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基于Cascade R-CNN的风电叶片表面缺陷检测方法 被引量:1
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作者 毛颖杰 勾越 《微特电机》 2025年第5期85-88,共4页
风电叶片作为风力发电机组的关键部件,其表面缺陷的检测对于确保风电机组的稳定运行和延长使用寿命至关重要。传统的人工检测方法效率低、易受人为因素影响,提出了一种基于Cascade R-CNN的风电叶片表面缺陷检测方法。通过高分辨率无人... 风电叶片作为风力发电机组的关键部件,其表面缺陷的检测对于确保风电机组的稳定运行和延长使用寿命至关重要。传统的人工检测方法效率低、易受人为因素影响,提出了一种基于Cascade R-CNN的风电叶片表面缺陷检测方法。通过高分辨率无人机拍摄风电叶片表面图像,获取高质量的检测数据。采用Cascade R-CNN模型,该模型通过级联结构逐步提升检测精度,能够有效识别不同尺度的缺陷,如裂纹、划痕和腐蚀等常见损伤。为了提高模型的鲁棒性和泛化能力,采用了特征增强技术和多尺度特征融合方法,增强了模型对不同尺度和复杂特征的敏感度。通过数据扩充技术(如旋转、平移和缩放等变换)增加了训练样本的多样性,从而进一步提升了模型对不同光照、背景以及缺陷类型的适应能力。实验结果表明,该方法在平均精度(AP)上达到88.2%,在平均召回率(AR)上达到75.9%,显著优于传统检测方法,展示了更高的检测精度和效率。该方法不仅提升了风电叶片缺陷检测的精度和效率,也为风电叶片的智能化监控提供了有力的技术支持。 展开更多
关键词 风电叶片 缺陷检测 cascade R-CNN 目标检测 深度学习
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Natural products based on Correa's cascade for the treatment of gastric cancer trilogy:Current status and future perspective 被引量:3
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作者 Wenhao Liao Jing Wang Yuchen Li 《Journal of Pharmaceutical Analysis》 2025年第2期325-341,共17页
Gastric carcinoma(GC)is a malignancy with multifactorial involvement,multicellular regulation,and multistage evolution.The classic Correa's cascade of intestinal GC specifies a trilogy of malignant transformation ... Gastric carcinoma(GC)is a malignancy with multifactorial involvement,multicellular regulation,and multistage evolution.The classic Correa's cascade of intestinal GC specifies a trilogy of malignant transformation of the gastric mucosa,in which normal gastric mucosa gradually progresses from inactive or chronic active gastritis(Phase I)to gastric precancerous lesions(Phase II)and finally to GC(Phase III).Correa's cascade highlights the evolutionary pattern of GC and the importance of early intervention to prevent malignant transformation of the gastric mucosa.Intervening in early gastric mucosal lesions,i.e.,Phases I and II,will be the key strategy to prevent and treat GC.Natural products(NPs)have been an important source for drug development due to abundant sources,tremendous safety,and multiple pharmacodynamic mechanisms.This review is the first to investigate and summarize the multi-step effects and regulatory mechanisms of NPs on the Correa's cascade in gastric carcinogenesis.In Phase I,NPs modulate Helicobacter pylori urease activity,motility,adhesion,virulence factors,and drug resistance,thereby inhibiting H.pylori-induced gastric mucosal inflammation and oxidative stress,and facilitating ulcer healing.In Phase II,NPs modulate multiple pathways and mediators regulating gastric mucosal cell cycle,apoptosis,autophagy,and angiogenesis to reverse gastric precancerous lesions.In Phase III,NPs suppress cell proliferation,migration,invasion,angiogenesis,and cancer stem cells,induce apoptosis and autophagy,and enhance chemotherapeutic drug sensitivity for the treatment of GC.In contrast to existing work,we hope to uncover NPs with sequential therapeutic effects on multiple phases of GC development,providing new ideas for gastric cancer prevention,treatment,and drug development. 展开更多
关键词 Atrophic gastritis Correa's cascade DYSPLASIA Gastric carcinoma Helicobacter pylori Gastric precancerous lesions Intestinal metaplasia Natural products
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High peak power mini-array quantum cascade lasers operating in pulsed mode 被引量:1
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作者 Yuhang Zhang Yupei Wang +6 位作者 Xiaoyue Luo Chenhao Qian Yang Cheng Wu Zhao Fangyuan Sun Jun Wang Zheng-Ming Sun 《Chinese Physics B》 2025年第1期339-342,共4页
Broad area quantum cascade lasers(BA QCLs)have significant applications in many areas,but suffer from demanding pulse operating conditions and poor beam quality due to heat accumulation and generation of high order mo... Broad area quantum cascade lasers(BA QCLs)have significant applications in many areas,but suffer from demanding pulse operating conditions and poor beam quality due to heat accumulation and generation of high order modes.A structure of mini-array is adopted to improve the heat dissipation capacity and beam quality of BA QCLs.The active region is etched to form a multi-emitter and the channels are filled with In P:Fe,which acts as a lateral heat dissipation channel to improve the lateral heat dissipation efficiency.A device withλ~4.8μm,a peak output power of 122 W at 1.2%duty cycle with a pulse of 1.5μs is obtained in room temperature,with far-field single-lobed distribution.This result allows BA QCLs to obtain high peak power at wider pump pulse widths and higher duty cycle conditions,promotes the application of the mid-infrared laser operating in pulsed mode in th e field of standoff photoacoustic chemical detection,space optical communication,and so on. 展开更多
关键词 quantum cascade laser mini-array thermal management
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基于改进Cascade R-CNN的酒液杂质检测算法 被引量:1
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作者 郑明钊 赵润程 +2 位作者 张高毓 樊旭 司凯 《广东通信技术》 2025年第1期62-68,共7页
瓶装白酒中存在杂质会影响产品质量,目前已有基于机器视觉的杂质检测方法。为提升基于机器视觉的检测方法的精度,提出了一种改进的Cascade R-CNN算法用于自动检测酒液中的杂质。该方法采用Cascade R-CNN的基础架构,通过在骨干网络中引入... 瓶装白酒中存在杂质会影响产品质量,目前已有基于机器视觉的杂质检测方法。为提升基于机器视觉的检测方法的精度,提出了一种改进的Cascade R-CNN算法用于自动检测酒液中的杂质。该方法采用Cascade R-CNN的基础架构,通过在骨干网络中引入DCN v2以增强模型捕捉酒液杂质关键特征的能力;应用Libra R-CNN的平衡特征金字塔(BFP)以平衡候选区域的特征质量,为训练提供更提供更丰富的特征表示;使用InstaBoost进行数据增强,通过随机改变小目标实例的位置和大小来增加训练数据的多样性。通过与Faster R-CNN算法的对比实验结果分析,改进后的Cascade R-CNN算法相较于Faster R-CNN算法的AP值(平均精度)有明显的提升;改进后的Cascade R-CNN算法相较于Cascade R-CNN算法BaseLine的AP值有明显提升。因此,该研究提出的改进Cascade R-CNN算法针对酒液杂质的检测精度的提升是有效的。 展开更多
关键词 cascade R-CNN 小目标检测 DCN v2 BFP InstaBoost
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Structural design of a wide-ridge mid-wave infrared quantum cascade laser based on a supersymmetric waveguide
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作者 DU Shu-Hao ZHENG Xian-Tong +7 位作者 JIA Han CUI Jin-Tao ZHANG Shi-Ya LIU Yuan FENG Yu-Lin ZHANG Chun-Qian LIU Ming ZHANG Dong-Liang 《红外与毫米波学报》 北大核心 2025年第3期452-458,共7页
In the process of power scaling large-area Quantum Cascade Lasers(QCLs),challenges such as degradation of beam quality and emission of multilobed far-field modes are frequently encountered.These issues become particul... In the process of power scaling large-area Quantum Cascade Lasers(QCLs),challenges such as degradation of beam quality and emission of multilobed far-field modes are frequently encountered.These issues become particularly pronounced with an increase in ridge width,resulting in multimode problems.To tackle this,an innovative multi ridge waveguide structure based on the principle of supersymmetry(SUSY)was proposed.This structure comprises a wider main waveguide in the center and two narrower auxiliary waveguides on either side.The high-order modes of the main waveguide are coupled with the modes of the auxiliary waveguides through mode-matching design,and the optical loss of the auxiliary waveguides suppresses these modes,thereby achieving fundamental mode lasing of the wider main waveguide.This paper employs the finite difference eigenmode(FDE)method to perform detailed structural modeling and simulation optimization of the 4.6μm wavelength quantum cascade laser,successfully achieving a single transverse mode QCL with a ridge width of 10μm.In comparison to the traditional single-mode QCL(with a ridge width of about 5μm),the MRW structure has the potential to increase the gain area of the laser by 100%.This offers a novel design concept and methodology for enhancing the single-mode luminous power of mid-infrared quantum cascade lasers,which is of considerable significance. 展开更多
关键词 quantum cascade laser mode competition SUPERSYMMETRY MID-INFRARED auxiliary waveguides
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Study on the phytoplankton community structure and its driving factors in Furong Creek during spring and autumn under the influence of cascade weirs
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作者 REN Jiangshan YU Jun +2 位作者 LI Jingjuan LYU Jianzhang WANG Xiaogang 《水利水电技术(中英文)》 北大核心 2025年第3期171-185,共15页
[Objective]The construction of weirs changes the hydraulic characteristics of rivers and affects the structure of phytoplankton communities and the health of aquatic ecosystems in the river.This study aims to explore ... [Objective]The construction of weirs changes the hydraulic characteristics of rivers and affects the structure of phytoplankton communities and the health of aquatic ecosystems in the river.This study aims to explore the nonlinear response relationship between phytoplankton community structure and its driving factors in spring and autumn in Furong Creek under the construction of cascade weirs.[Methods]The structure of phytoplankton communities and related environmental factors were investigated in Furong Creek from 2023 to 2024.This study focused on the analysis of the changes of nutrient concentrations and biomass of phytoplankton in autumn and spring within the same dry season in Furong Creek.Redundancy analysis was used to identify the key factors influencing the structure of phytoplankton communities.The MIKE 11 model was employed to simulate the hydrodynamic changes in the river.Combined with total nitrogen and permanganate index,a GAM model of phytoplankton diversity index and hydrodynamic factors was developed,and the change of phytoplankton diversity after the optimized layout of the cascade weirs was fitted.[Results]The result showed that the annual average value of Shannon-Wiener diversity index of phytoplankton in Furong Creek was 2.79,which was in a state of mild pollution.A total of 239 species from 95 genera in 8 phyla were identified.Among the phytoplankton,Chlorophyta was the dominant group throughout the year in Furong Creek,followed by Bacillariophyta and Cyanophyta.The cell abundance of phytoplankton ranged from 3.11 to 20.64 mg/L and from 0.23 to 6.31 mg/L in spring and autumn,which indicated a clear seasonal succession of phytoplankton community structure.Compared with autumn,the relative abundance of Cyanophyta significantly decreased in spring across the whole river section,while Chrysophyta and Dinophyta showed significant increase at some monitoring sites,leading to water bloom phenomenon and a noticeable decline in the diversity of phytoplankton.The dominant species in the water bodies throughout the year were Cyclotella catenata,Chlorella vulgaris,Scenedesmus bijuga,Scenedesmus quadricauda,Chroomonas acuta,Cryptomonas ovata,and Cryptomonas erosa.Redundancy analysis(RDA)showed that hydrodynamic factors(v,h)and water environmental factors(TN,COD_(Mn))were the main influencing factors of phytoplankton community structure.[Conclusion]The result show that the nutrient concentration,phytoplankton biomass,and density in Furong Creek in spring are significantly higher than in autumn.The GAM model,constructed by combining hydrodynamic and environmental factors,can effectively reflect the nonlinear relationship between phytoplankton diversity index and its driving factors.In spring,with an increase in nutrient concentration,the habitat conditions of low flow speed and high water depths formed by overflow weirs will lead to a decrease in the Shannon-Wiener index of phytoplankton and an intensified risk of eutrophication.However,a reasonable layout scheme of cascade weirs will improve the diversity of phytoplankton and reduce the risk of eutrophication in the river.The findings of this study can help deepen the understanding of the ecological and environmental effects of cascade weir construction in the river. 展开更多
关键词 cascade weirs MIKE 11 model redundancy analysis GAM model influencing factors
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基于Cascade R-CNN算法的流域梯级电站水情自适应安全预警方法
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作者 戴宏伟 孙卫军 《计算技术与自动化》 2025年第2期147-153,共7页
当前流域梯级电站水情安全预警过程中,只能利用单一的高层特征,虚假警报比较高。因此,提出了基于Cascade R-CNN(级联网络结构)算法的流域梯级电站水情自适应安全预警方法。利用无人机采集流域梯级电站内的水尺图像后,通过直方图均衡化... 当前流域梯级电站水情安全预警过程中,只能利用单一的高层特征,虚假警报比较高。因此,提出了基于Cascade R-CNN(级联网络结构)算法的流域梯级电站水情自适应安全预警方法。利用无人机采集流域梯级电站内的水尺图像后,通过直方图均衡化处理和暗通道去雾处理,加强水尺图像清晰度。运用全局阈值法对水尺图像进行分割,保留目标图像区域。依托于Cascade R-CNN算法,设计包含特征金字塔网络、并行金字塔和多阈值检测器的水尺图像字符识别方法,自动识别出当前流域梯级电站水位情况。对比预先设置的水位阈值,得出水情自适应安全预警结果。实验结果表明:新研究方法预警结果的虚假警报比小于0.1,证明了其优越的水情安全预警能力。 展开更多
关键词 cascade R-CNN 梯级电站 水情 图像处理 水位识别 安全预警
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Synthesis of C2-Spiroindolines Based on the Cascade Reaction of 2-Aryl-3H-indoles with Cyclopropanols
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作者 Xueying Yang Yuanshuang Xu +1 位作者 Xinying Zhang Xuesen Fan 《有机化学》 北大核心 2025年第2期694-706,共13页
A novel synthesis of C2-spiroindoline derivatives based on the cascade reaction of 2-aryl-3H-indoles with cyclo- propanols is presented. The formation of product involves Rh(III)-catalyzed aryl C(sp2)—H bond alkylati... A novel synthesis of C2-spiroindoline derivatives based on the cascade reaction of 2-aryl-3H-indoles with cyclo- propanols is presented. The formation of product involves Rh(III)-catalyzed aryl C(sp2)—H bond alkylation of 2-aryl- 3H-indole, which is followed by intramolecular spiroannulation. In this tandem process, cyclopropanol acts as not only an alkylating agent but also a masked nucleophile to take part in the construction of the spirocyclic scaffold. Meanwhile, air acts as an economical and sustainable oxidant to promote the regeneration of the active catalyst. By using this method, hybrid compounds containing the central scaffolds of some clinical drugs were prepared effectively. In general, this newly developed method has advantages such as easily obtainable substrates, concise synthetic procedure, excellent atom-economy, good compatibility with diverse functional groups and ready scalability. 展开更多
关键词 C2-spiroindolines SYNTHESIS C-H bond activation cascade reaction 2-aryl-3H-indoles CYCLOPROPANOLS
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改进的Cascade R-CNN风力发电机叶片故障检测
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作者 任浩杰 蔡海洋 +1 位作者 杨锦涛 袁祺聪 《能源工程》 2025年第5期36-42,共7页
为解决风力发电机组在极端环境下风机叶片损伤较难检测的问题,进一步提高风力发电机组叶片损伤检测的准确性和效率,提出一种改进的Cascade R-CNN算法。使用专业操作员在风电场操控无人机拍摄的高清叶片图像作为数据集。应用多尺度策略和... 为解决风力发电机组在极端环境下风机叶片损伤较难检测的问题,进一步提高风力发电机组叶片损伤检测的准确性和效率,提出一种改进的Cascade R-CNN算法。使用专业操作员在风电场操控无人机拍摄的高清叶片图像作为数据集。应用多尺度策略和Albu离线数据增强等方法对数据集进行预处理。在Cascade R-CNN目标检测算法中添加路径增强特征金字塔、在线难例挖掘、可变形卷积、空间注意力机制、软非极大值抑制等方法,增强算法的泛化能力和检测精度。改进后的算法将平均检测精度从74.3%提升至83.7%,平均召回率从65.5%提升至76.5%,并在与YOLOv8、Faster R-CNN的对比中展现了优越性。改进后的Cascade R-CNN算法在风力发电机叶片巡检中具有实际可行性和有效性。 展开更多
关键词 cascade R-CNN 目标检测 无人机巡检 叶片损伤 风力发电
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Cascaded metasurfaces for adaptive aberration correction
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作者 Lei Zhang Tie Jun Cui 《Opto-Electronic Advances》 2025年第5期1-3,共3页
Aberration-corrected focus scanning is crucial for high-precision optics,but the conventional optical systems rely on bulky and complicated dynamic correctors.Recently,Shiyi Xiao's group proposed a method using tw... Aberration-corrected focus scanning is crucial for high-precision optics,but the conventional optical systems rely on bulky and complicated dynamic correctors.Recently,Shiyi Xiao's group proposed a method using two rotating cascaded transmissive metasurfaces for adaptive aberration correction in focus scanning.The optimized phase profiles enable precise control of the focal position for scanning custom-curved surfaces.This concept was experimentally validated by two allsilicon meta-devices in the terahertz regime,paving the way for high-precision and compact optical devices in various applications. 展开更多
关键词 precise control focal position optimized phase profiles rotating cascaded transmissive metasurfaces focus scanningthe adaptive aberration correction dynamic correctorsrecentlyshiyi terahertz reg cascaded metasurfaces
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Molecular dynamics simulations of collision cascades in polycrystalline tungsten
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作者 Lixia Liu Mingxuan Jiang +3 位作者 Ning Gao Yangchun Chen Wangyu Hu Hiuqiu Deng 《Chinese Physics B》 2025年第4期468-476,共9页
Using molecular dynamics methods,simulations of collision cascades in polycrystalline tungsten(W)have been conducted in this study,including different primary-knock-on atom(PKA)directions,grain sizes,and PKA energies ... Using molecular dynamics methods,simulations of collision cascades in polycrystalline tungsten(W)have been conducted in this study,including different primary-knock-on atom(PKA)directions,grain sizes,and PKA energies between 1 keV and 150 keV.The results indicate that a smaller grain size leads to more defects forming in grain boundary regions during cascade processes.The impact of high-energy PKA may cause a certain degree of distortion of the grain boundaries,which has a higher probability in systems with smaller grain sizes and becomes more pronounced as the PKA energy increases.The direction of PKA can affect the formation and diffusion pathways of defects.When the PKA direction is perpendicular to the grain boundary,defects preferentially form near the grain boundary regions;by contrast,defects are more inclined to form in the interior of the grains.These results are of great significance for comprehending the changes in the performance of polycrystalline W under the high-energy fusion environments and can provide theoretical guidance for further optimization and application of W-based plasma materials. 展开更多
关键词 collision cascades molecular dynamics simulations TUNGSTEN POLYCRYSTALLINE
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A wavelength interval switchable erbium-doped fiber laser based on cascaded and parallel Lyot filters
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作者 ZHANG Yinghui ZHOU Xuefang LAI Minquan 《Optoelectronics Letters》 2025年第5期257-264,共8页
This study presents the design of an erbium-doped fiber laser(EDFL) featuring switchable wavelength intervals achieved through the implementation of cascaded and parallel Lyot filters. The proposed laser system utiliz... This study presents the design of an erbium-doped fiber laser(EDFL) featuring switchable wavelength intervals achieved through the implementation of cascaded and parallel Lyot filters. The proposed laser system utilizes a cascaded and parallel configuration of three Lyot filters, facilitated by a polarization beam splitter(PBS) for branch switching. The transmission properties of the filter are analyzed through theoretical modeling and experimental validation using the transmission matrix method. The experimental results are found to be consistent with the theoretical predictions, demonstrating the effectiveness of the proposed design. By adjusting the polarization controllers(PCs), the proposed laser can switch between wavelength spacings of 0.46 nm, 0.27 nm, and 0.76 nm, with a maximum optical signal-to-noise ratio(OSNR) of 38 d B. However, the stability of the laser with a 0.27 nm spacing is not high due to wavelength competition. Power fluctuation for 0.46 nm and 0.76 nm intervals is less than 0.93 d B and 0.78 d B in 1 h, with wavelength fluctuation less than 0.068 nm and 0.19 nm, respectively. This EDFL has the advantages of simple structure, great flexibility, and switchability, which can be applied to fiber optic sensing, wavelength division multiplexing(WDM) networks, and other fields that require a very flexible light source. 展开更多
关键词 cascaded parallel lyot filters theoretical modeling transmission matrix method laser system cascaded parallel configuration switchable wavelength intervals branch switching polarization beam splitter pbs
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Leader-Following Consensus for a Class of Nonlinear Cascaded Multi-Agent Systems
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作者 LI Xianda KANG Jianling 《Journal of Donghua University(English Edition)》 2025年第2期213-218,共6页
This paper focuses on the problem of leaderfollowing consensus for nonlinear cascaded multi-agent systems.The control strategies for these systems are transformed into successive control problem schemes for lower-orde... This paper focuses on the problem of leaderfollowing consensus for nonlinear cascaded multi-agent systems.The control strategies for these systems are transformed into successive control problem schemes for lower-order error subsystems.A distributed consensus analysis for the corresponding error systems is conducted by employing recursive methods and virtual controllers,accompanied by a series of Lyapunov functions devised throughout the iterative process,which solves the leaderfollowing consensus problem of a class of nonlinear cascaded multi-agent systems.Specific simulation examples illustrate the effectiveness of the proposed control algorithm. 展开更多
关键词 cascaded multi-agent system distributed control CONSENSUS recursive method
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Artificial cascade biocatalysis for the synthesis of 2-aminocyclohexanols with contiguous stereocenters
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作者 Fei-Xiang Dong Tian Jin +4 位作者 Xiaojuan Yu Hong-Yue Wang Qi Chen Jian-He Xu Gao-Wei Zheng 《Chinese Journal of Catalysis》 2025年第1期345-355,共11页
Chiral cyclic amino alcohols with contiguous stereocenters are key building blocks in the synthesis of bioactive molecules and pharmaceuticals.Artificial cascade biocatalysis represents an attractive method for the sy... Chiral cyclic amino alcohols with contiguous stereocenters are key building blocks in the synthesis of bioactive molecules and pharmaceuticals.Artificial cascade biocatalysis represents an attractive method for the synthesis of chiral molecules bearing multiple stereocenters from readily available materials.Here we reported an artificial cascade biocatalysis comprising an epoxide hydrolase,an alcohol dehydrogenase,and a reductive aminase or an amine dehydrogenase.It can be utilized to access all four stereoisomers of 2-aminocyclohexanol with two contiguous stereocenters in high yields(up to 95%)and excellent stereoselectivity(up to 98%de)starting from readily available cyclohexene oxide without isolation of the intermediates.Additionally,the biocatalytic cascade has been successfully extended to the production of structurally diverse 2-(alkylamino)cyclohexanols by replacing ammonia with different organic amines. 展开更多
关键词 BIOCATALYSIS Enzyme cascade AMINOALCOHOL Reductive aminase Amine dehydrogenase
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Deterministic cascade evolution in coal and gas outbursts:From early acoustic signatures to system-wide failure
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作者 Yang Lei Zhijie Wen +2 位作者 Liang Wang Ting Ren Yujun Zuo 《International Journal of Mining Science and Technology》 2025年第6期975-987,共13页
Coal and gas outbursts constitute a critical hazard in underground mining operations,characterized by rapid transitions from localized instability to catastrophic failure.Understanding the relationship between initial... Coal and gas outbursts constitute a critical hazard in underground mining operations,characterized by rapid transitions from localized instability to catastrophic failure.Understanding the relationship between initial characteristics and final outburst scale remains a fundamental challenge in geomechanics.This study conceptualizes outbursts as deterministic cascade systems through integrated physical simulations combining high-sensitivity infrasound monitoring with energy analysis under controlled gas pressure(0.5–1.0 MPa)and confining stress(5–10 MPa)conditions.Our complementary analytical algorithms—the absolute amplitude integral and predominant period function—revealed characteristic step-wise patterns in outburst development.Quantitative analysis established a robust correlation(R2=0.91)between initial acoustic response and final outburst intensity.Energy analysis demonstrated that gas expansion dominates the outburst process(91.81%–99.09%of total energy),with desorption gas contributing 59.1%–77.7%.Time-frequency analysis showed systematic frequency migration from high(12–15 Hz)to low(4–8 Hz)bands during outburst progression,reflecting hierarchical spatial scale expansion.The concentrated energy release(>20%of total)within initial 0.2 s provides a mechanistic basis for the deterministic nature of outburst evolution.These mechanistic insights establish a quantitative framework for developing physics-based monitoring protocols and risk assessment methodologies applicable to underground coal mining operations. 展开更多
关键词 Coal and gas outburst Energy analysis cascade INFRASOUND Gas desorption
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Nutrients deprivation of biomimetic nanozymes for cascade catalysis triggered and oxidative damage induced tumor eradication
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作者 Yingtao Zhong Ziwen Qiu +5 位作者 Yanmei Li Jiaqi Huang Zhenming Lu Renjiang Kong Ni Yan Hong Cheng 《Chinese Chemical Letters》 2025年第3期351-356,共6页
Deprivation of glucose and lactate provides an effective pathway to terminate the nutrients supplement for tumor growth.In this work,biomimetic nanozymes called m@BGLC are constructed for catalytic tumor inhibition th... Deprivation of glucose and lactate provides an effective pathway to terminate the nutrients supplement for tumor growth.In this work,biomimetic nanozymes called m@BGLC are constructed for catalytic tumor inhibition through nutrients deprivation and oxidative damage induction.Concretely,the catalytic enzymes of glucose oxidase(GOx),lactate oxidase(LOx)and chloroperoxidase(CPO)are precrosslinked with bovine serum albumin(BSA)to construct nanozymes,which are then biomimetic functionalized with cancer cell membrane to prepare m@BGLC.Benefiting from the biomimetic camouflage with homologous cell membrane,m@BGLC inherit homotypic binding and immune escape abilities,facilitating the tumor targeting accumulation and preferable cell internalization for improved drug delivery efficiency.Subsequently,under the cascade catalysis of nanozymes,m@BGLC consume glucose and lactate for tumor starvation therapy through nutrients deprivation,and meanwhile,the resulting hyprochloric acid(HClO)causes an oxidative damage of cells to synergistically inhibit tumor growth.In vitro and in vivo findings demonstrate a robust tumor eradication effect of m@BGLC without obvious adverse reactions via the targeted combination therapy.Such cascade catalytic nanomedicine may inspire the development of sophisticated strategies for tumor combination therapy under unfavorable tumor microenvironments. 展开更多
关键词 Biomimetic nanozymes cascade catalysis Nutrients deprivation Starvation therapy Oxidative damage
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GPIC:A GPU-based parallel independent cascade algorithm in complex networks
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作者 Chang Su Xu Na +1 位作者 Fang Zhou Linyuan Lü 《Chinese Physics B》 2025年第3期20-30,共11页
Independent cascade(IC)models,by simulating how one node can activate another,are important tools for studying the dynamics of information spreading in complex networks.However,traditional algorithms for the IC model ... Independent cascade(IC)models,by simulating how one node can activate another,are important tools for studying the dynamics of information spreading in complex networks.However,traditional algorithms for the IC model implementation face significant efficiency bottlenecks when dealing with large-scale networks and multi-round simulations.To settle this problem,this study introduces a GPU-based parallel independent cascade(GPIC)algorithm,featuring an optimized representation of the network data structure and parallel task scheduling strategies.Specifically,for this GPIC algorithm,we propose a network data structure tailored for GPU processing,thereby enhancing the computational efficiency and the scalability of the IC model.In addition,we design a parallel framework that utilizes the full potential of GPU's parallel processing capabilities,thereby augmenting the computational efficiency.The results from our simulation experiments demonstrate that GPIC not only preserves accuracy but also significantly boosts efficiency,achieving a speedup factor of 129 when compared to the baseline IC method.Our experiments also reveal that when using GPIC for the independent cascade simulation,100-200 simulation rounds are sufficient for higher-cost studies,while high precision studies benefit from 500 rounds to ensure reliable results,providing empirical guidance for applying this new algorithm to practical research. 展开更多
关键词 complex networks information spreading independent cascade model parallel computing GPU
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Electronic thermal conductivity of tungsten-based systems during collision cascade processes
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作者 Jiong-Rong Wang Bi-Cai Pan 《Nuclear Science and Techniques》 2025年第5期167-176,共10页
The thermal conductivity of plasma-facing materials(PFM)exposed to intense radiation is a critical concern for the reliable usage of materials in fusion reactors.However,limited research has been performed regarding t... The thermal conductivity of plasma-facing materials(PFM)exposed to intense radiation is a critical concern for the reliable usage of materials in fusion reactors.However,limited research has been performed regarding the thermal conductivity of structures that rapidly change in a short time during collision cascade processes under irradiation.In this study,we employed the tight-binding(TB)method to investigate the electronic thermal conductivity(κ_(e))of tungsten-based systems during various cascading processes.We found thatκ_(e) values sharply decrease within the initial 0.3 picoseconds and then partially recover at a slow pace;this is closely linked to the evolution of defects and microstructural distortions.The increase in the initial kinetic energy of the primary knock-on atom and the presence of a high concentration of hydrogen atoms further decrease theκ_(e) values.Conversely,higher temperatures have a significant positive effect onκ_(e).Furthermore,the presence of a grain boundary∑5[001](130)substantially reducesκ_(e),whereas the absorption effect of point defects by the grain boundary has little influence onκ_(e) during cascades.Our findings provide a theoretical basis for evaluating changes in the thermal conductivity performance of PFMs during their usage in nuclear fusion reactors. 展开更多
关键词 Electronic thermal conductivity Collision cascade TUNGSTEN Plasma-facing materials Tight-binding calculations
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Adjustment of thalweg longitudinal profiles in response to sediment silting in cascade reservoirs:A case study of the lower Jinsha River
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作者 WANG Suiji 《Journal of Geographical Sciences》 2025年第7期1497-1515,共19页
How the strong segmentation of cascade reservoir dams and the spatiotemporal changes of sediment retention volume affect the river morphology adjustment in the reservoir area is a scientific issue worthy of exploratio... How the strong segmentation of cascade reservoir dams and the spatiotemporal changes of sediment retention volume affect the river morphology adjustment in the reservoir area is a scientific issue worthy of exploration.This study aims to reveal the adjustment mechanism of the thalweg longitudinal profile of cascade reservoirs.This study focuses on the Xiangjiaba and Xiluodu reservoirs located in the lower reaches of the Jinsha River.Utilizing multi-period observational data of thalweg elevation in reservoir reaches both before and after dam construction,the research employs statistical,geomorphological,and sedimentological methodologies to analyze variation characteristics in the measured curves,trend curves,and theoretical fitting curves of the thalweg longitudinal profile.The investigation ultimately reveals two distinct adjustment patterns in the longitudinal profiles of these cascade reservoirs:the concave curve type and the convex curve type.The former is characterized by weak riverbed scouring and silting changed to rapid aggradation in the upstream section of the reservoir area after dam closure,then changed to slow aggradation in the whole reservoir area,which is the common feature of reservoirs that were built earlier and are relatively located in the downstream(such as the Xiangjiaba Reservoir).The latter is characterized by a straight line or concave curve type with weak riverbed scouring and silting before the dam closure changed to a convex curve type with strong siltation after dam closure,which is the characteristic of reservoirs that were built later and are relatively located in the upstream(such as the Xiluodu Reservoir).The adjustment of the cascade reservoir longitudinal profile is controlled by the spatiotemporal changes of the sediment deposition volume and sedimentation rate in the reservoir area,and the alternating changes of the hydrodynamic gradient and regulation mode affect the spatial heterogeneity of the sedimentation rate.The research results are helpful for understanding the adjustment mechanism of the cascade reservoir longitudinal profile in similar areas and have a guiding role in predicting the adjustment trend of the cascade reservoir longitudinal profile without observation data. 展开更多
关键词 cascade reservoirs longitudinal profile adjustment pattern sediment silting lower Jinsha River
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High-power~4.1μm quantum cascade lasers grown by metal-organic chemical vapor deposition
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作者 Chao Wang Chenhao Qian +6 位作者 Yang Cheng Junpu Wang Xiaoyue Luo Yuhang Zhang Wu Zhao Fangyuan Sun Jun Wang 《Chinese Physics B》 2025年第7期334-339,共6页
The authors report the development of aλ~4.1μm quantum cascade laser grown by metal-organic chemical vapor deposition using strain-balanced In Ga As/In Al As materials.A device with a 7.5 mm cavity length and 6.5μm... The authors report the development of aλ~4.1μm quantum cascade laser grown by metal-organic chemical vapor deposition using strain-balanced In Ga As/In Al As materials.A device with a 7.5 mm cavity length and 6.5μm ridge width,bonded to an aluminum nitride heatsink,achieves maximum output powers of 3.4 W at 288 K in pulsed mode and 1.6 W at288 K in continuous-wave(CW)operation,with corresponding maximum wall-plug efficiencies of 14.8%and 9.3%.A kink is observed in the power–current curve under CW operation,which is absent in pulsed operation.Near-field results show that in CW operation,the horizontal beam quality factor M2fluctuates with current,indicating mode instability and highorder lateral mode excitation,while in pulsed mode,the horizontal M2remains stable around 1.3 as the current increases from 1.4 A to 1.9 A. 展开更多
关键词 MID-INFRARED quantum cascade laser metal-organic chemical vapor deposition beam quality
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