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A review of artificial intelligence applications in high-speed railway systems
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作者 Xuehan Li Minghao Zhu +3 位作者 Boyang Zhang xiaoxuan wang Zha Liu Liang Han 《High-Speed Railway》 2024年第1期11-16,共6页
In recent years,the global surge of High-speed Railway(HSR)revolutionized ground transportation,providing secure,comfortable,and punctual services.The next-gen HSR,fueled by emerging services like video surveillance,e... In recent years,the global surge of High-speed Railway(HSR)revolutionized ground transportation,providing secure,comfortable,and punctual services.The next-gen HSR,fueled by emerging services like video surveillance,emergency communication,and real-time scheduling,demands advanced capabilities in real-time perception,automated driving,and digitized services,which accelerate the integration and application of Artificial Intelligence(AI)in the HSR system.This paper first provides a brief overview of AI,covering its origin,evolution,and breakthrough applications.A comprehensive review is then given regarding the most advanced AI technologies and applications in three macro application domains of the HSR system:mechanical manufacturing and electrical control,communication and signal control,and transportation management.The literature is categorized and compared across nine application directions labeled as intelligent manufacturing of trains and key components,forecast of railroad maintenance,optimization of energy consumption in railroads and trains,communication security,communication dependability,channel modeling and estimation,passenger scheduling,traffic flow forecasting,high-speed railway smart platform.Finally,challenges associated with the application of AI are discussed,offering insights for future research directions. 展开更多
关键词 High-speed railway Artificial intelligence Intelligent distribution Intelligent control Intelligent scheduling
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The Relationship between Mental Health Literacy and Subjective Well-Being of Young and Middle-Aged Residents: Perceived the Mediating Role of Social Support and Its Urban-Rural Differences 被引量:1
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作者 Zhen Zhang Suyan Chen +4 位作者 xiaoxuan wang Jun Liu Yilin Zhang Yongxia Mei Zhenxiang Zhang 《International Journal of Mental Health Promotion》 2023年第4期471-483,共13页
This study investigates mental health literacy among young and middle-aged urban and rural residents and the differences in mental health literacy,perceived social support and subjective well-being.From January to Feb... This study investigates mental health literacy among young and middle-aged urban and rural residents and the differences in mental health literacy,perceived social support and subjective well-being.From January to February 2022,620 participants(320 rural and 300 urban residents)from three provinces of China were selected by con-venience sampling.A general data questionnaire,mental health literacy scale,perceived social support scale and subjective well-being scale were administered.The mental health literacy scores of urban residents were 3.34±0.57 and those of rural residents were 2.73±0.79.The results of multiple regression analysis showed that the mental health literacy scores of rural residents were more significant than those of urban residents in terms of sex and age,while urban residents’mental health literacy scores were more significant than those of rural resi-dents in terms of monthly income.Mental health literacy,perceived social support and subjective well-being of young and middle-aged urban and rural residents were all positively correlated(P<0.01).While the level of mental health literacy is better among urban residents than rural residents,perceived social support plays a partial mediating role between mental health literacy and subjective well-being of both urban and rural residents,and should be the focus of researchers seeking to improve the level of well-being of residents. 展开更多
关键词 Young and middle-aged people mental health literacy perceived social support subjective well-being mediating role
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Epitaxial Growth and Characteristics of Nonpolar a-Plane InGaN Films with Blue-Green-Red Emission and Entire In Content Range 被引量:3
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作者 赵见国 陈凯 +12 位作者 宫毛高 胡文晓 刘斌 陶涛 严羽 谢自力 李元元 常建华 王潇璇 崔乾楠 徐春祥 张荣 郑有炓 《Chinese Physics Letters》 SCIE EI CAS CSCD 2022年第4期83-87,共5页
Nonpolar(1120)plane In_(x)Ga_(1-x)N epilayers comprising the entire In content(x)range were successfully grown on nanoscale Ga N islands by metal-organic chemical vapor deposition.The structural and optical properties... Nonpolar(1120)plane In_(x)Ga_(1-x)N epilayers comprising the entire In content(x)range were successfully grown on nanoscale Ga N islands by metal-organic chemical vapor deposition.The structural and optical properties were studied intensively.It was found that the surface morphology was gradually smoothed when x increased from 0.06 to 0.33,even though the crystalline quality was gradually declined,which was accompanied by the appearance of phase separation in the In_(x)Ga_(1-x)N layer.Photoluminescence wavelengths of 478 and 674 nm for blue and red light were achieved for x varied from 0.06 to 0.33.Furthermore,the corresponding average lifetime(τ_(1/e))of carriers for the nonpolar In Ga N film was decreased from 406 ps to 267 ps,indicating that a high-speed modulation bandwidth can be expected for nonpolar In Ga N-based light-emitting diodes.Moreover,the bowing coefficient(b)of the(1120)plane In Ga N was determined to be 1.91 e V for the bandgap energy as a function of x. 展开更多
关键词 POLAR LIFETIME separation
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A putative bHLH transcription factor is a candidate gene for male sterile 32,a locus affecting pollen and tapetum development in tomato 被引量:3
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作者 Xiaoyan Liu Mengxia Yang +11 位作者 Xiaolin Liu Kai Wei Xue Cao Xiaotian wang xiaoxuan wang Yanmei Guo Yongchen Du Junming Li Lei Liu Jinshuai Shu Yong Qin Zejun Huang 《Horticulture Research》 SCIE 2019年第1期651-661,共11页
The tomato(Solanum lycopersicum)male sterile 32(ms32)mutant has been used in hybrid seed breeding programs largely because it produces no pollen and has exserted stigmas.In this study,histological examination of anthe... The tomato(Solanum lycopersicum)male sterile 32(ms32)mutant has been used in hybrid seed breeding programs largely because it produces no pollen and has exserted stigmas.In this study,histological examination of anthers revealed dysfunctional pollen and tapetum development in the ms32 mutant.The ms32 locus was fine mapped to a 28.5 kb interval that encoded four putative genes.Solyc01g081100,a homolog of Arabidopsis bHLH10/89/90 and rice EAT1,was proposed to be the candidate gene of MS32 because it contained a single nucleotide polymorphism(SNP)that led to the formation of a premature stop codon.A codominant derived cleaved amplified polymorphic sequence(dCAPS)marker,MS32D,was developed based on the SNP.Real-time quantitative reverse-transcription PCR showed that most of the genes,which were proposed to be involved in pollen and tapetum development in tomato,were downregulated in the ms32 mutant.These findings may aid in marker-assisted selection of ms32 in hybrid breeding programs and facilitate studies on the regulatory mechanisms of pollen and tapetum development in tomato. 展开更多
关键词 STERILE breeding BHLH
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OBV(obscure vein),a C_(2)H_(2)zinc finger transcription factor,positively regulates chloroplast development and bundle sheath extension formation in tomato(Solanum lycopersicum)leaf veins 被引量:1
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作者 Jinghua Lu Chunyang Pan +13 位作者 Xin Li Zejun Huang Jinshuai Shu xiaoxuan wang Xiaoxiao Lu Feng Pan Junling Hu Hui Zhang Wenyue Su Min Zhang Yongchen Du Lei Liu Yanmei Guo Junming Li 《Horticulture Research》 SCIE 2021年第1期3228-3241,共14页
Leaf veins play an important role in plant growth and development,and the bundle sheath(BS)is believed to greatly improve the photosynthetic efficiency of C_(4) plants.The OBV mutation in tomato(Solanum lycopersicum)r... Leaf veins play an important role in plant growth and development,and the bundle sheath(BS)is believed to greatly improve the photosynthetic efficiency of C_(4) plants.The OBV mutation in tomato(Solanum lycopersicum)results in dark veins and has been used widely in processing tomato varieties.However,physiological performance has difficulty explaining fitness in production.In this study,we confirmed that this mutation was caused by both the increased chlorophyll content and the absence of bundle sheath extension(BSE)in the veins.Using genome-wide association analysis and map-based cloning,we revealed that OBV encoded a C_(2)H_(2) L domain class transcription factor.It was localized in the nucleus and presented cell type-specific gene expression in the leaf veins.Furthermore,we verified the gene function by generating CRISPR/Cas9 knockout and overexpression mutants of the tomato gene.RNA sequencing analysis revealed that OBV was involved in regulating chloroplast development and photosynthesis,which greatly supported the change in chlorophyll content by mutation.Taken together,these findings demonstrated that OBV affected the growth and development of tomato by regulating chloroplast development in leaf veins.This study also provides a solid foundation to further decipher the mechanism of BSEs and to understand the evolution of photosynthesis in land plants. 展开更多
关键词 EXTENSION (2) VEINS
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Epithelial cells mimic immune cells: a novel path toward tumor immunotherapy
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作者 Ruining Gong Yan Huang +3 位作者 xiaoxuan wang Xiaobing Chen Zibin Tian He Ren 《Cancer Biology & Medicine》 SCIE CAS CSCD 2021年第4期937-939,共3页
Recently,we have shown that FOXP3,a critical transcription factor in regulatory T cells(Tregs),is expressed in pancreatic epithelial cells,and restrain the activity of CD8+T cells by upregulating PD-L1,which in turn r... Recently,we have shown that FOXP3,a critical transcription factor in regulatory T cells(Tregs),is expressed in pancreatic epithelial cells,and restrain the activity of CD8+T cells by upregulating PD-L1,which in turn regulates immune escape in pancreatic ductal adenocarcinoma(PDAC)^(1).On the basis of a series of studies of our laboratory,we hypothesize that a subset of pancreatic epithelial cells mimics the phenotype and function of Tregs(named quasi-Tregs or qTregs);this concept has been supported by a peer-reviewed commentary^(2).Moreover,evidence suggests that tumor epithelial cells can mimic other types of immune cells and participate in the formation of a tumor immunosuppressive microenvironment(TIM). 展开更多
关键词 IMMUNE TUMOR ADENOCARCINOMA
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Echinatin inhibits tumor growth and synergizes with chemotherapeutic agents against human bladder cancer cells by activating p38 and suppressing Wnt/β-catenin pathways
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作者 xiaoxuan wang Lijuan Luo +9 位作者 Jingtao Xu Qiuping Lu Haichao Xia Yanran Huang Lulu Zhang Liping Xie Habu Jiwa Shiqiong Liang Xiaoji Luo Jinyong Luo 《Genes & Diseases》 SCIE CSCD 2024年第2期1050-1065,共16页
Bladder cancer (BC) is one of the most common malignant tumors in the urinary system.Due to the poor prognosis and high mortality rate of the disease,it is urgent to develop new drugs with high efficacy and low toxici... Bladder cancer (BC) is one of the most common malignant tumors in the urinary system.Due to the poor prognosis and high mortality rate of the disease,it is urgent to develop new drugs with high efficacy and low toxicity to treat BC.Echinatin (Ecn) is a bioactive natural flavonoid oflicorice that has attracted special attention for its promising anti-tumor potential.Herein,we explored the inhibitory effects of Echinatin on BC cells and probed the possible molecular mechanism.We found that Ecnin vitro inhibited the proliferation,migration,and invasion,arrested the cell cycle at the G2/M phase,and promoted apoptosis in BC cells.Besides,Ecn had no notable cytotoxicity towards human normal cells.We subsequently confirmed that Ecn restrained xenograft tumor growth and metastasis of BC cells in vivo .Mechanistically,Ecn activated the p38 signaling pathway but inactivated the Wnt/β-catenin signaling pathway,while over-expression of β-catenin and the p38 inhibitor both attenuated the inhibitory effects of Ecn on BC cells.Remarkably,Ecn combined with cisplatin (DDP) or gemcitabine (Gem) had synergistic inhibitory effects on BC cells.In summary,our results validate that Ecn inhibits the tumor growth of human BC cells via p38 and Wnt/β-catenin signaling pathways.More meaningfully,our results suggest a potential strategy to enhance DDP- or Gem-induced inhibitory effects on BC cells by combining with Ecn. 展开更多
关键词 Bladder cancer Combination chemotherapy Echinatin P38 WNT/Β-CATENIN
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牙周加速成骨正畸技术辅助治疗骨性类错合1例 被引量:1
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作者 曾宇 朱宁静 +3 位作者 刘杨若萱 王晓璇 熊晖 曹正国 《中国口腔医学继续教育杂志》 2023年第1期25-38,共14页
目的本病例报道1例改良的牙周加速成骨正畸(periodontally accelerated osteogenic orthodontics,PAOO)技术于骨性Ⅱ类错牙合畸形患者正畸正颌联合治疗中的辅助应用。诊治经过:在明确诊断及患者知情同意后,对患者进行正畸—正颌联合治... 目的本病例报道1例改良的牙周加速成骨正畸(periodontally accelerated osteogenic orthodontics,PAOO)技术于骨性Ⅱ类错牙合畸形患者正畸正颌联合治疗中的辅助应用。诊治经过:在明确诊断及患者知情同意后,对患者进行正畸—正颌联合治疗。正畸去代偿前行改良的PAOO术式,包括保留龈乳头切口,全厚瓣翻开,牙根间骨皮质切开,填充骨移植材料但不放置屏障膜材料,以及改良的缝合方法。正畸去代偿后行正颌手术,且正颌术后进行术后正畸治疗。结果PAOO术后17月,正畸去代偿结束时,临床疗效稳定,术区唇侧牙槽骨厚度增加,角化龈宽度增加,未见明显牙龈退缩及严重牙周炎症。结论PAOO在正畸正颌治疗中的辅助应用能一定程度上改善患者的牙周表型,减少牙龈退缩、牙槽骨骨开窗、骨开裂等牙周并发症的风险。 展开更多
关键词 牙周加速成骨正畸 骨皮质切开术 硬组织增量 正畸-正颌联合治疗 骨性Ⅱ类错牙合畸形
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Metagenomic insights into responses of microbial population and key functional genes to fulvic acid during partial nitritation 被引量:1
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作者 Li Zhang Shuang Lan +6 位作者 Quanhao Dou Shiwei Hao Yueping wang xiaoxuan wang Ruoyan Zhang Yongzhen Peng Jiachun Yang 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2023年第2期952-962,共11页
The long-term impact of fulvic acid(FA)on partial nitritation(PN)systemwas initially examined in this study.The obtained results revealed that the FA lower than 50 mg/L had negligible effect on the nitrite accumulatio... The long-term impact of fulvic acid(FA)on partial nitritation(PN)systemwas initially examined in this study.The obtained results revealed that the FA lower than 50 mg/L had negligible effect on the nitrite accumulation rate(NAR nearly 100%)and ammonium removal rate(ARR 56.85%),while FA over 50 mg/L decreased ARR from 56.85%to 0.7%.Sludge characteristics analysis found that appropriate FA(<50 mg/L)exposure promoted the settling performance and granulation of PN sludge by removing Bacteroidetes and accumulating Chloroflexi.The analysis of metagenomics suggested that the presence of limited FA(0-50 mg/L)stimulated the generation of NADH,which favors the denitrification and nitrite reduction.The negative impact of FA on the PN system could be divided into two stages.Initially,limited FA(50-120 mg/L)was decomposed by Anaerolineae to stimulate the growth and propagation of heterotrophic bacteria(Thauera).Increasing heterotrophs competed with AOB(Nitrosomonas)for dissolved oxygen,causing AOB to be eliminated and ARR to declined.Subsequently,when FA dosage was over 120 mg/L,Anaerolineae were inhibited and heterotrophic bacteria reduced,resulting in the abundance of AOB recovered.Nevertheless,the ammonium transformation pathway was suppressed because genes amoABC and hao were obviously reduced,leading to the deterioration of reactor performance.Overall,these results provide theoretical guidance for the practical application of PN for the treatment of FA-containing sewage. 展开更多
关键词 Partial nitritation Fulvic acid Microbial community Functional genes METAGENOMIC
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High-performance self-powered ultraviolet to near-infrared photodetector based on WS_(2)/InSe van der Waals heterostructure 被引量:1
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作者 Jinping Chen Zhen Zhang +11 位作者 Yi Ma Jiying Feng Xiaoyu Xie xiaoxuan wang Aoqun Jian Yuanzheng Li Zhuxin Li Heng Guo Yizhi Zhu Qiannan Cui Zengliang Shi Chunxiang Xu 《Nano Research》 SCIE EI CSCD 2023年第5期7851-7857,共7页
van der Waals heterostructures(vdWHs)based on two-dimensional(2D)materials without the crystal lattice matching constraint have great potential for high-performance optoelectronic devices.Herein,a WS_(2)/InSe vdWH pho... van der Waals heterostructures(vdWHs)based on two-dimensional(2D)materials without the crystal lattice matching constraint have great potential for high-performance optoelectronic devices.Herein,a WS_(2)/InSe vdWH photodiode is proposed and fabricated by precisely stacking InSe and WS_(2)flakes through an all-dry transfer method.The WS_(2)/InSe vdWH forms an n–n heterojunction with strong built-in electric field due to their intrinsic n-type semiconductor characteristics and energy-band alignments with a large Fermi level offset between WS_(2)and InSe.As a result,the device displays excellent photovoltaic behavior with a large open voltage of 0.47 V and a short-circuit current of 11.7 nA under 520 nm light illumination.Significantly,a fast rising/decay time of 63/76μs,a large light on/off ratio of 105,a responsivity of 61 mA/W,a high detectivity of 2.5×10^(11) Jones,and a broadband photoresponse ranging from ultraviolet to near-infrared(325–980 nm)are achieved at zero bias.This study provides a strategy for developing high-performance self-powered broadband photodetectors based on 2D materials. 展开更多
关键词 two-dimensional materials van der Waals heterostructure self-powered photodetector PHOTOCURRENT
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Construction of defect-containing UiO-66/MoSe_(2) heterojunctions with superior photocatalytic performance for wastewater treatment and mechanism insight
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作者 Xiao Han xiaoxuan wang +6 位作者 Jiafang wang Yingjie Xie Cuiwei Du Chongfei Yu Jinglan Feng Jianhui Sun Shuying Dong 《Frontiers of Chemical Science and Engineering》 SCIE EI CSCD 2023年第4期449-459,共11页
Metal-organic frameworks are recognized as promising multifunctional materials,especially metal-organic framework-based photocatalysts,which are considered to be ideal photocatalytic materials.Herein,a new type of UiO... Metal-organic frameworks are recognized as promising multifunctional materials,especially metal-organic framework-based photocatalysts,which are considered to be ideal photocatalytic materials.Herein,a new type of UiO-66/MoSe_(2) composite was prepared using the solvothermal method.The optimum composite was selected by adjusting the mass ratio of UiO-66 and MoSe_(2).X-ray diffraction analysis showed that the mass ratio influenced the crystal plane exposure rate of the composite,which may have affected its photocatalytic performance.The composite is composed of ultra-thin flower-like MoSe_(2) that wrapped around cubic UiO-66,a structure that increases the abundance of active sites for reactions and is more conducive to the separation of carriers.The photocatalytic properties of the composite were evaluated by measuring the degradation rate of Rhodamine B and the catalyst’s ability to reduce Cr(VI)-containing wastewater under visible light irradiation.Rhodamine B was decolorized completely in 120 min,and most of the Cr(VI)was reduced within 150 min.The photochemical mechanism of the complex was studied in detail.The existence of Mo^(6+)and oxygen vacancies,in addition to the Z-type heterojunction promote the separation of electrons and holes,which enhances the photocatalytic effect. 展开更多
关键词 UiO-66 MoSe_(2) PHOTOCATALYSIS dye-containing wastewater heavy metal wastewater oxygen vacancies
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The effect of lateral growth of self-assembled GaN microdisks on UV lasing action
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作者 Zhiwei Si Zongliang Liu +9 位作者 xiaoxuan wang Chunxiang Xu Wei Lin xiaoxuan Luo Feng Li Xiaoming Dong Shunan Zheng Xiaodong Gao Jianfeng wang Ke Xu 《Nano Research》 SCIE EI CSCD 2023年第8期11096-11106,共11页
There are significant differences in the extent of impurity incorporation on different crystallographic directions of GaN microstructures,and the impurity-related deep energy level behavior will have a significant imp... There are significant differences in the extent of impurity incorporation on different crystallographic directions of GaN microstructures,and the impurity-related deep energy level behavior will have a significant impact on device performance.However,a comprehensive understanding of the effect of lateral growth on device performance has not been achieved due to the lack of comprehensive spatial distribution characterization of the optical behavior and impurity incorporation in GaN microstructures.We present a comprehensive study of the optical behavior and growth mechanism of self-assembled GaN microdisks using nanoscale spatially resolved cathodoluminescence(CL)mapping.We have found a clear growth orientation-dependent optical behavior of the lateral and vertical growth sectors of self-assembled GaN microcrystals.The lateral growth sector,i.e.,the{101¯1}-growth sector,forms six side facets of the microdisk and shows significant near-bandgap emission(NBE)and weak deep energy level luminescence.Cavity effect enhanced emission was found for the first time in such a truncated hexagonal Na-flux GaN microdisk system with an ultra-smooth surface(Ra<0.7 nm)and low stress.The self-assembled microdisk shows significant ultraviolet(UV)lasing action(main lasing peak wavelength 370.9 nm,quality factor 1278,threshold 6×10^(4)μJ/cm^(2))under pulsed optical pumping.We believe that the appearance of UV lasing action may be related to the light limitation on the six side facets of the lateral growth of the GaN microdisk,the high structural quality,the low content of deep energy level defects,the low surface roughness,and the low stress. 展开更多
关键词 homogeneous lateral epitaxy spatially resolved cathodoluminescence deep energy level GaN microdisk LASING
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Improved design and test of flexible cotton stalks puller
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作者 Jialin Cai Jiaxi Zhang +2 位作者 Gang Guo Zebin Gao xiaoxuan wang 《International Journal of Agricultural and Biological Engineering》 SCIE 2023年第3期78-84,共7页
In Xinjiang,in the process of whole stalk harvesting of cotton stalks,there is a problem that the cotton stalks are easily pulled off,and there is an urgent need to develop flexible stalk-pulling machines.Through lite... In Xinjiang,in the process of whole stalk harvesting of cotton stalks,there is a problem that the cotton stalks are easily pulled off,and there is an urgent need to develop flexible stalk-pulling machines.Through literature,patent summary,and field research,it is found that domestic researchers have designed many kinds of machines for the problem of easy breaking of cotton stalks,but there is no flexible cotton stalk-pulling machine for the time being.In this study,two flexible cotton stalk-pulling machines were intended to address the problem of easy breakage of cotton stalks.On the basis of the first-generation machine,the design of the second-generation machine was improved.In order to further improve the operational performance of the flexible cotton stalks pulling tools,the operational mechanism of the core working parts of the tools was analyzed and a comparative test was done in a large field.Analysis and the comparative tests proved that improving the clamping working stroke s of the stalk-pulling components can effectively reduce the cotton stalks leakage rate.By using a flexible clamping process,a part of the deformation of cotton stalks can be transferred to the flexible material.To a certain extent,the deformation length L of the contact surface between the cotton stalk and the stalk pulling part is reduced,and the deformation displacementΔy is correspondingly lower.The toughness of the cotton stalk is not significantly decreased and the cotton stalk does not break easily.The improved second-generation machine has a 3.67% to 3.79% lower cotton stalks leakage rate and a 5.65% to 6.30% lower cotton stalks breakage rate than the first-generation machine.As the land in Xinjiang is clay soil,soil bonding to cotton stalks pulling force F2 is larger,resulting in cotton stalks being more difficult to be pulled out of the machine at once.The test proved that the improved second-generation implements had a significant improvement in the cotton stalk-pulling effect because of the subsequent pulling interval CD.The test results verify the analysis results and the research results can provide a theoretical basis for the subsequent structural improvement and performance enhancement of the flexible cotton stalk-pulling machine,which is of reference significance for solving the problem that the cotton stalks are easily pulled and broken in Xinjiang,China. 展开更多
关键词 agricultural machinery flexible material optimized design verification test cotton stalks puller
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一种基于列计算的空间并置模式挖掘方法 被引量:2
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作者 杨培忠 王丽珍 +1 位作者 王晓璇 周丽华 《中国科学:信息科学》 CSCD 北大核心 2022年第6期1053-1068,共16页
空间并置(co-location)模式挖掘旨在发现空间特征间的关联关系.一个并置模式是空间特征集合的子集,它们的实例在空间中频繁并置出现.传统的并置模式挖掘方法大多基于表实例计算模式的并置程度,但表实例的生成和存储将导致巨大的时间、... 空间并置(co-location)模式挖掘旨在发现空间特征间的关联关系.一个并置模式是空间特征集合的子集,它们的实例在空间中频繁并置出现.传统的并置模式挖掘方法大多基于表实例计算模式的并置程度,但表实例的生成和存储将导致巨大的时间、空间消耗.针对这一问题,本文提出了一种基于列计算的空间并置模式挖掘方法,不再生成表实例,只需要搜索模式的参与实例.为了加速参与实例搜索,设计了实例搜索空间剪枝、候选参与实例验证、频繁性提前感知等优化策略.在此基础上,提出了CPM-Col算法,讨论了算法的复杂度、正确性和完备性.在真实和模拟数据集上进行了大量实验,实验结果表明,本文提出的算法比其他7个baseline算法具有更好的性能和可扩展性,特别地,CPM-Col算法的效率提升达到数倍至数个量级.此外,实验验证了本文提出的优化策略的有效性. 展开更多
关键词 空间数据挖掘 并置模式 列计算 搜索算法 剪枝技术
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氧化锌微腔激光的模式调控
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作者 石增良 王茹 +3 位作者 刘威 卢俊峰 王潇璇 徐春祥 《科学通报》 EI CAS CSCD 北大核心 2020年第25期2691-2707,共17页
振荡模式的调控与单模激光的实现是微腔激光器走向实际应用所需解决的关键问题.本文从微腔模式的基本理论出发,按不同的调控机理梳理了ZnO微腔激光在模式调控方面的主要进展.首先,阐述了分布布拉格反射(DBR)或分布反馈(DFB)结构、腔体... 振荡模式的调控与单模激光的实现是微腔激光器走向实际应用所需解决的关键问题.本文从微腔模式的基本理论出发,按不同的调控机理梳理了ZnO微腔激光在模式调控方面的主要进展.首先,阐述了分布布拉格反射(DBR)或分布反馈(DFB)结构、腔体尺寸控制、游标效应等传统静态调控方式在ZnO微腔激光模式调控中的结构设计与研究进展;进一步讨论了通过压电、电光等物理效应调制折射率来实现ZnO微腔激光模式的动态调控;最后,综述了表面等离激元效应在实现纳米激光调控方面的最新进展,并系统分析了相关调控手段在ZnO微腔激光模式调控中的优点及存在问题.这些模式调控的方法不仅适用于ZnO紫外激光,同时也为其他材料、其他波段的微腔激光提供了参考. 展开更多
关键词 氧化锌 微腔 紫外激光 模式调控 回音壁模
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Inducible Positive Mutant Screening System to Unveil the Signaling Pathway of Late Blight Resistance 被引量:3
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作者 Zhiqi Jia Yanhonq Cui +3 位作者 Ying Li xiaoxuan wang Yonqchen Du Sanwen Huang 《Journal of Integrative Plant Biology》 SCIE CAS CSCD 2010年第5期476-484,共9页
Late blight is the most devastating potato disease and it also causes serious yield loss in tomato.Several disease resistance genes (R genes) to late blight have been cloned from potato in the past decade.However,the ... Late blight is the most devastating potato disease and it also causes serious yield loss in tomato.Several disease resistance genes (R genes) to late blight have been cloned from potato in the past decade.However,the resistance mechanisms remain elusive.Tomato and potato belong to the botanical family Solanaceace and share remarkably conserved genome structure.Since tomato is a model system in genetic and plant pathology research,we used tomato to develop a powerful mutant screening system that will greatly facilitate the analysis of the signaling pathway of resistance to Phytophthora infestans.First we proved that the R3a transgenic tomatoes developed specific hypersensitive cell death response (HR) to P.infestans strains carrying the corresponding avirulence gene Avr3a,indicating that the signaling pathway from the R3a-Avr3a recognition to HR is conserved between potato and tomato.Second,we generated transgenic tomatoes carrying both R3a and Avr3a genes,with the latter under the control of a glucocorticiod-inducible promoter.Dexamethasone induced expression of Avr3a and resulted in localized HR.This versatile system can be used to construct a mutant library to screen surviving mutants whose resistance signal transduction was interrupted,providing the basis to identify key genes involved in the resistance to late blight in Solanaceae. 展开更多
关键词 晚疫病抗性 信号传导通路 诱导启动子 突变体库 筛选体系 马铃薯晚疫病菌 转基因西红柿 植物病理学
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Winter wheat leaf area index inversion by the genetic algorithms neural network model based on SAR data 被引量:1
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作者 Xiaoping Lu xiaoxuan wang +2 位作者 Xiangjun Zhang Jun wang Zenan Yang 《International Journal of Digital Earth》 SCIE EI 2022年第1期362-380,共19页
The leaf area index(LAI)is an important agroecological physiological parameter affecting vegetation growth.To apply the genetic algorithms neural network model(GANNM)to the remote sensing inversion of winter wheat LAI... The leaf area index(LAI)is an important agroecological physiological parameter affecting vegetation growth.To apply the genetic algorithms neural network model(GANNM)to the remote sensing inversion of winter wheat LAI throughout the growth cycle and based on GaoFen-3 Synthetic aperture radar(GF-3 SAR)images and GaoFen-1 Wide Field of View(GF-1 WFV)images,the Xiangfu District in the east of Kaifeng City,Henan Province,was selected as the testing region.Winter wheat LAI data from five growth stages were combined,and optical and microwave polarization decomposition vegetation index models were used.The backscattering coefficient was extracted by modified water cloud model(MWCM),and the LAI was obtained by MWCM inversion as input factors to construct GANNM to invert LAI.The root mean square error(RMSE)and determination coefficient(R2)were used as evaluation indicators of the model.The fitting accuracy of winter wheat LAI in five growth stages by GANNM inversion was better than that of the BP neural network model;the R2 was higher than 0.8,and RMSE was lower than 0.3,indicating that the model could accurately invert the growth status of winter wheat in five growth stages. 展开更多
关键词 Leaf area index(LAI) GF-3 BP neural network model(BPNNM) genetic algorithms neural network model winter wheat
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HOXC8: a predictive glioma biomarker that induces epithelia-mesenchymal transition 被引量:1
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作者 Tingyu Liang xiaoxuan wang +3 位作者 Peiliang Li Yang Cao Enshan Feng Gan You 《Chinese Neurosurgical Journal》 CSCD 2018年第4期182-188,共7页
Background: The transcription factor Homeobox C8 (HOXC8) is overexpressed and regulates many important genes involved in the proliferation and invasion of many malignant tumors. However, the function of HOXC8 in gliom... Background: The transcription factor Homeobox C8 (HOXC8) is overexpressed and regulates many important genes involved in the proliferation and invasion of many malignant tumors. However, the function of HOXC8 in gliomas remains unclear. Method: Based on the Chinese Glioma Genome Atlas (CGGA) set, HOXC8 expression is negatively correlated with overall survival (OS). Small interfering RNA (si-HOXC8) was used to downregulate the mRNA and protein expression levels of HOXC8 to assess glioma cell proliferation, migration and invasion. Results: Patients with higher HOXC8 levels showed poorer prognosis. DAVID analysis results indicated that HOXC8 was related to cell cycle, cell adhesion and immune response. In U251 and LN229 glioma cells treated with small interfering RNA for HOXC8 (si-HOXC8) for gene knockdown, significantly lower cell capacity of growth, migration and invasion was observed. Moreover, HOXC8 knockdown could reduce the protein expression of classical epithelial mesenchymal transition (EMT) related markers. Conclusion: HOXC8 may play an important role in glioma proliferation, migration and invasion. These findings indicated that HOXC8 may constitute a novel target for glioma treatment. 展开更多
关键词 HOXC8 Cell CYCLE Migration INVASION EMT
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SERS-encoded nanocomposites for dual pathogen bioassay
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作者 Yaqi Shan Mingliang wang +7 位作者 Zengliang Shi Milan Lei xiaoxuan wang Fu-Gen Wu Huan-Huan Ran Gowri Manohari Arumugam Qiannan Cui Chunxiang Xu 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2020年第8期161-167,共7页
Surface-enhanced Raman spectroscopy(SERS)has been successfully applied to detect various biomolecules,but it is still in challenge to assay living cells or bacteria sensitively,selectively and quantitatively in comple... Surface-enhanced Raman spectroscopy(SERS)has been successfully applied to detect various biomolecules,but it is still in challenge to assay living cells or bacteria sensitively,selectively and quantitatively in complex environments.In this paper,4-ATP and DTNB are assembled on Ag nanoparticle(NP)-decorated poly(styrene-co-acrylic acid)(PSA)nanospheres and then sealed by silica shells to form sensitive SERS labels based on the localized surface plasmon resonance of Ag NPs and large light scattering cross-sections of PSA nanospheres.They are further developed as encoding tags for dual detection of S.aureus and E.coli after assembling corresponding aptamers,which demonstrate ultralow detection limits of 8 cell L-1 for S.aureus and 2 cell L-1 for E.coli.Such a bioassay indicates a point-of-care strategy of ultrasensitively biomedical detections by encoding specific SERS tags. 展开更多
关键词 SERS PATHOGENS Dual detection Encoded nanocomposites Complex environments
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Automatic segmentation algorithm for high-spatial-resolution remote sensing images based on self-learning super-pixel convolutional network
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作者 Zenan Yang Haipeng Niu +3 位作者 Liang Huang xiaoxuan wang Liangxin Fan Dongyang Xiao 《International Journal of Digital Earth》 SCIE EI 2022年第1期1101-1124,共24页
Super-pixel algorithms based on convolutional neural networks with fuzzy C-means clustering are widely used for high-spatial-resolution remote sensing images segmentation.However,this model requires the number of clus... Super-pixel algorithms based on convolutional neural networks with fuzzy C-means clustering are widely used for high-spatial-resolution remote sensing images segmentation.However,this model requires the number of clusters to be set manually,resulting in a low automation degree due to the complexity of the iterative clustering process.To address this problem,a segmentation method based on a self-learning super-pixel network(SLSP-Net)and modified automatic fuzzy clustering(MAFC)is proposed.SLSP-Net performs feature extraction,non-iterative clustering,and gradient reconstruction.A lightweight feature embedder is adopted for feature extraction,thus expanding the receiving range and generating multi-scale features.Automatic matching is used for non-iterative clustering,and the overfitting of the network model is overcome by adaptively adjusting the gradient weight parameters,providing a better irregular super-pixel neighborhood structure.An optimized density peak algorithm is adopted for MAFC.Based on the obtained super-pixel image,this maximizes the robust decision-making interval,which enhances the automation of regional clustering.Finally,prior entropy fuzzy C-means clustering is applied to optimize the robust decision-making and obtain the final segmentation result.Experimental results show that the proposed model offers reduced experimental complexity and achieves good performance,realizing not only automatic image segmentation,but also good segmentation results. 展开更多
关键词 Deep convolution neural network model super-pixel algorithm automatic fuzzy clustering prior entropy fuzzy C-Means clustering algorithm remote sensing images
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