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Accurate closed-form flutter eigensolutions of three-dimensional composite laminates with shear deformation
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作者 Dezhuang PAN Yufeng XING 《Chinese Journal of Aeronautics》 2026年第1期230-246,共17页
According to the Mindlin plate theory and the first-order piston theory,this work obtains accurate closed-form eigensolutions for the flutter problem of three-dimensional(3D)rectangular laminated panels.The governing ... According to the Mindlin plate theory and the first-order piston theory,this work obtains accurate closed-form eigensolutions for the flutter problem of three-dimensional(3D)rectangular laminated panels.The governing differential equations are derived by the Hamilton's variational principle,and then solved by the iterative Separation-of-Variable(i SOV)method,which are applicable to arbitrary combinations of homogeneous Boundary Conditions(BCs).However,only the simply-support,clamped and cantilever panels are considered in this work for the sake of clarity.With the closed-form eigensolutions,the flutter frequency,flutter mode and flutter boundary are presented,and the effect of shear deformation and aerodynamic damping on flutter frequencies is investigated.Besides,the relation between panel energy and the work of aerodynamic load is discussed.The numerical comparisons reveal the following.(A)The flutter eigenvalues obtained by the present method are accurate,validated by the Finite Element Method(FEM)and the Galerkin method.(B)When the span-chord ratio is larger than 3,simplifying a 3D panel to 2D(two-dimensional)panel is reasonable and the relative differences of the flutter points predicted by the two models are less than one percent.(C)The reciprocal relationship between the mechanical energy of the panel and the work done by aerodynamic load is verified by using the present flutter eigenvalues and modes,further indicating the high accuracy of the present solutions.(D)The coupling of shear deformation and aerodynamic damping prevents frequency coalescing. 展开更多
关键词 Closed-form eigensolutions The first-order piston theory The Mindlin plate theory three-dimensional panel flutter Separation-of-variable method
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基于集成学习Stacking算法的南极热流预测模型
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作者 蔡轶珩 张晓晴 +3 位作者 稂时楠 崔祥斌 何彦良 张恒 《大地测量与地球动力学》 北大核心 2026年第1期55-62,85,共9页
大地热流(heat flow,HF)是指地球内部传递至地表的热能,它能够揭示地球深部的各种作用过程及能量平衡信息。在南极洲地区,掌握热流情况对于模拟冰盖动态变化具有极其重要的意义。本研究运用机器学习中的Stacking堆叠算法,构建一个南极... 大地热流(heat flow,HF)是指地球内部传递至地表的热能,它能够揭示地球深部的各种作用过程及能量平衡信息。在南极洲地区,掌握热流情况对于模拟冰盖动态变化具有极其重要的意义。本研究运用机器学习中的Stacking堆叠算法,构建一个南极洲热流预测模型。该模型整合13种与热流相关的地质及地球物理特征的观测输入数据,并集成GBDT、XGBoost、RF、LightGBM、ET和MLP等6种常用于解决回归预测问题的机器学习算法,对热流的分布特征进行预测。实验结果表明,采用Stacking模型的预测精度优于多种基准模型。通过该模型得到的新的南极热流分布预测图,与其他传统方法所绘制的大规模估计热流分布图相比,更加契合南极洲热流的实际分布情况,展现出更为卓越的性能。 展开更多
关键词 集成学习 stacking算法 大地热流 南极洲
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基于Stacking算法与钻进参数的岩石单轴抗压强度预测
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作者 岳中文 龙思晨 +5 位作者 闫逸飞 张梦佳 胡昊 薛克军 马文彪 李杨 《采矿与安全工程学报》 北大核心 2026年第1期198-207,共10页
针对传统岩石强度参数测试方法周期长、成本高的问题,本文提出一种基于Stacking集成算法的新型岩石单轴抗压强度预测方法。通过自主研发的岩石数字钻探测试系统,对不同强度材料的组合试件开展数字钻探试验;选择4种不同的机器学习算法(... 针对传统岩石强度参数测试方法周期长、成本高的问题,本文提出一种基于Stacking集成算法的新型岩石单轴抗压强度预测方法。通过自主研发的岩石数字钻探测试系统,对不同强度材料的组合试件开展数字钻探试验;选择4种不同的机器学习算法(包括支持向量机、随机森林、LightGBM和BP-神经网络),利用钻进数据训练相应的算法模型,探究钻进速度、扭矩和推进力与岩石单轴抗压强度之间的关系;采用双层Stacking框架融合4种抗压强度预测模型,构建集成算法模型,以解决单一算法模型预测精度不足、泛化能力差的问题。研究结果表明,Stacking算法模型在不同转速下对岩石单轴抗压强度的预测性能优异,300 r/min转速与400 r/min转速下对不同试件的单轴抗压强度预测结果决定系数R2基本高于0.9,优于其他4种基学习器,且平均绝对误差占实际强度值的比例小于5%。现场应用表明,Stacking算法模型能有效预测巷道岩层的岩石单轴抗压强度,可为岩体随钻探测研究提供新的思路和方法。 展开更多
关键词 钻进参数 stacking算法 强度预测 集成学习 模型融合
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考虑骨料级配和衍生特征的Stacking深度集成混凝土强度预测
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作者 蔡志坚 王晓玲 +3 位作者 张君 王栋 吴斌平 余红玲 《水力发电学报》 北大核心 2026年第2期15-30,共16页
抗压强度预测对于混凝土施工质量控制具有重要意义。现有抗压强度预测模型多关注于初始配合比的影响,缺乏考虑骨料级配及衍生特征的影响及其可解释性分析。针对上述问题,本研究提出一种综合考虑骨料级配和衍生特征的Stacking深度集成抗... 抗压强度预测对于混凝土施工质量控制具有重要意义。现有抗压强度预测模型多关注于初始配合比的影响,缺乏考虑骨料级配及衍生特征的影响及其可解释性分析。针对上述问题,本研究提出一种综合考虑骨料级配和衍生特征的Stacking深度集成抗压强度预测模型,用于提升抗压强度预测精度和可解释性。该模型采用三种主流集成学习模型与卷积神经网络作为基学习器,以充分利用各主流算法的多样性和异质性。其中,为弥补基于树的模型对超参数敏感以及对高维特征提取能力弱的不足,引入通道注意力机制对卷积神经网络进行改进,进而提升特征提取能力。采用融合注意力机制的多层感知机模型作为元学习器,以降低模型过拟合风险。基于SHAP理论,深入挖掘混凝土强度预测的关键特征及特征交互影响。结果表明,所提模型综合考虑了骨料级配和衍生特征,抗压强度预测精度提高了27.53%。SHAP分析表明,水胶比,水,粉煤灰/水,水泥以及31.5~40 mm粒径的骨料质量分数为关键的模型驱动因素。本研究所提模型不仅提升了强度预测准确性,还通过可解释性分析揭示了影响混凝土强度的核心参数,为混凝土智能化管控提供了理论指导。 展开更多
关键词 混凝土 抗压强度预测 骨料级配 卷积神经网络 stacking深度集成模型 SHAP分析
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基于改进Stacking集成学习的深层油井管腐蚀预测
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作者 黄晗 陈长风 +3 位作者 贾小兰 张玉洁 石丽伟 王立群 《深圳大学学报(理工版)》 北大核心 2026年第1期7-16,I0001,共11页
为提升深层复杂环境下油井管平均腐蚀与点蚀速率的预测精度,并优化传统Stacking集成学习未充分考虑基学习器异质性的问题,提出了一种基于决定系数R2的改进Stacking集成学习算法.该算法集成了XGBoost(extreme gradient boosting)模型、... 为提升深层复杂环境下油井管平均腐蚀与点蚀速率的预测精度,并优化传统Stacking集成学习未充分考虑基学习器异质性的问题,提出了一种基于决定系数R2的改进Stacking集成学习算法.该算法集成了XGBoost(extreme gradient boosting)模型、随机森林(random forest,RF)模型、支持向量回归(support vector regression,SVR)模型和梯度提升决策树(gradient boosting decision tree,GBDT)模型4种机器学习算法作为基学习器,并基于决定系数R2为基学习器的输出结果进行权重赋值,作为元学习器的输入数据集.实验结果显示,与传统Stacking集成方法相比,改进后的模型在平均腐蚀速率预测上,平均绝对误差和均方误差分别降低了25.9%和9.7%,决定系数提高了2.3%;在点蚀速率预测上,平均绝对误差和均方误差分别降低了11.6%和2.0%,决定系数提高了2.7%,证明了本算法的有效性.研究成果可为深层油井管腐蚀防控与安全运维提供支撑. 展开更多
关键词 腐蚀科学与防护 stacking集成学习 深层油井管材腐蚀 机器学习 XGBoost 随机森林 支持向量回归 梯度提升决策树
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一种基于Stacking集成机器学习的城市房租预测模型
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作者 林靖宇 夏怡凡 +2 位作者 张红历 陈凯伦 方疏桐 《四川大学学报(自然科学版)》 北大核心 2026年第1期218-223,共6页
准确高效的城市房屋租赁租金预测模型是政府制定相关租赁政策的基础。针对现有基于机器学习的房租预测模型手段单一、效果不佳等缺点,本文构建了一种Stacking集成机器学习预测模型。基于成都市2022和2023年的房屋租赁数据,本文首先对六... 准确高效的城市房屋租赁租金预测模型是政府制定相关租赁政策的基础。针对现有基于机器学习的房租预测模型手段单一、效果不佳等缺点,本文构建了一种Stacking集成机器学习预测模型。基于成都市2022和2023年的房屋租赁数据,本文首先对六种机器学习模型及其Stacking集成模型进行分析比较,发现集成模型精度占优。然后,针对Stacking模型时间效率低的不足,本文对模型进行了优化,选取精度和稳定性占优的XGBoost和RF算法作为基学习器,建立了改进的Stacking集成学习模型。实证分析表明,此模型具有比单一模型更高的预测精度和比原Stacking集成模型更高的时间效率。 展开更多
关键词 住房租赁 房租预测 机器学习 stacking集成
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Three-dimensional line-of-sight-angle-constrained leader-following cooperative interception guidance law with prespecified impact time 被引量:3
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作者 Hao YOU Xinlong CHANG Jiufen ZHAO 《Chinese Journal of Aeronautics》 2025年第1期491-506,共16页
To address the problem of multi-missile cooperative interception against maneuvering targets at a prespecified impact time and desired Line-of-Sight(LOS)angles in ThreeDimensional(3D)space,this paper proposes a 3D lea... To address the problem of multi-missile cooperative interception against maneuvering targets at a prespecified impact time and desired Line-of-Sight(LOS)angles in ThreeDimensional(3D)space,this paper proposes a 3D leader-following cooperative interception guidance law.First,in the LOS direction of the leader,an impact time-controlled guidance law is derived based on the fixed-time stability theory,which enables the leader to complete the interception task at a prespecified impact time.Next,in the LOS direction of the followers,by introducing a time consensus tracking error function,a fixed-time consensus tracking guidance law is investigated to guarantee the consensus tracking convergence of the time-to-go.Then,in the direction normal to the LOS,by combining the designed global integral sliding mode surface and the second-order Sliding Mode Control(SMC)theory,an innovative 3D LOS-angle-constrained interception guidance law is developed,which eliminates the reaching phase in the traditional sliding mode guidance laws and effectively saves energy consumption.Moreover,it effectively suppresses the chattering phenomenon while avoiding the singularity issue,and compensates for unknown interference caused by target maneuvering online,making it convenient for practical engineering applications.Finally,theoretical proof analysis and multiple sets of numerical simulation results verify the effectiveness,superiority,and robustness of the investigated guidance law. 展开更多
关键词 three-dimensional cooperative interception Leader-following missiles Prespecified impact time LOS-angle-constrained Fixed-time stability Global integral sliding mode
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Global Mapping of Three-Dimensional Urban Structures Reveals Escalating Utilization in the Vertical Dimension and Pronounced Building Space Inequality 被引量:1
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作者 Xiaoping Liu Xinxin Wu +6 位作者 Xuecao Li Xiaocong Xu Weilin Liao Limin Jiao Zhenzhong Zeng Guangzhao Chen Xia Li 《Engineering》 2025年第4期86-99,共14页
Three-dimensional(3D)urban structures play a critical role in informing climate mitigation strategies aimed at the built environment and facilitating sustainable urban development.Regrettably,there exists a significan... Three-dimensional(3D)urban structures play a critical role in informing climate mitigation strategies aimed at the built environment and facilitating sustainable urban development.Regrettably,there exists a significant gap in detailed and consistent data on 3D building space structures with global coverage due to the challenges inherent in the data collection and model calibration processes.In this study,we constructed a global urban structure(GUS-3D)dataset,including building volume,height,and footprint information,at a 500 m spatial resolution using extensive satellite observation products and numerous reference building samples.Our analysis indicated that the total volume of buildings worldwide in2015 exceeded 1×10^(12)m^(3).Over the 1985 to 2015 period,we observed a slight increase in the magnitude of 3D building volume growth(i.e.,it increased from 166.02 km3 during the 1985–2000 period to 175.08km3 during the 2000–2015 period),while the expansion magnitudes of the two-dimensional(2D)building footprint(22.51×10^(3) vs 13.29×10^(3)km^(2))and urban extent(157×10^(3) vs 133.8×10^(3)km^(2))notably decreased.This trend highlights the significant increase in intensive vertical utilization of urban land.Furthermore,we identified significant heterogeneity in building space provision and inequality across cities worldwide.This inequality is particularly pronounced in many populous Asian cities,which has been overlooked in previous studies on economic inequality.The GUS-3D dataset shows great potential to deepen our understanding of the urban environment and creates new horizons for numerous 3D urban studies. 展开更多
关键词 three-dimensional Global mapping Building volume Building height Building space inequality
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Three-dimensional reconstruction under computed tomography and myopectineal orifice measurement under laparoscopy for quality control of inguinal hernia treatment 被引量:1
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作者 Lei Zhang Jing Chen +7 位作者 Yu-Ying Zhang Lei Liu Han-Dan Wang Ya-Fei Zhang Jun Sheng Qiu-Shi Hu Ming-Liang Liu Yi-Lin Yuan 《World Journal of Gastrointestinal Endoscopy》 2025年第3期50-59,共10页
BACKGROUND Inguinal hernias are common after surgery.Tension-free repair is widely accepted as the main method for managing inguinal hernias.Adequate exposure,coverage,and repair of the myopectineal orifice(MPO)are ne... BACKGROUND Inguinal hernias are common after surgery.Tension-free repair is widely accepted as the main method for managing inguinal hernias.Adequate exposure,coverage,and repair of the myopectineal orifice(MPO)are necessary.However,due to differences in race and sex,people’s body shapes vary.According to European guidelines,the patch should measure 10 cm×15 cm.If any part of the MPO is dissected,injury to the nerves,vascular network,or organs may occur during surgery,thereby leading to inguinal discomfort,pain,and seroma formation after surgery.Therefore,accurate localization and measurement of the boundary of the MPO are crucial for selecting the optimal patch for inguinal hernia repair.AIM To compare the size of the MPO measured on three-dimensional multislice spiral computed tomography(CT)with that measured via laparoscopy and explore the relevant factors influencing the size of the MPO.METHODS Clinical data from 74 patients who underwent laparoscopic tension-free inguinal hernia repair at the General Surgery Department of the First Affiliated Hospital of Anhui University of Science and Technology between September 2022 and July 2024 were collected and analyzed retrospectively.Transabdominal preperitoneal was performed.Sixty-four males and 10 females,with an average age of 58.30±12.32 years,were included.The clinical data of the patients were collected.The boundary of the MPO was measured on three-dimensional CT images before surgery and then again during transabdominal preperitoneal.All the preoperative and intraoperative data were analyzed via paired t-tests.A t-test was used for comparisons of age,body mass index,and sex between the groups.In the comparative analysis,a P value less than 0.05 indicated a significant difference.RESULTS The boundaries of the MPO on 3-dimensional CT images measured 7.05±0.47 cm and 6.27±0.61 cm,and the area of the MPO was 19.54±3.33 cm^(2).The boundaries of the MPO during surgery were 7.18±0.51 cm and 6.17±0.40 cm.The errors were not statistically significant.However,the intraoperative BD(the width of the MPO,P=0.024,P<0.05)and preoperative AC(the length of the MPO,P=0.045,P<0.05)significantly differed according to sex.The AC and BD measurements before and during surgery were not significantly different according to age,body mass index,hernia side or hernia type(P>0.05).CONCLUSION The application of this technology can aid in determining the most appropriate dissection range and patch size. 展开更多
关键词 HERNIA INGUINAL Myopectineal orifice three-dimensional reconstruction Computed tomography Inguinal hernia
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基于AGSCOA-Stacking特征加权的船用钢板焊接余量预测
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作者 谢久超 苌道方 《计算机工程》 北大核心 2026年第1期414-426,共13页
为了提升钢板焊接的精度,提高船体质量和建造效率,提出一种自适应黄金正弦螯虾优化算法(AGSCOA)-Stacking特征加权代理模型的方法,用于解决船用钢板焊接余量预测问题。首先,基于Stacking集成学习策略,根据所提出的PC指标,从多种机器学... 为了提升钢板焊接的精度,提高船体质量和建造效率,提出一种自适应黄金正弦螯虾优化算法(AGSCOA)-Stacking特征加权代理模型的方法,用于解决船用钢板焊接余量预测问题。首先,基于Stacking集成学习策略,根据所提出的PC指标,从多种机器学习模型中筛选出兼具高预测精度和差异性的基学习器。其次,提出一种特征加权方法,针对所筛选基学习器的预测性能进行自适应特征加权,从而提高模型的泛化能力。最后,对传统螯虾优化算法进行多方面改进,引入正交折射反向学习机制来改进种群初始化,确保初始种群质量;提出自适应Lévy飞行策略来优化探索阶段,避免陷入局部最优;引入黄金正弦算法改进开发阶段,平衡全局搜索与局部开发能力。利用改进后的AGSCOA对代理模型进行多参数优化,从而提升模型预测精度。实验结果表明,AGSCOA在优化性能和收敛速度上表现出色,所提出的代理模型相比线性加权集成学习代理模型、AGSCOA-SVR、AGSCOA-ET和AGSCOA-RF具有更高的预测精度,均方根误差(RMSE)分别降低了14.29%、35.78%、17.48%和22.31%。 展开更多
关键词 焊接余量预测 stacking集成学习 代理模型 螯虾优化算法 折射反向学习机制 黄金正弦算法
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融合InSAR Stacking的董志塬滑坡动态易发性评价
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作者 王向辉 张成龙 +4 位作者 李振洪 陈毅 刘振江 魏冠军 赵颖 《测绘地理信息》 2026年第1期33-43,共11页
董志塬地区位于黄土高原中心地带,滑坡灾害频发,亟需明确滑坡易发性分区,以支持该区域滑坡隐患的科学防控。因此,本文以董志塬为研究区,选取高程、坡向和NDVI等12个影响因素作为评价因子,基于频率比(frequency ratio,FR)模型,结合随机森... 董志塬地区位于黄土高原中心地带,滑坡灾害频发,亟需明确滑坡易发性分区,以支持该区域滑坡隐患的科学防控。因此,本文以董志塬为研究区,选取高程、坡向和NDVI等12个影响因素作为评价因子,基于频率比(frequency ratio,FR)模型,结合随机森林(random forest,RF)与人工神经网络(artificial neural network,ANN)模型开展滑坡静态易发性评价,并分析各因子对评价精度的贡献。结果表明,FRRF和FR-ANN模型的曲线下面积(area under the curve,AUC)值分别为0.922和0.918,表明FR-RF模型在董志塬滑坡易发性评价中的精度更高。坡度、坡向和道路密度对滑坡易发性的贡献率分别为16.7%、15.3%和1.4%。为克服地形复杂和数据更新滞后的问题,本文将FR-RF模型的易发性结果与InSAR Stacking结果相结合,将静态滑坡易发性评价精度由6.9%提升到8.1%。动态易发性结果表明,董志塬滑坡高易发区主要分布于河流沿岸,占总面积的6.5%,该区域的滑坡数量占总滑坡数的23.6%,滑坡密度15.7个/km^(2)。低易发区主要位于远离河流的中部区域,占总面积的81.7%,滑坡数量占总滑坡数的57.8%,滑坡密度4.7个/km^(2)。本研究通过融合InSAR Stacking方法,解决了静态滑坡易发性评价数据更新滞后问题,减少了假阴性错误,为传统滑坡易发性评价赋予了时效性,可以实现董志塬滑坡易发性动态评价,为灾害防治提供了重要数据支持。 展开更多
关键词 董志塬地区 滑坡动态易发性评价 InSAR stacking 频率比模型 机器学习
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Artificial intelligence-aided semi-automatic joint trace detection from textured three-dimensional models of rock mass 被引量:1
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作者 Seyedahmad Mehrishal Jineon Kim +1 位作者 Yulong Shao Jae Joon Song 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第4期1973-1985,共13页
It is of great importance to obtain precise trace data,as traces are frequently the sole visible and measurable parameter in most outcrops.The manual recognition and detection of traces on high-resolution three-dimens... It is of great importance to obtain precise trace data,as traces are frequently the sole visible and measurable parameter in most outcrops.The manual recognition and detection of traces on high-resolution three-dimensional(3D)models are relatively straightforward but time-consuming.One potential solution to enhance this process is to use machine learning algorithms to detect the 3D traces.In this study,a unique pixel-wise texture mapper algorithm generates a dense point cloud representation of an outcrop with the precise resolution of the original textured 3D model.A virtual digital image rendering was then employed to capture virtual images of selected regions.This technique helps to overcome limitations caused by the surface morphology of the rock mass,such as restricted access,lighting conditions,and shading effects.After AI-powered trace detection on two-dimensional(2D)images,a 3D data structuring technique was applied to the selected trace pixels.In the 3D data structuring,the trace data were structured through 2D thinning,3D reprojection,clustering,segmentation,and segment linking.Finally,the linked segments were exported as 3D polylines,with each polyline in the output corresponding to a trace.The efficacy of the proposed method was assessed using a 3D model of a real-world case study,which was used to compare the results of artificial intelligence(AI)-aided and human intelligence trace detection.Rosette diagrams,which visualize the distribution of trace orientations,confirmed the high similarity between the automatically and manually generated trace maps.In conclusion,the proposed semi-automatic method was easy to use,fast,and accurate in detecting the dominant jointing system of the rock mass. 展开更多
关键词 Automatic trace detection Digital joint mapping Rock discontinuities characterization three-dimensional(3D)trace network
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Dynamic modeling of a three-dimensional braided composite thin plate considering braiding directions 被引量:1
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作者 Chentong GAO Huiyu SUN +1 位作者 Jianping GU W.M.HUANG 《Applied Mathematics and Mechanics(English Edition)》 2025年第1期123-138,共16页
Currently,there are a limited number of dynamic models available for braided composite plates with large overall motions,despite the incorporation of three-dimensional(3D)braided composites into rotating blade compone... Currently,there are a limited number of dynamic models available for braided composite plates with large overall motions,despite the incorporation of three-dimensional(3D)braided composites into rotating blade components.In this paper,a dynamic model of 3D 4-directional braided composite thin plates considering braiding directions is established.Based on Kirchhoff's plate assumptions,the displacement variables of the plate are expressed.By incorporating the braiding directions into the constitutive equation of the braided composites,the dynamic model of the plate considering braiding directions is obtained.The effects of the speeds,braiding directions,and braided angles on the responses of the plate with fixed-axis rotation and translational motion,respectively,are investigated.This paper presents a dynamic theory for calculating the deformation of 3D braided composite structures undergoing both translational and rotational motions.It also provides a simulation method for investigating the dynamic behavior of non-isotropic material plates in various applications. 展开更多
关键词 three-dimensional(3D)braided composite braiding direction composite thin plate large overall motion dynamic model
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Three-dimensional models:from cell culture to Patient-Derived Organoid and its application to future liposarcoma research
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作者 SAYUMI TAHARA SYDNEY RENTSCH +4 位作者 FERNANDA COSTAS CASAL DE FARIA PATRICIA SARCHET ROMA KARNA FEDERICA CALORE RAPHAEL E.POLLOCK 《Oncology Research》 SCIE 2025年第1期1-13,共13页
Liposarcoma is one of the most common soft tissue sarcomas,however,its occurrence rate is still rare compared to other cancers.Due to its rarity,in vitro experiments are an essential approach to elucidate liposarcoma ... Liposarcoma is one of the most common soft tissue sarcomas,however,its occurrence rate is still rare compared to other cancers.Due to its rarity,in vitro experiments are an essential approach to elucidate liposarcoma pathobiology.Conventional cell culture-based research(2D cell culture)is still playing a pivotal role,while several shortcomings have been recently under discussion.In vivo,mouse models are usually adopted for pre-clinical analyses with expectations to overcome the issues of 2D cell culture.However,they do not fully recapitulate human dedifferentiated liposarcoma(DDLPS)characteristics.Therefore,three-dimensional(3D)culture systems have been the recent research focus in the cell biology field with the expectation to overcome at the same time the disadvantages of 2D cell culture and in vivo animal models and fill in the gap between them.Given the liposarcoma rarity,we believe that 3D cell culture techniques,including 3D cell cultures/co-cultures,and Patient-Derived tumor Organoids(PDOs),represent a promising approach to facilitate liposarcoma investigation and elucidate its molecular mechanisms and effective therapy development.In this review,we first provide a general overview of 3D cell cultures compared to 2D cell cultures.We then focus on one of the recent 3D cell culture applications,Patient-Derived Organoids(PDOs),summarizing and discussing several PDO methodologies.Finally,we discuss the current and future applications of PDOs to sarcoma,particularly in the field of liposarcoma. 展开更多
关键词 Cell culture LIPOSARCOMA Patient-Derived Organoid(PDO) SPHEROID three-dimensional(3D)cell culture
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Three-dimensional(3D)printing-assisted freeze-casting of processed pyritum-dopedβ-tricalcium phosphate biomimetic scaffold with angiogenesis and bone regeneration capability 被引量:1
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作者 Chenxu WEI Zongan LI +9 位作者 Xiaoyun LIANG Yuwei ZHAO Xingyu ZHU Haibing HUA Guobao CHEN Kunming QIN Zhipeng CHEN Changcan SHI Feng ZHANG Weidong LI 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 2025年第9期863-880,共18页
Bone repair remains an important target in tissue engineering,making the development of bioactive scaffolds for effective bone defect repair a critical objective.In this study,β-tricalcium phosphate(β-TCP)scaffolds ... Bone repair remains an important target in tissue engineering,making the development of bioactive scaffolds for effective bone defect repair a critical objective.In this study,β-tricalcium phosphate(β-TCP)scaffolds incorporated with processed pyritum decoction(PPD)were fabricated using three-dimensional(3D)printing-assisted freeze-casting.The produced composite scaffolds were evaluated for their mechanical strength,physicochemical properties,biocompatibility,in vitro proangiogenic activity,and in vivo efficacy in repairing rabbit femoral defects.They not only demonstrated excellent physicochemical properties,enhanced mechanical strength,and good biosafety but also significantly promoted the proliferation,migration,and aggregation of pro-angiogenic human umbilical vein endothelial cells(HUVECs).In vivo studies revealed that all scaffold groups facilitated osteogenesis at the bone defect site,with theβ-TCP scaffolds loaded with PPD markedly enhancing the expression of neurogenic locus Notch homolog protein 1(Notch1),vascular endothelial growth factor(VEGF),bone morphogenetic protein-2(BMP-2),and osteopontin(OPN).Overall,the scaffolds developed in this study exhibited strong angiogenic and osteogenic capabilities both in vitro and in vivo.The incorporation of PPD notably promoted the angiogenic-osteogenic coupling,thereby accelerating bone repair,which suggests that PPD is a promising material for bone repair and that the PPD/β-TCP scaffolds hold great potential as a bone graft alternative. 展开更多
关键词 Bone defect Processed pyritum three-dimensional(3D)printing-assisted freeze-casting ANGIOGENESIS Bone regeneration VEGF-Notch1-BMP-2-OPN coupling
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Glasses-free three-dimensional laparoscopic systems in oncologic surgery:Innovation or equivalence?
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作者 Gustavo Eder González Alvarez Christian Ramírez Sánchez +3 位作者 Melissa Martínez Nieto Mario A Alarcón-Sánchez Juan JoséVarela-Hernández Sarah M LomelíMartínez 《World Journal of Gastrointestinal Surgery》 2025年第11期6-11,共6页
The development of minimally invasive surgery has transformed the management of gastrointestinal cancer.Notably,three-dimensional visualization systems have increased surgical precision.This editorial discusses a rece... The development of minimally invasive surgery has transformed the management of gastrointestinal cancer.Notably,three-dimensional visualization systems have increased surgical precision.This editorial discusses a recent study by Shen and Zhang,which compared the clinical applications of naked-eye threedimensional laparoscopic systems vs traditional optical systems in radical surgery for gastric and colorectal cancer.Both systems appeared to yield comparable surgical and oncological outcomes in terms of safety parameters,operating times,and quality of lymph node dissection.However,the spectacle-free system’s technical and logistical limitations hindered its effects on the surgical team’s overall competency.This editorial examines the authors’findings within the broader context of the evolution of oncologic laparoscopy,discusses the relevance of the results in light of the current literature,and proposes future research directions focused on multicenter validation,comprehensive ergonomic analysis,and technological advancements aimed at enhancing intraoperative collaboration.As technology continues to evolve,clinical implementation of new methods must be supported by robust scientific evidence and standardized criteria,to ensure tangible improvements in efficiency,safety,and oncologic outcomes. 展开更多
关键词 Autostereoscopic three-dimensional technology Laparoscopic surgery three-dimensional laparoscopy Twodimensional laparoscopy Oncologic surgery
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Investigation into the degradation of 2,4,6-trichlorophenol utilizing a three-dimensional electrocatalytic reactor filled with fluorine-doped copper-carbon particle electrodes
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作者 Hongrui Zhang Wenyu Huang +4 位作者 Hainong Song Hanhui Yan Jia Zhang Fang Zhong Huilan Li 《Journal of Environmental Sciences》 2025年第9期701-719,共19页
The three-dimensional particle electrode system exhibits significant potential for application in the treatment of wastewater.Nonetheless,the advancement of effective granular electrodes characterized by elevated cata... The three-dimensional particle electrode system exhibits significant potential for application in the treatment of wastewater.Nonetheless,the advancement of effective granular electrodes characterized by elevated catalytic activity and minimal energy consumption continues to pose a significant challenge.In this research,Fluorine-doped copper-carbon(F/Cu-GAC)particle electrodes were effectively synthesized through an impregnationcalcination technique,utilizing granular activated carbon as the carrier and fluorinedoped modified copper oxides as the catalytic agents.The particle electrodes were subsequently utilized to promote the degradation of 2,4,6-trichlorophenol(2,4,6-TCP)in a threedimensional electrocatalytic reactor(3DER).The F/Cu-GAC particle electrodes were polarized under the action of electric field,which promoted the heterogeneous Fenton-like reaction in which H2O2 generated by two-electron oxygen reduction reaction(2e-ORR)of O_(2) was catalytically decomposed to·OH.The 3DER equipped with F/Cu-GAC particle electrodes showed 100%removal of 2,4,6-TCP and 79.24%removal of TOC with a specific energy consumption(EC)of approximately 0.019 kWh/g·COD after 2 h of operation.The F/Cu-GAC particle electrodes exhibited an overpotential of 0.38 V and an electrochemically active surface area(ECSA)of 715 cm^(2),as determined through linear sweep voltammetry(LSV)and cyclic voltammetry(CV)assessments.These findings suggest a high level of electrocatalytic performance.Furthermore,the catalytic mechanism of the 3DER equipped with F/Cu-GAC particle electrodes was elucidated through the application of X-ray photoelectron spectroscopy(XPS),electron spin resonance(ESR),and active species capture experiments.This investigation offers a novel approach for the effective degradation of 2,4,6-TCP. 展开更多
关键词 2 4 6-TRICHLOROPHENOL Heterogeneous Fenton-like process three-dimensional electrocatalytic reactor three-dimensional particle electrode system Fluorine-doped copper-carbon particle electrodes
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A Review of Three-Dimensional Research on Urban Recreation Space Based on CiteSpace
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作者 LIU Yongli 《Journal of Landscape Research》 2025年第1期30-34,共5页
In this study,CiteSpace software is used to carry out visual analysis on the three-dimensional research literature on urban recreation space from the perspective of compact city theory in the past 20 years,exploring t... In this study,CiteSpace software is used to carry out visual analysis on the three-dimensional research literature on urban recreation space from the perspective of compact city theory in the past 20 years,exploring the scientific development trend and research hotspots in this field.The results show that the number of published documents shows a fluctuating upward trend,and the significant growth rate reflects the role of policy orientation in promoting the concept of compact city.The co-occurrence analysis of keywords reveals the research hotspots of“compact city”,“recreation space”and“urban park”,while the emergence of new keywords such as“vertical city”and“spatial justice”indicates the new trend of recent research.The cluster analysis and timeline map further show the evolution of research themes,with“compact city”being the largest cluster and having rich connections with other themes such as“urban design”and“urban park”. 展开更多
关键词 Compact city Urban recreation space three-dimensional CITESPACE
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基于Stacking方法的银行客户产品认购预测
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作者 陈奕然 魏正元 张亚雯 《人工智能与机器人研究》 2026年第1期210-221,共12页
本文通过对银行客户数据的挖掘与建模,旨在预测客户是否会购买银行产品。采用融合随机森林、LightGBM、XGBoost及多层感知机的Stacking集成学习方法,先以四种模型作为基学习器挖掘数据中线性、非线性及复杂特征模式,再通过逻辑回归元学... 本文通过对银行客户数据的挖掘与建模,旨在预测客户是否会购买银行产品。采用融合随机森林、LightGBM、XGBoost及多层感知机的Stacking集成学习方法,先以四种模型作为基学习器挖掘数据中线性、非线性及复杂特征模式,再通过逻辑回归元学习器整合优化预测结果。实验结果显示,该集成模型预测准确性显著优于单一模型,在客户产品认购行为预测任务中表现出色。在应用中,基于高认购概率模型输出的重要特征与客户行为标签完成6个客群的划分,形成多维度用户画像体系,为精准营销与客户关系管理提供支持。 展开更多
关键词 stacking集成学习 数据挖掘 机器学习 树模型 神经网络
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Resection of a ganglioneuroma encasing major blood vessels using three-dimensional laparoscopy combined with organ suspension:A case report
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作者 Guo-Zhen Wu Shen-Zhe Fang +1 位作者 Shi-An Yu Min Yu 《World Journal of Gastrointestinal Surgery》 2025年第8期467-475,共9页
BACKGROUND Ganglioneuroma is a rare,well-differentiated,slow-growing benign tumor of the peripheral nerves,with surgical resection being the only curative treatment.Surgical resection of ganglioneuromas encasing major... BACKGROUND Ganglioneuroma is a rare,well-differentiated,slow-growing benign tumor of the peripheral nerves,with surgical resection being the only curative treatment.Surgical resection of ganglioneuromas encasing major blood vessels remains a substantial clinical challenge.Traditionally,these cases often require open abdominal surgery or combined organ resections,and in some instances,the tumors are considered unresectable.Currently,no reports have described the resection of such tumors via laparoscopy.CASE SUMMARY A 35-year-old woman was admitted to our hospital after the incidental discovery of a retroperitoneal space-occupying lesion.Imaging revealed a mass with the celiac axis and superior mesenteric artery passing through it.A neurogenic tumor was suspected,with ganglioneuroma being the most likely diagnosis.Following comprehensive preoperative preparation,the retroperitoneal tumor was resected using a three-dimensional laparoscopy combined with an organ suspension technique.The surgical approach involved incising the tumor along the vascular axis and conducting meticulous,vascular-preserving tumor excision.The operation lasted approximately 458 minutes,with an estimated blood loss of 50 mL.The patient was discharged on the 8th postoperative day.A transient liver injury occurred after surgery but improved rapidly.After 11 months of postoperative follow-up,no complications or tumor recurrence were observed.CONCLUSION This case illustrates the feasibility of minimally invasive laparoscopic resection for retroperitoneal ganglioneuromas encasing major blood vessels. 展开更多
关键词 Ganglioneuromas Retroperitoneal three-dimensional laparoscopy Organ suspension Case report
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