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High-resolution tsunami hazard assessment for the Guangdong-Hong Kong-Macao Greater Bay Area based on a non-hydrostatic tsunami model

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Science China Earth Sciences 2024年第7期67卷 2326-2351页

作者： yifan zhu Chao AN Houyun YU Wei ZHANG Xiaofei CHEN Key Laboratory of Hydrodynamics(Ministry of Education) School of Ocean and Civil EngineeringShanghai Jiao Tong UniversityShanghai 200240China Department of Earth and Space Sciences Southern University of Science and Technology Shenzhen 518055China

The Guangdong-Hong Kong-Macao Greater Bay Area(GBA)is threatened by potential tsunami hazards from the Littoral Fault Zone(LFZ)and the Manila subduction zone(MSZ),and may suffer huge damage because of its dense population,concentrated infrastructure,and low-lying *** tsunami studies for the GBA made simple assumptions on the mechanisms of LFZ earthquakes,and used coarse bathymetry data in tsunami simulation,which limited the prediction of detailed tsunami hazard *** this paper,we develop a parallel dispersive tsunami model PCOMCOT to efficiently simulate dispersive,nonlinear,and breaking tsunami *** also construct large-scale and high-resolution bathymetry models for the GBA by correcting and integrating various data *** rupture simulation is performed for the LFZ to obtain a more reliable earthquake source *** propose several representative earthquake scenarios for the LFZ and MSZ,and use PCOMCOT to calculate the resulting tsunami waves,currents,and inundation in the *** results indicate that if an M_(w)7.5 oblique-slip earthquake occurs in the LFZ off the Pearl River Estuary(PRE),the subsequent tsunami will primarily impact Hong Kong,causing maximum positive and negative waves of around 1 m and -2 m,respectively,along with slightly destructive currents(≥1.5 m/s).An M_(w)9.0 MSZ megathrust earthquake can lead to widespread inundation with>1 m depth on the outlying islands of Macao and in the urban areas of Hong Kong around the Victoria ***,it will also cause catastrophic tsunami currents along the narrow waterways in Hong Kong and Macao,and the spatial distribution of strong currents(≥3 m/s)shows a considerable discrepancy from the areas of serious ***,more attention should be paid to the potential impacts of tsunami currents on the GBA.

关键词： Tsunami hazards Inundation Tsunami currents Non-hydrostatic model Guangdong-Hong Kong-Macao Greater Bay Area

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Strong Interaction Between Redox Mediators and Defect-Rich Carbons Enabling Simultaneously Boosted Voltage Windows and Capacitance for Aqueous Supercapacitors

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Energy & Environmental Materials 2024年第4期7卷 269-276页

作者： Lu Guan yifan zhu Yi Wan Mengdi Zhang Qiang Li Xiaoling Teng Yunlong Zhang Hao Yang Yan Zhang Han Hu Mingbo Wu State Key Laboratory of Heavy Oil Processing College of Chemical Engineering China University of Petroleum (East China) College of Physics University-Industry Joint Center for Ocean Observation and Broadband Communication Qingdao University

Energy density,the Achilles'heel of aqueous supercapacitors,is simultaneously determined by the voltage window and specific capacitance of the carbon materials,but the strategy of synchronously boosting them has rarel... 详细信息

关键词： defect-rich carbons redox mediators strong interaction supercapacitors voltage windows

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Face animation based on multiple sources and perspective alignment

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虚拟现实与智能硬件（中英文） 2024年第3期6卷 252-266页

作者： Yuanzong MEI Wenyi WANG Xi LIU Wei YONG Weijie WU yifan zhu Shuai WANG Jianwen CHEN School of Information and Communication Engineering University of Electronic Science and Technology of ChinaChengdu 611731China Yangtze Delta Region Institute(Quzhou) University of Electronic Science and Technology of ChinaQuzhou 324000China

Background Face image animation generates a synthetic human face video that harmoniously integrates the identity derived from the source image and facial motion obtained from the driving *** technology could be beneficial in multiple medical fields,such as diagnosis and privacy *** studies on face animation often relied on a single source image to generate an output *** a significant pose difference between the source image and the driving frame,the quality of the generated video is likely to be suboptimal because the source image may not provide sufficient features for the warped feature *** In this study,we propose a novel face-animation scheme based on multiple sources and perspective alignment to address these *** first introduce a multiple-source sampling and selection module to screen the optimal source image set from the provided driving *** then propose an inter-frame interpolation and alignment module to further eliminate the misalignment between the selected source image and the driving *** The proposed method exhibits superior performance in terms of objective metrics and visual quality in large-angle animation scenes compared to other state-of-the-art face animation *** indicates the effectiveness of the proposed method in addressing the distortion issues in large-angle animation.

关键词： Face animation Multiple-source driving Generative adversarial network Medical diagnostics

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均匀滑移模型在海啸预警中的应用——以2021年M_(w)8.2 Alaska地震为例

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地球科学 2024年第2期49卷 500-510页

作者：朱艺帆安超上海交通大学船舶海洋与建筑工程学院水动力学教育部重点实验室上海200240

为了保证海啸预警的时效性,复杂的地震震源经常被简化为均匀滑移模型来预测海啸波.虽然均匀滑移模型已经被广泛使用,但其在实际事件中预测海啸波的准确性并未得到全面的评估和认可.对2021年M_(w)8.2 Alaska地震构建了有限断层模型(finit... 详细信息

为了保证海啸预警的时效性,复杂的地震震源经常被简化为均匀滑移模型来预测海啸波.虽然均匀滑移模型已经被广泛使用,但其在实际事件中预测海啸波的准确性并未得到全面的评估和认可.对2021年M_(w)8.2 Alaska地震构建了有限断层模型(finite-fault model)和多种均匀滑移模型,并对海啸波的预测误差进行对比分析.有限断层模型显示,2021年Alaska地震的同震滑移分布在15~40 km的深度范围内,震源周围的最大滑移约为6 m.另外,通过全局搜索得到的最优均匀滑移模型对海啸波的预测与有限断层模型非常接近,都与观测波形符合良好;两种位于gCMT中心、但采用不同标度关系(scalingrelation)的均匀滑移模型给出了几乎一致的远场波形.对此次地震海啸的研究结果表明,均匀滑移模型对海啸波的最佳预测能力与有限断层模型相当,根据gCMT中心和标度关系构造的均匀滑移模型对远场海啸预警比较可靠,且不同标度关系对远场波形预测无显著影响.

关键词：海啸预警均匀滑移模型海啸反演 2021年Alaska地震天然地震

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基于多视角三维点云融合的采棉机器人视觉感知方法

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农业机械学报 2024年第4期55卷 74-81页

作者：刘坤王晓朱一帆南京工程学院自动化学院南京211167

针对传统采棉机器人因单一视角和二维图像信息带来的视觉感知局限问题,本文提出了一种多视角三维点云配准方法,以增强采棉机器人实时三维视觉感知能力。采用4台固定位姿的Realsense D435型深度相机,从不同视角获取棉花点云数据。通过Apr... 详细信息

针对传统采棉机器人因单一视角和二维图像信息带来的视觉感知局限问题,本文提出了一种多视角三维点云配准方法,以增强采棉机器人实时三维视觉感知能力。采用4台固定位姿的Realsense D435型深度相机,从不同视角获取棉花点云数据。通过AprilTags算法标定出深度相机RGB成像模块与Tag标签的相对位姿,并基于深度相机中RGB成像模块与立体成像模块坐标系间的转换关系,解算出各个相机间点云坐标的对应变换,进而实现点云间的融合配准。结果表明,本文配准方法的全局配准平均距离误差为0.93 cm,平均配准时间为0.025 s,表现出较高的配准精度和效率。同时,为满足采棉机器人感知的实时性要求,本文对算法中点云获取、背景滤波和融合配准等步骤进行了效率分析及优化,最终整体算法运行速度达到29.85 f/s,满足采棉机器人感知系统实时性需求。

关键词：采棉机器人视觉感知三维点云融合 AprilTags算法

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Hierarchical learning of gastric cancer molecular subtypes by integrating multi-modal DNA-level omics data and clinical stratification

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Quantitative Biology 2024年第2期12卷 182-196页

作者： Binyu Yang Siying Liu Jiemin Xie Xi Tang Pan Guan yifan zhu Xuemei Liu Yunhui Xiong Zuli Yang Weiyao Li Yonghua Wang Wen Chen Qingjiao Li Li C.Xia Department of Statistics and Financial Mathematics School of MathematicsSouth China University of TechnologyGuangzhouChina School of Physics and Optoelectronics South China University of TechnologyGuangzhouChina Department of Pathology The Sixth Affiliated HospitalSun Yat-sen UniversityGuangzhouChina School of Food Science and Engineering South China University of TechnologyGuangzhouChina Department of Laboratory Medicine the Eighth Affiliated HospitalSun Yat-sen UniversityShenzhenChina

Molecular subtyping of gastric cancer(GC)aims to comprehend its genetic ***,the efficacy of current subtyping methods is hampered by their mixed use of molecular features,a lack of strategy optimization,and the limited availability of public GC *** is a pressing need for a precise and easily adoptable subtyping approach for early DNA-based screening and *** on TCGA subtypes,we developed a novel DNA-based hierarchical classifier for gastric cancer molecular subtyping(HCG),which employs gene mutations,copy number aberrations,and methylation patterns as *** incorporating the closely related esophageal adenocarcinomas dataset,we expanded the TCGA GC dataset for the training and testing of HCG(n=453).The optimization of HCG was achieved through three hierarchical strategies using Lasso-Logistic regression,evaluated by their overall the area under receiver operating characteristic curve(auROC),accuracy,F1 score,the area under precision-recall curve(auPRC)and their capability for clinical stratification using multivariate survival ***-specific DNA alteration biomarkers were discerned through difference tests based on HCG defined *** HCG classifier demonstrated superior performance in terms of overall auROC(0.95),accuracy(0.88),F1 score(0.87)and auPRC(0.86),significantly improving the clinical stratification of patients(overall p-value=0.032).Difference tests identified 25 subtype-specific DNA alterations,including a high mutation rate in the SYNE1,ITGB4,and COL22A1 genes for the MSI subtype,and hypermethylation of ALS2CL,KIAA0406,and RPRD1B genes for the EBV *** is an accurate and robust classifier for DNA-based GC molecular subtyping with highly predictive clinical stratification *** training and test datasets,along with the analysis programs of HCG,are accessible on the GitHub website(***/LabxSCUT).

关键词： DNA alterations gastric cancer hierarchical classification molecular subtyping multi-omics

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宏观经济政策与非经济政策取向一致性:理论逻辑、现实困境与实践进路

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宁夏社会科学 2024年第1期 82-90页

作者：朱成全朱奕帆东北财经大学马克思主义学院辽宁大连116025

宏观经济政策与非经济政策如何实现取向一致性以促进经济稳定和增长?从历史逻辑看,无论是宏观经济学,还是制度经济学,以及其他跨学科,都认为政策取向一致性可以促进效率提升、增强市场主体的信心和强化稳定性。从现实逻辑看,数字化、绿... 详细信息

宏观经济政策与非经济政策如何实现取向一致性以促进经济稳定和增长?从历史逻辑看,无论是宏观经济学,还是制度经济学,以及其他跨学科,都认为政策取向一致性可以促进效率提升、增强市场主体的信心和强化稳定性。从现实逻辑看,数字化、绿色化、全球供应链重构等因素对宏观经济政策与非经济政策如何取向一致性产生挑战。从实践逻辑看,实现政策一致性的关键在于平衡短期与长期目标。但是宏观经济政策与非经济政策实现取向一致性面临政策目标多样性、决策者协调难题以及不确定性挑战等困境,实现一致性需要在政策制定和实施中寻找目标之间的平衡点,综合考虑各项政策对经济、社会和环境的影响,促进跨部门的合作与协调,加大全球视野下的政策协调力度。

关键词：宏观经济政策非经济政策一致性理论逻辑实践进路

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A General Synthesis Method for Covalent Organic Framework and Inorganic 2D Materials Hybrids

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Precision Chemistry 2024年第8期2卷 398-405页

作者： yifan zhu Yunrui Yan Yuren Feng Yifeng Liu Chen-Yang Lin Qing Ai Tianshu Zhai Bongki Shin Rui Xu Hongchen Shen Qiyi Fang Xiang Zhang Dayanni Bhagwandin Yimo Han Hanyu zhu Nicholas R.Glavin Pulickel M Ajayan Qilin Li Jun Lou Department of Materials Science and Nanoengineering Rice UniversityHoustonTexas 77005United States Department of Civil and Environmental Engineering Rice UniversityHoustonTexas 77005United States NSF Nanosystems Engineering Research Center Nanotechnology-Enabled Water Treatment Rice UniversityHoustonTexas 77005United States UES Inc.BeavercreekOhio 45432United States Materials and Manufacturing Directorate Air Force Research LaboratoryWright-Patterson AFBOhio 45433United States Department of Chemistry Rice UniversityHoustonTexas 77005United States

Two-dimensional(2D)inorganic/organic hybrids provide a versatile platform for diverse applications,including electronic,catalysis,and energy storage *** recent surge in 2D covalent organic frameworks(COFs)has introduced an organic counterpart for the development of advanced 2D organic/inorganic hybrids with improved electronic coupling,charge separation,and carrier ***,existing synthesis methods have primarily focused on few-layered film structures,which limits scalability for practical ***,we present a general synthesis approach for a range of COF/inorganic 2D material hybrids,utilizing 2D inorganic materials as both catalysts and inorganic building *** leveraging the intrinsic Lewis acid sites on the inorganic 2D materials such as hexagonal boron nitride(hBN)and transition metal dichalcogenides,COFs with diverse functional groups and topologies can grow on the surface of inorganic 2D *** controlled 2D morphology and excellent solution dispersibility of the resulting hybrids allow for easy processing into films through vacuum *** proof of concept,hBN/COF films were employed as filters for Rhodamine 6G removal under flow-through conditions,achieving a removal rate exceeding 93%.The present work provides a simple and versatile synthesis method for the scalable fabrication of COF/inorganic 2D hybrids,offering exciting opportunities for practical applications such as water treatment and energy storage.

关键词： Covalent organic frameworks Transition-metal dichalcogenides Lewis acid catalysts Hexagonal boron nitride Hybrid Materials

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一种土地类型标签精细化的GNSS-R土壤湿度反演方法

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武汉大学学报（信息科学版） 2024年第1期49卷 47-55页

作者：郭斐董桂芳朱逸凡张小红武汉大学测绘学院湖北武汉430079

针对传统的星基全球导航卫星系统反射测量(global navigation satellite system–reflectometry,GNSS-R)技术在土壤湿度反演中对土地覆盖类型信息利用不全面的问题,引入基于国际地圈生物圈计划(international geosphere biosphere programme,IGBP)分类的土地覆盖类型数据,考虑不同土地类型间的相似性和差异性,根据语义关系设计了精细化的特征标签,并将其加入BP(back propagation)神经网络中构建土壤湿度反演模型。利用该方法得到的土壤湿度与参考值的相关系数为0.85,均方根误差为0.060 cm^(3)/cm^(3),相比于已有的IGBP编号标签法,反演精度提升了7.7%。结果表明,精细化土地覆盖类型标签法可以更大程度地利用土地覆盖信息,不依赖植被、地表粗糙度等辅助数据,有效实现土壤湿度反演。

关键词： GNSS反射测量技术土壤湿度 IGBP土地覆盖类型标签精细化 BP神经网络

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数字人文视域下非洲与拉美媒体对“中国式现代化”概念的阐释——以Factiva数据库的英语新闻为例

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外语电化教学 2024年第2期 38-46页

作者：尹丽君朱一凡上海交通大学上海市200240

在话语研究中,数字技术能在大规模语料处理与新语言现象发掘方面为人类赋能。该研究采用数字人文的方法对Factiva数据库中源自非洲和拉美的英语新闻进行分析,借助Word2Vec模型、LDA主题模型与NER工具,从语义、主题以及参与主体三个维度... 详细信息

在话语研究中,数字技术能在大规模语料处理与新语言现象发掘方面为人类赋能。该研究采用数字人文的方法对Factiva数据库中源自非洲和拉美的英语新闻进行分析,借助Word2Vec模型、LDA主题模型与NER工具,从语义、主题以及参与主体三个维度探讨两地媒体对“中国式现代化”概念的阐释,从而为我国政治概念的海外传播与中国式现代化海外话语体系的构建提供借鉴,并从数字人文视角为新闻话语研究提供新的方法。研究发现,97.87%的非洲新闻及58.06%的拉美新闻对“中国式现代化”有着正面或中性的阐释,且呈现出明显差异,而两地媒体的负面阐释趋同。

关键词：数字人文 “中国式现代化” 非洲媒体拉美媒体新闻话语

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