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Skyway:Accelerate Graph Applications with a Dual-Path Architecture and Fine-Grained Data Management

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Journal of Computer Science & Technology 2024年第4期39卷 871-894页

作者： Mo Zou ming-Zhe Zhang Ru-Jia Wang xian-He Sun Xiao-Chun Ye Dong-Rui Fan Zhi-Min Tang Institute of Computing Technology Chinese Academy of SciencesBeijing 100190China University of Chinese Academy of Sciences Beijing 100049China Institute of Information Engineering Chinese Academy of SciencesBeijing 100045China Department of Computer Science Illinois Institute of TechnologyChicagoIL 60616U.S.A.

Graph processing is a vital component of many AI and big data ***,due to its poor locality and complex data access patterns,graph processing is also a known performance killer of AI and big data *** this work,we propose to enhance graph processing applications by leveraging fine-grained memory access patterns with a dual-path architecture on top of existing software-based graph *** first identify that memory accesses to the offset,edge,and state array have distinct locality and impact on *** then introduce the Skyway architecture,which consists of two primary components:1)a dedicated direct data path between the core and memory to transfer state array elements efficiently,and 2)a data-type aware fine-grained memory-side row buffer hardware for both the newly designed direct data path and the regular memory hierarchy data *** proposed Skyway architecture is able to improve the overall performance by reducing the memory access interference and improving data access efficiency with a minimal *** evaluate Skyway on a set of diverse algorithms using large real-world *** a simulated fourcore system,Skyway improves the performance by 23%on average over the best-performing graph-specialized hardware optimizations.

关键词： graph application computer architecture memory hierarchy

超声辅助酸水解提取山里红叶中牡荆素的工艺优化

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植物研究 2020年第1期40卷 148-152页

作者：邢文淼陈民冯昌寅孟宪明田梦飞牟璠松罗猛东北林业大学化学化工与资源利用学院

采用正交法优化山里红叶中牡荆素的超声辅助提取工艺。通过盐酸浓度、提取时间、固液比、超声功率、超声温度、乙醇浓度6种影响因素的单因素实验,研究它们与牡荆素提取得率之间的规律趋势;应用正交设计优化试验,研究盐酸浓度、提取时间... 详细信息

采用正交法优化山里红叶中牡荆素的超声辅助提取工艺。通过盐酸浓度、提取时间、固液比、超声功率、超声温度、乙醇浓度6种影响因素的单因素实验,研究它们与牡荆素提取得率之间的规律趋势;应用正交设计优化试验,研究盐酸浓度、提取时间、固液比和超声功率对山里红叶提取牡荆素得率影响大小,并确定最佳提取工艺。研究结果表明:当盐酸浓度为2 mol·L-1、提取时间为40 min,固液比为1∶[KG-*2/3]20、超声功率为500 W、超声温度为50℃、乙醇浓度为50%时,效果最佳,得率为2.603 mg·g-1;盐酸浓度具有较大显著性,且各因素影响顺序为:盐酸浓度>超声功率>提取时间>固液比。

关键词：山里红叶牡荆素提取工艺超声辅助正交试验

基于事件驱动的无人机吊挂系统在线自适应轨迹规划

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控制理论与应用 2024年第5期41卷 817-828页

作者：蔡佳明鲜斌天津大学电气自动化与信息工程学院天津300072

本文针对四旋翼无人机吊挂系统空运过程中负载摆角的非线性最优调节问题,提出了一种基于事件驱动的在线自适应轨迹规划策略.在事件驱动的自适应评价网框架下,利用神经网络的逼近学习能力得到吊挂负载摆动抑制的折现最优控制律.同时结合... 详细信息

本文针对四旋翼无人机吊挂系统空运过程中负载摆角的非线性最优调节问题,提出了一种基于事件驱动的在线自适应轨迹规划策略.在事件驱动的自适应评价网框架下,利用神经网络的逼近学习能力得到吊挂负载摆动抑制的折现最优控制律.同时结合该控制律进一步规划四旋翼无人机的飞行轨迹,实现了对无人机位置的精确调节和吊挂负载摆动的快速抑制,并且显著降低了无人机机载处理器的计算负担.然后采用基于Lyapunov稳定性的分析方法,证明了神经网络输出权值估计误差一致最终有界,并证明了无人机位置跟踪误差和吊挂负载摆动运动的收敛.最后,通过飞行对比实验验证了所提出的轨迹规划策略的有效性.

关键词：轨迹规划事件驱动无人机吊挂系统摆动抑制

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Integrated network pharmacology and metabolomics to explore the mechanisms of Shenzao dripping pill against chronic myocardial ischemia

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Traditional Medicine Research 2024年第11期9卷 12-26页

作者： Jie-Hui Kuang Tao Hu Lu-Yong Zhang Yu-Feng Yao ming-Hua xian Shu-Mei Wang School of Chinese Materia Medica Guangdong Pharmaceutical UniversityGuangzhou 510006China Key Laboratory of Digital Quality Evaluation of Chinese Materia Medica of State Administration of Traditional Chinese Medicine Guangdong Pharmaceutical UniversityGuangzhou 510006China Engineering&Technology Research Center for Chinese Materia Medica Quality of the Universities of Guangdong Province Guangdong Pharmaceutical UniversityGuangzhou 510006China Guangzhou Key Laboratory of Construction and Application of New Drug Screening Model Systems Guangdong Pharmaceutical UniversityGuangzhou 510006China Traditional Chinese Medicine Resource Germplasm Bank Management Center Yunfu 527500China.

Background:Shenzao dripping pill(SZDP)is empirically prescribed for treating cardiac ***,there is a lack of comprehensive knowledge regarding the underlying mechanisms contributing to its therapeutic *** objective of this study is to investigate the underlying mechanism of SZDP against chronic myocardial ischemia(CMI)in a rat ***:In this study,we utilized electrocardiographic and echocardiographic detection along with pathological tissue analysis to evaluate the efficacy of *** integration of network pharmacology and metabolomics was conducted to investigate the *** docking and molecular dynamics simulations were used to validate the binding energy between the compounds of SZDP and the associated ***:The results showed that SZDP was able to improve T wave voltage,reverse CMI abnormalities in ejection fraction and fractional shortening,and restore histopathological heart *** results indicated that disturbances of metabolic profile in CMI rats were partly corrected after SZDP administration,mainly affecting purine metabolism.13-Docosenamide may be the potential metabolic biomarker of the therapeutic application of SZDP for *** network pharmacology and metabolomics,thiopurine S-methyltransferase(TPMT),xanthine dehydrogenase/oxidase(XDH),bifunctional purine biosynthesis protein ATIC(ATIC),and cytochrome p4501A1(CYP1A1)were identified as possible targets of SZDP to exert therapeutic effects by enhancing the metabolic levels of L-Tryptophan,Deoxyribose 1-phosphate and Phosphoribosyl ***:SZDP has a therapeutic effect on CMI by regulating metabolite levels,acting on the targets of TMPT,XDH,ATIC,and CYP1A1,and reducing cardiomyocyte injury and myocardial fibrosis.

关键词： chronic myocardial ischemia metabolomics network pharmacology serum metabolites Shenzao dripping pill

异质污染对316L不锈钢焊缝组织及耐蚀性影响的显色研究

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表面技术 2021年第1期50卷 347-356页

作者：刘宝军程从前曹铁山杨树凯孟宪明赵杰大连理工大学材料科学与工程学院辽宁大连116023 苏州热工研究院有限公司江苏苏州215000 中国汽车技术研究中心有限公司天津300300

目的针对核电站管道焊缝中不明原因显色现象,设计了一种模拟工程现场引入异质污染的情形,研究异质污染对管道焊缝的影响。方法运用邻菲罗啉显色检测法,分别评价了以ER316L焊丝、掺杂了铁丝与铁粉的焊丝以及纯铁丝作为焊丝的316L不锈钢... 详细信息

目的针对核电站管道焊缝中不明原因显色现象,设计了一种模拟工程现场引入异质污染的情形,研究异质污染对管道焊缝的影响。方法运用邻菲罗啉显色检测法,分别评价了以ER316L焊丝、掺杂了铁丝与铁粉的焊丝以及纯铁丝作为焊丝的316L不锈钢焊缝异质铁污染,结合能谱和动电位极化测试,分析了异质铁污染对焊缝组织和耐蚀性的影响。结果焊缝表面大面积持续显色主要为铁氧化物和焊缝中的富铁相,焊缝内部的点状持续显色为铁氧化物夹渣。在打磨条件下,无污染和富铁相作用下的焊缝,随空气放置时间的延长,显色程度a*逐渐降低,而点状显色没有明显改变,根据临界红色像素下临界色度(a_c=5.3)时的积分面积百分比表明,点状显色的百分比低于1%,带状显色的积分面积百分比为20%~30%,a_c=5.3时,显色开始显现。在3.5%NaCl溶液中,316L不锈钢焊缝的耐电化学腐蚀能力由大到小的顺序为ER316L+铁粉焊缝>ER316L焊缝>ER316L+铁丝焊缝>纯铁丝焊缝。结论铁污染的加入会导致显色现象更易产生,同时也会降低316L不锈钢焊缝的耐腐蚀性能。

关键词：不锈钢焊缝铁污染显色检测 ac 动电位极化曲线 Nyquist图 Bode图

Lithium-induced graphene layer containing Li_(3)P alloy phase to achieve ultra-stable electrode interface for lithium metal anode

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Rare Metals 2024年第2期43卷 562-574页

作者： Jia-Xin Chen Guo-Qiang Zhang xian-Ying Qin Kui Lin Zi-Jin Yang Ge-meng Liang Yue Xia Guo-Bin Zhang Hai-Kun Wu Qiu-Chan Cai Hai Lin Bao-Hua Li Shenzhen Key Laboratory on Power Battery Safety Research and Shenzhen Geim Graphene Center Tsinghua Shenzhen International Graduate SchoolShenzhen518055China Shenzhen Graphene Innovation Center Co. Ltd.Shenzhen518107China School of Chemical Engineering and Advanced Materials The University of AdelaideAdelaideSA5005Australia Department of Chemistry City University of Hong KongHong Kong990077China

Uncontrolled growth of lithium dendrite will lead to low Coulombic efficiency and poor cycle stability,which hinders the commercialization of lithium metal ***,a novel modified lithium anode with reduced graphene oxide conductive network containing trace lithiophilic phosphorus(P-rGO/Cu)is prepared by electrospraying technique combined with heat treatment *** rGO layer has a concave and undulating conductive structure,which can significantly improve the effective electrical contact between lithium metal and the current collector,speed up the kinetics of interfacial electron transport and reaction,and improve the resistance of the negative electrode to the internal stress caused by volume change of the lithium,which is advantageous for the stability of the SEI *** extremely small and uniformly distributed red phosphorus element avoids the volume change caused by lithiation to the maximum *** two-phase compound Li_(3)P obtained by alloying P with Li can directionally induce the homogeneous nucleation and dense deposition of lithium metal,address the issue of lithium dendrites and extend the cycle life of the *** obtained P-rGO/Cu exhibits excellent electrochemical performance with an average Coulombic efficiency(CE)of 98%at a current density of 1 mA·cm^(−2) for 400 cycles,and the capacity retention rate of the full cell matched with lithium iron phosphate(LFP)is 83%after 400 cycles at 1C.

关键词： Lithium anode Dendrite-free Lithiophilicity Induced nucleation deposition

Enhanced photothermal dehydration of methanol over W_(18)O_(49)/Au/SAPO-34 catalysts with broadened light absorption

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Rare Metals 2024年第3期43卷 1139-1152页

作者： Ya-Qin Tang meng-Xia Yan Chang-Qian Lu Shao-Yuan Li Kui-xian Wei Tao Qu Wen-HuiMa Yong-Nian Dai Kong-Zhai Li Da-Jun Luo Xue-Liang Zhang Yi-Ke Liu Faculty of Metallurgical and Energy Engineering Kunming University of Science and TechnologyKunming650093China School of Materials and Energy Engineering Guizhou Institute of TechnologyGuiyang550003China

Methanol-to-olefins(MTO)process is one of the most critical pathways to produce low carbon ***,the reaction is driven by thermal catalysis,which inevitably needs to consume large amounts of fossil *** a new technique to substitute for the fuel burning is urgent for MTO process to improve the industry prospects and ***,we report a novel W_(18)O_(49)/Au/SAPO-34(W/Au/S),a multifunctional photothermal catalyst for the MTO reaction.A high methanol conversion was achieved under xenonum(Xe)lamp irradiation,yielding methyl ether(ME)and ethylene as the main *** optimized W/Au/S catalysts showed ethylene yield as high as 250μmol in 60 min,which was 2.5 times higher than that of Au/*** physiochemical characterization revealed that the SAPO-34 molecular sieves were surrounded by Au and W_(18)O_(49)nanoparticles,which exhibited a strong localized surface plasmon resonance excitation around 540 nm and light absorption beyond 500 *** multifunctional catalysts showed a strong photothermal effect,arising from the broadened light absorption of Au and W_(18)O_(49)nanoparticles,leading to a temperature as high as 250℃on the surface of the *** study showed that the superior ethylene selectivity of W/Au/S catalysts was attributed to the moderating acidic sites of W_(18)O_(49)for methanol dehydration to *** research may provide new insight for designing heterostructures to improve photo-to-chemical conversion performance and is expected to accelerate progress toward the excellent multifunctional photothermal catalysts with broad light absorption for methanol activation and C-C bond formation.

关键词： Methanol conversion Ethylene Photothermal catalysis W_(18)O_(49) BrΦnsted-acid

Spatial covariant gravity with two degrees of freedom in the presence of an auxiliary scalar field:Perturbation analysis

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Chinese Physics C 2024年第8期48卷 198-212页

作者： Zhi-Chao Wang xian Gao School of Physics and Astronomy Sun Yat-sen UniversityZhuhai 519082China

We investigate a class of gravity theories respecting only spatial covariance,termed spatially covariant gravity,in the presence of an auxiliary scalar *** examine the conditions on the Lagrangian required to eliminate scalar degrees of freedom,allowing only two tensorial degrees of freedom to *** of strict constraint analysis,in this paper,we employ the perturbation method and focus on the necessary conditions to evade the scalar mode at the linear order in perturbations around a cosmological *** with a general action and solving the auxiliary perturbation variables in terms of a would-be dynamical scalar mode,we derive the condition to remove its kinetic term,thus ensuring that no scalar mode *** an application of the general condition,we study a polynomial-type Lagrangian as a concrete example,in which all monomials are spatially covariant scalars containing two *** find that the auxiliary scalar field is essential,and new terms in the Lagrangian are *** analysis provides insights into constructing gravity theories with two degrees of freedom in the extended framework of spatially covariant gravity.

关键词： modified gravity cosmological perturbation theory gravitational theory

Intelligent reflecting surfaces-assisted millimeter wave communication:Channel estimation based on deep learning

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The Journal of China Universities of Posts and Telecommunications 2024年第1期31卷 49-56页

作者： Kang Xiaofei Wang Tian Liang xian College of Communication and Information Engineering Xi'an University of Science and TechnologyXi'an 710600China

In response to the challenge posed by the complexity of the system and the difficulty in obtaining accurate channel state information(CSI)for millimeter wave communication assisted by intelligent reflecting surfaces(IRS),we propose a deep learning-based channel estimation *** proposed scheme employs a hybrid active/passive IRS architecture,wherein the least square(LS)algorithm is initially utilized to acquire the channel estimate from the active ***,this estimation is interpolated to obtain a preliminary channel estimation and ultimately refined into an accurate estimate of the channel using the channel super-resolution convolutional neural network(Chan-SRCNN)deep learning *** simulation results demonstrate that the proposed scheme surpasses LS,orthogonal matching pursuit(OMP),synchronous OMP(SOMP),and deep neural network(DNN)channel estimation algorithms in terms of normalized mean squared error(NMSE)performance,thereby validating the feasibility of the proposed approach.

关键词： intelligent reflecting surface millimeter wave channel estimation deep learning