样本t检验、Mann-Whitney U检验、χ^(2)检验或Fisher确切概率法。结合单因素分析结果及临床意义,将指标纳入自变量,进行多因素Logistic回归分析,筛选出大面积烧伤患者发生早期AKI的独立危险因素,建立预测模型并计算模型的ROC曲线下面积。结果:共71例(35.3%)患者在伤后3 d内发生AKI。与非AKI组相比,AKI组患者年龄更大(P=0.013),男性(P=0.002)、电烧伤(P<0.001)、高血压(P=0.007)、吸入性损伤(P=0.010)的百分比更高,烧伤总面积(P<0.001)、Ⅲ度烧伤面积(P<0.001)更大,ABSI评分更高(P<0.001),首次手术出血量更大(P=0.002),且切开减张(P<0.001)、气管切开(P<0.001)、机械通气(P<0.001)的百分比更高,入院时部分化验指标(包括尿素氮、肌酐、胱抑素C、乳酸、红细胞压积、血小板总数)更高(P<0.05),伤后3 d内去甲肾上腺素(P=0.019)、呋塞米(P<0.001)用药百分比更高。根据单因素分析结果及变量的临床意义,筛选出10个可能的影响因素为自变量,进行Logistic回归分析,结果显示性别、年龄、电烧伤、ABSI评分、气管切开、入院时血乳酸值是大面积烧伤患者发生早期AKI的独立危险因素。经多因素Logistic回归分析建立大面积烧伤患者发生早期AKI的预测模型,方程为Logit(P)=-7.021+1.339×男性+0.047×年龄+1.990×电烧伤+1.543×ABSI评分+1.475×气管切开+0.185×入院时血乳酸值,该模型的ROC曲线下面积为0.855(95%CI:0.800~0.910,P<0.001),灵敏度为0.823,特异度为0.737。结论:男性、年龄偏大、电烧伤、ABSI评分偏高、气管切开、入院时血乳酸值偏高的大面积烧伤患者发生早期AKI的可能性更大。 展开更多
关键词 烧伤 急性肾损伤 危险因素 回顾性研究
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The mechanism of dentine hypersensitivity:Stimuli-induced directional cation transport through dentinal tubules 被引量:2
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作者 nuo chen Jingjing Deng +12 位作者 Shengjie Jiang Xiang-Yu Kong Teng Zhou Kai Zhao Zuohui Xiao Huimin Zheng Weipeng chen Congcong Zhu Xinyu Liu Liping Wen Yan Wei Xuliang Deng Lei Jiang 《Nano Research》 SCIE EI CSCD 2023年第1期991-998,共8页
Dentine hypersensitivity is an annoying worldwide disease,yet its mechanism remains unclear.The long-used hydrodynamic theory,a stimuli-induced fluid-flow process,describes the pain processes.However,no experimental e... Dentine hypersensitivity is an annoying worldwide disease,yet its mechanism remains unclear.The long-used hydrodynamic theory,a stimuli-induced fluid-flow process,describes the pain processes.However,no experimental evidence supports the statements.Here,we demonstrate that stimuli-induced directional cation transport,rather than fluid-flow,through dentinal tubules actually leads to dentine hypersensitivity.The in vitro/in vivo electro-chemical and electro-neurophysiological approaches reveal the cation current through the nanoconfined negatively charged dentinal tubules coming from external stimuli(pressure,pH,and temperature)on dentin surface and further triggering the nerve impulses causing the dentine hypersensitivity.Furthermore,the cationic-hydrogels blocked dentinal tubules could significantly reduce the stimuli-triggered nerve action potentials and the anionhydrogels counterpart enhances those,supporting the cation-flow transducing dentine hypersensitivity.Therefore,the inspired ion-blocking desensitizing therapies have achieved remarkable pain relief in clinical applications.The proposed mechanism would enrich the basic knowledge of dentistry and further foster breakthrough initiatives in hypersensitivity mitigation and cure. 展开更多
关键词 dentine hypersensitivity cation transport dentinal tubules Ionic-current-rectification
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Optimized Bio-inspired Micro-pillar Dry Adhesive and Its Application for an Unmanned Aerial Vehicle Adhering on and Detaching from a Ceiling 被引量:3
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作者 Qingsong He Xianrui Xu +8 位作者 Zhiwei Yu Kai Huo Zhaoyang Wang nuo chen Xuean Sun Gui Yin Peile Du Yang Li Zhendong Dai 《Journal of Bionic Engineering》 SCIE EI CSCD 2020年第1期45-54,共10页
Various bio-inspired dry adhesive materials have been investigated.In this work,lithography and silicon deep etching method were used to fabricate bio-inspired micro-pillar dry adhesive materials of which the paramete... Various bio-inspired dry adhesive materials have been investigated.In this work,lithography and silicon deep etching method were used to fabricate bio-inspired micro-pillar dry adhesive materials of which the parameters,such as side length,Height to Side length Aspect Ratio(HSAR),and inter-pillar Distance to Side length Aspect Ratio(DSAR)were comprehensively studied to obtain a dry adhesive with high adhesion.An orthogonal array method was designed and a series of fabrication experiments were conducted to identify optimum parameters,which resulted in a high normal adhesion of 2.98 N·cm^-2 and a shear adhesion of 9.59 N·cm^-2.An adhesion and desorption device was further designed on basis of the optimum dry adhesive,which enables an Unmanned Aerial Vehicle(UAV)to successfully adhere on and detach from a ceiling.This would allow an UAV to stay aloft for prolonged time,which could be invaluable to many applications,such as energy conservation and aerial detection. 展开更多
关键词 BIO-INSPIRED DRY ADHESIVE ORTHOGONAL array method UAV adhere CEILING
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A bi-component polyoxometalate-derivative cathode material showed impressive electrochemical performance for the aqueous zinc-ion batteries 被引量:1
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作者 Rui Huang Weiwei Wang +4 位作者 Chi Zhang Peng He Yuyang Han nuo chen Jun Yan 《Chinese Chemical Letters》 SCIE CAS CSCD 2022年第8期3955-3960,共6页
Rechargeable aqueous zinc-ion batteries are recently gaining incremental attention because of low cost and material abundance,but their development is plagued by limited choices of cathode materials with satisfactory ... Rechargeable aqueous zinc-ion batteries are recently gaining incremental attention because of low cost and material abundance,but their development is plagued by limited choices of cathode materials with satisfactory cycling performance.The polyoxometalates perform formidable redox stability and able to participate in multi-electron transfer,which was well-suited for energy storage.Herein,a bicomponent polyoxometalate-derivative KNiVO(K_(2)[Ni(H_(2)O)_(6)]_(2)[V_(10)O_(28)]·_(4)H_(2)O polyoxometalates after annealing)is firstly demonstrated as a cathode material for aqueous ZIBs.The layered KV_(3)O_(8)(KVO)In the bi-component material constitutes Zn^(2+) migration and storage channels(K^(+) were substantially replaced by Zn^(2+) in the activation phase),and the three-dimensional NiV_(3)O_(8)(NiVO)part acts as skeleton to stabilize the ion channels,which assist the cell to demonstrate a high-rate capacity and specific energy of229.4 mAh/g and satisfactory cyclability(capacity retention of 99.1%after 4500 cycles at a current density of 4 A/g).These results prove the feasibility of POM as cathode materials precursor and put forward a novel pattern of the Zn^(2+)storage mechanism in the activated-KNiVO clusters,which also provide a new route for selecting or designing high-performance cathode for aqueous ZIBs and other advanced battery systems. 展开更多
关键词 Cathode material Aqueous Zn-ion battery Bi-component material Polyoxometalate-derivative Cathodic activation
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Understanding travel behavior adjustment under COVID-19 被引量:1
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作者 Wenbin Yao Jinqiang Yu +4 位作者 Ying Yang nuo chen Sheng Jin Youwei Hu Congcong Bai 《Communications in Transportation Research》 2022年第1期152-166,共15页
The outbreak and spreading of the COVID-19 pandemic have had a significant impact on transportation system.By analyzing the impact of the pandemic on the transportation system,the impact of the pandemic on the social ... The outbreak and spreading of the COVID-19 pandemic have had a significant impact on transportation system.By analyzing the impact of the pandemic on the transportation system,the impact of the pandemic on the social economy can be reflected to a certain extent,and the effect of anti-pandemic policy implementation can also be evaluated.In addition,the analysis results are expected to provide support for policy optimization.Currently,most of the relevant studies analyze the impact of the pandemic on the overall transportation system from the macro perspective,while few studies quantitatively analyze the impact of the pandemic on individual spatiotemporal travel behavior.Based on the license plate recognition(LPR)data,this paper analyzes the spatiotemporal travel patterns of travelers in each stage of the pandemic progress,quantifies the change of travelers'spatiotemporal behaviors,and analyzes the adjustment of travelers'behaviors under the influence of the pandemic.There are three different behavior adjustment strategies under the influence of the pandemic,and the behavior adjustment is related to the individual's past travel habits.The paper quantitatively assesses the impact of the COVID-19 pandemic on individual travel behavior.And the method proposed in this paper can be used to quantitatively assess the impact of any long-term emergency on individual micro travel behavior. 展开更多
关键词 COVID-19 Travel pattern Travel behavior adjustment Prefix-span algorithm Random forest
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A spectrally selective surface structure for combined photothermic conversion and radiative sky cooling
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作者 Bin ZHAO Xianze AO +3 位作者 nuo chen Qingdong XUAN Mingke HU Gang PEI 《Frontiers in Energy》 SCIE CSCD 2020年第4期882-888,共7页
The sun and outer space are the ultimate heat and cold sources for the earth,respectively.They have significant potential for renewable energy harvesting.In this paper,a spectrally selective surface structure that has... The sun and outer space are the ultimate heat and cold sources for the earth,respectively.They have significant potential for renewable energy harvesting.In this paper,a spectrally selective surface structure that has a planar polydimethylsiloxane layer covering a solar absorber is conceptually proposed and optically designed for the combination of photothermic conversion(PT)and nighttime radiative sky cooling(RC).An optical simulation is conducted whose result shows that the designed surface structure(i.e.,PT-RC surface structure)has a strong solar absorption coefficient of 0.92 and simultaneously emits as a mid-infrared spectral-selective emitter with an average emissivity of 0.84 within the atmospheric window.A thermal analysis prediction reveals that the designed PTRC surface structure can be heated to 79.1℃higher than the ambient temperature in the daytime and passively cooled below the ambient temperature of approximately 10℃in the nighttime,indicating that the designed PT-RC surface structure has the potential for integrated PT conversion and nighttime RC utilization. 展开更多
关键词 solar energy photothennic conversion radiative sky cooling spectral selectivity multilayer film
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Dissipative Kerr single soliton generation with extremely high probability via spectral mode depletion
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作者 Boqing Zhang nuo chen +3 位作者 Xinda Lu Yuntian chen Xinliang Zhang Jing Xu 《Frontiers of Optoelectronics》 EI CSCD 2022年第4期79-89,共11页
Optical Kerr solitons generation based on microresonators is essential in nonlinear optics.Among various soliton generation processes,the single soliton generation plays a pivotal role since it ensures rigorous mode-l... Optical Kerr solitons generation based on microresonators is essential in nonlinear optics.Among various soliton generation processes,the single soliton generation plays a pivotal role since it ensures rigorous mode-locking on each comb line whose interval equals the free spectral range(FSR)of the microresonator.Current studies show that single soliton generation is challenging due to cavity instability.Here,we propose a new method to greatly improve single soliton generation probalility in the anomalous group velocity dispersion(GVD)regime in a micro-ring resonator based on silicon nitride.The improvement is realized by introducing mode depletion through an integrated coupled flter.It is convenient to introduce controllable single mode depletion in a micro-ring resonator by adjusting the response function of a coupled flter.We show that spectral mode depletion(SMD)can signifcantly boost the single soliton generation probability.The efect of SMD on the dynamics of optical Kerr solitons generation are also discussed.The proposed method ofers a straightforward and simple way to facilitate robust single soliton generation,and will have an impact on the research development in optical Kerr soliton generation and on-chip optical frequency mode manipulation. 展开更多
关键词 Kerr soliton Single soliton generation Spectral fltering
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New physics and two boosted W-jets plus missing energy
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作者 Qing-Hong Cao nuo chen +2 位作者 Hao-Ran Jiang Bin Li Yandong Liu 《Chinese Physics C》 SCIE CAS CSCD 2021年第9期97-101,共5页
We show that the signature of two boosted W-jets plus substantial missing energy is very promising for probing heavy charged resonances(X^(±))through the process of pp→X^(+)X^(-)→W^(+)W^(-)X^(0) X^(0),where X^(... We show that the signature of two boosted W-jets plus substantial missing energy is very promising for probing heavy charged resonances(X^(±))through the process of pp→X^(+)X^(-)→W^(+)W^(-)X^(0) X^(0),where X^(0) denotes the dark matter candidate.The hadronic decay mode of the W boson is considered to maximize the number of signal events.When the mass split between X±and X0 is large,the jet-substructure technique must be utilized to analyze the boosted W-jet.Here,we consider the process of chargino pair production at the LHC,i.e.,pp→χ^(+)_(1)χ^(-)_(1)→W^(+)W^(-)χ^(0)_(1)χ^(0)_(1),and demonstrate that the proposed signature is able to cover more parameter space of m_(χ1)^(±)and m_(χ1)0,than the conventional signature of multiple leptons plus missing energy.More importantly,the signature of interest is not sensitive to the spin of heavy resonances. 展开更多
关键词 new physics collider physics SUPERSYMMETRY
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Corrigendum to“Understanding travel behavior adjustment under COVID-19”[Commun.Transport.Res.2C(2022)100068]
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作者 Wenbin Yao Jinqiang Yu +4 位作者 Ying Yang nuo chen Sheng Jin Youwei Hu Congcong Bai 《Communications in Transportation Research》 2022年第1期365-365,共1页
The authors regret that Eq.(5)in the paper is wrongly written and should be revised as follows:s_(p)(a_(i),a_(j))=len(a_(i))×Ratio(LCS(a_(i),a_(j)),a_(i))+len(a_(j))×Ratio(LCS(a_(i),a_(j)),a_(j))/len(a_(i))+... The authors regret that Eq.(5)in the paper is wrongly written and should be revised as follows:s_(p)(a_(i),a_(j))=len(a_(i))×Ratio(LCS(a_(i),a_(j)),a_(i))+len(a_(j))×Ratio(LCS(a_(i),a_(j)),a_(j))/len(a_(i))+len(a_(j))(5)The authors would like to apologise for any inconvenience caused. 展开更多
关键词 TRAVEL revised BEHAVIOR
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Identifying User Profile by Incorporating Self-Attention Mechanism based on CSDN Data Set
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作者 Junru Lu Le chen +5 位作者 Kongming Meng Fengyi Wang Jun Xiang nuo chen Xu Han Binyang Li 《Data Intelligence》 2019年第2期160-175,共16页
With the popularity of social media,there has been an increasing interest in user profiling and its applications nowadays.This paper presents our system named UIR-SIST for User Profiling Technology Evaluation Campaign... With the popularity of social media,there has been an increasing interest in user profiling and its applications nowadays.This paper presents our system named UIR-SIST for User Profiling Technology Evaluation Campaign in SMP CUP 2017.UIR-SIST aims to complete three tasks,including keywords extraction from blogs,user interests labeling and user growth value prediction.To this end,we first extract keywords from a user’s blog,including the blog itself,blogs on the same topic and other blogs published by the same user.Then a unified neural network model is constructed based on a convolutional neural network(CNN)for user interests tagging.Finally,we adopt a stacking model for predicting user growth value.We eventually receive the sixth place with evaluation scores of 0.563,0.378 and 0.751 on the three tasks,respectively. 展开更多
关键词 User profile Convolutional neural network(CNN) Self-attention Keyword extraction
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