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A novel fusion method of improved adaptive LTP and two-directional two-dimensional PCA for face feature extraction
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作者 罗元 王薄宇 +1 位作者 张毅 赵立明 《Optoelectronics Letters》 EI 2018年第2期143-147,共5页
In this paper, under different illuminations and random noises, focusing on the local texture feature's defects of a face image that cannot be completely described because the threshold of local ternary pattern(LT... In this paper, under different illuminations and random noises, focusing on the local texture feature's defects of a face image that cannot be completely described because the threshold of local ternary pattern(LTP) cannot be calculated adaptively, a local three-value model of improved adaptive local ternary pattern(IALTP) is proposed. Firstly, the difference function between the center pixel and the neighborhood pixel weight is established to obtain the statistical characteristics of the central pixel and the neighborhood pixel. Secondly, the adaptively gradient descent iterative function is established to calculate the difference coefficient which is defined to be the threshold of the IALTP operator. Finally, the mean and standard deviation of the pixel weight of the local region are used as the coding mode of IALTP. In order to reflect the overall properties of the face and reduce the dimension of features, the two-directional two-dimensional PCA((2D)~2 PCA) is adopted. The IALTP is used to extract local texture features of eyes and mouth area. After combining the global features and local features, the fusion features(IALTP+) are obtained. The experimental results on the Extended Yale B and AR standard face databases indicate that under different illuminations and random noises, the algorithm proposed in this paper is more robust than others, and the feature's dimension is smaller. The shortest running time reaches 0.329 6 s, and the highest recognition rate reaches 97.39%. 展开更多
关键词 pca LTP
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Two-dimensional grating line parameter calibration based on biaxial phase mapping
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作者 TENG Hai-rui LIANG Xu +3 位作者 JIN Si-yu SUN Yu-jia LI Wen-hao LIU Zhao-wu 《中国光学(中英文)》 北大核心 2026年第2期407-420,共14页
The two-dimensional grating serves as a critical component in plane grating interferometers for achieving high-precision multidimensional displacement measurements.The calibration of grating groove density and orthogo... The two-dimensional grating serves as a critical component in plane grating interferometers for achieving high-precision multidimensional displacement measurements.The calibration of grating groove density and orthogonality error of grating grooves not only improves the positioning accuracy of grating interferometers but also provides essential feedback for optimizing two-dimensional grating fabrication.This study proposes a method for simultaneous calibration of these parameters using orthogonal heterodyne laser interferometry.A two-dimensional grating interferometer is built with the grating to be measured,and a biaxial laser interferometer provides a displacement reference for it.The phase mapping relationship between grating interference and laser interference is established.The interference phase information obtained by any two displacements can simultaneously solve the above three parameters and obtain the grating installation error.The feasibility of the proposed method is verified by using a 1200 gr/mm two-dimensional grating.The standard deviation of the grating groove density in the X and Y directions is 0.012 gr/mm and 0.014 gr/mm,respectively.The standard deviation of the orthogonality error of grating grooves is 0.004°,and the standard deviation of the installation error is 0.002°.Compared with the atomic force microscope method,the consistency of the grating groove density in the X and Y directions is better than 0.03 gr/mm and 0.06 gr/mm,and the orthogonality error of grating grooves is better than 0.008°.The experimental results show that the proposed method can be simply and efficiently applied to the calibration of the grating line parameters of the two-dimensional grating. 展开更多
关键词 two-dimensional grating grating line parameter calibration grating groove density orthogonality error of grating grooves
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Two-Dimensional MXene-Based Advanced Sensors for Neuromorphic Computing Intelligent Application
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作者 Lin Lu Bo Sun +2 位作者 Zheng Wang Jialin Meng Tianyu Wang 《Nano-Micro Letters》 2026年第2期664-691,共28页
As emerging two-dimensional(2D)materials,carbides and nitrides(MXenes)could be solid solutions or organized structures made up of multi-atomic layers.With remarkable and adjustable electrical,optical,mechanical,and el... As emerging two-dimensional(2D)materials,carbides and nitrides(MXenes)could be solid solutions or organized structures made up of multi-atomic layers.With remarkable and adjustable electrical,optical,mechanical,and electrochemical characteristics,MXenes have shown great potential in brain-inspired neuromorphic computing electronics,including neuromorphic gas sensors,pressure sensors and photodetectors.This paper provides a forward-looking review of the research progress regarding MXenes in the neuromorphic sensing domain and discussed the critical challenges that need to be resolved.Key bottlenecks such as insufficient long-term stability under environmental exposure,high costs,scalability limitations in large-scale production,and mechanical mismatch in wearable integration hinder their practical deployment.Furthermore,unresolved issues like interfacial compatibility in heterostructures and energy inefficiency in neu-romorphic signal conversion demand urgent attention.The review offers insights into future research directions enhance the fundamental understanding of MXene properties and promote further integration into neuromorphic computing applications through the convergence with various emerging technologies. 展开更多
关键词 two-dimensional MXenes SENSOR Neuromorphic computing Multimodal intelligent system Wearable electronics
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Two-dimensional kagome semiconductor Sc_(6)S_(5)X_(6)(X=Cl,Br,I)with trilayer kagome lattice
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作者 Jin-Ling Yan Xing-Yu Wang +5 位作者 Gen-Ping Wu Hao Wang Ya-Jiao Ke Jiafu Wang Zhi-Hong Liu Jun-Hui Yuan 《Chinese Physics B》 2026年第2期519-528,共10页
Two-dimensional(2D)multilayer kagome materials hold significant research value for regulating kagome-related physical properties and exploring quantum effects.However,their development is hindered by the scarcity of a... Two-dimensional(2D)multilayer kagome materials hold significant research value for regulating kagome-related physical properties and exploring quantum effects.However,their development is hindered by the scarcity of available material systems,making the identification of novel 2D multilayer kagome candidates particularly important.In this work,three types of 2D materials with trilayer kagome lattices,namely Sc_(6)S_(5)X_(6)(X=Cl,Br,I),are predicted based on first-principles calculations.These 2D materials feature two kagome lattices composed of Sc atoms and one kagome lattice composed of S atoms.Stability analysis indicates that these materials can exist as free-standing 2D materials.Electronic structure calculations reveal that Sc_(6)S_(5)X_(6)are narrow-bandgap semiconductors(0.76–0.95 e V),with their band structures exhibiting flat bands contributed by Sc-based kagome lattices and Dirac band gaps resulting from symmetry breaking.The sulfur-based kagome lattice in the central layer contributes an independent flat band below the Fermi level.Additionally,Sc_(6)S_(5)X_(6)exhibit high carrier mobility,with hole and electron mobilities reaching up to 10^(3)cm^(2)·V^(-1)·s^(-1),indicating potential applications in low-dimensional electronic devices.This work provides an excellent example for the development of novel multilayer 2D kagome materials. 展开更多
关键词 multilayer kagome lattice two-dimensional materials carrier mobility first-principles calculations
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基于GRO-LSTM与PCA的机床故障诊断方法研究
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作者 孙兴伟 李鑫宇 +2 位作者 赵泓荀 杨赫然 穆士博 《组合机床与自动化加工技术》 北大核心 2026年第3期69-74,共6页
传统基于规则和经验的机床故障诊断方法通常依赖人为设定阈值,因此具有较强的主观性和局限性。针对这一问题,提出了一种基于长短时记忆网络(LSTM)、淘金热算法(GRO)及主成分分析法(PCA)相结合的机床运行状态监测及故障诊断方法。该方法... 传统基于规则和经验的机床故障诊断方法通常依赖人为设定阈值,因此具有较强的主观性和局限性。针对这一问题,提出了一种基于长短时记忆网络(LSTM)、淘金热算法(GRO)及主成分分析法(PCA)相结合的机床运行状态监测及故障诊断方法。该方法通过GRO-LSTM模型预测机床主轴振动加速度、主轴温度和机床输入功率时域信号,结合PCA计算正常加工情况下数据样本的统计量值和控制限值,作为故障判定依据,实现对异常加工状态的精准诊断。通过螺杆转子铣削试验验证了该方法的有效性,将其与传统LSTM、GRU和传统RNN模型的预测精度与诊断性能进行对比分析。结果表明,结合GRO-LSTM与PCA的模型在预测精度与故障诊断能力上均展现出显著优势,验证了其在实际应用中的有效性。 展开更多
关键词 故障诊断 GRO LSTM pca
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基于DCT和PCA的证书版权保护数字水印算法
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作者 高洪福 《微型电脑应用》 2026年第2期131-135,共5页
根据电子证书下载的流程、二维码、离散余弦变换(DCT)与主成分分析(PCA)的特点,提出一种基于DCT和PCA的证书版权保护数字水印算法。将证书下载链接生成二值水印图像,选择具有自动纠正功能的二维码图像作为载体图像,并对图像进行DCT来生... 根据电子证书下载的流程、二维码、离散余弦变换(DCT)与主成分分析(PCA)的特点,提出一种基于DCT和PCA的证书版权保护数字水印算法。将证书下载链接生成二值水印图像,选择具有自动纠正功能的二维码图像作为载体图像,并对图像进行DCT来生成系数矩阵,筛选AC(alternating current)分量中的低频系数作为初步嵌入系数,对其采用PCA提取最佳嵌入系数,对加密后的水印图像采用乘法规则嵌入这些系数。实验结果证实,所提出的算法不仅对各种噪声、图像亮度、对比度的增减等攻击表现出了很强的鲁棒性,对几何攻击也表现出了很强的鲁棒性,归一化相关系数达到了0.95以上,能有效实现证书版权保护。 展开更多
关键词 证书版权保护 二维码 DCT pca 数字水印算法
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基于PCA-熵值法模型的深部巷道顶板涌水评价及动态防控
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作者 耿铭 王欢 徐青云 《矿业研究与开发》 北大核心 2026年第2期147-157,共11页
为精准评价深部巷道顶板涌水风险,弥补传统评价方法因指标冗余和主观赋权导致的可信度低的缺陷,提出一种耦合主成分分析(PCA)与熵值法的综合计算方法,利用PCA对多源指标降维以消除信息重叠,提取关键主成分后量化各主成分权重,引入熵值... 为精准评价深部巷道顶板涌水风险,弥补传统评价方法因指标冗余和主观赋权导致的可信度低的缺陷,提出一种耦合主成分分析(PCA)与熵值法的综合计算方法,利用PCA对多源指标降维以消除信息重叠,提取关键主成分后量化各主成分权重,引入熵值法实现综合评价指数的客观化计算,结合各项指标的样本输入数据集,以“主成分提取-综合指数计算-模型对比验证-动态防控”为逻辑框架,构建煤层顶板涌水评价模型。结果表明:断层导水系数是影响工作面顶板涌水的主控因素,渗透系数次之。基于PCA-熵值法计算的综合指数与现场淋水数据的高拟合特性,划分5种富水性危险等级。判定距1315工作面切眼518~678 m区域处于极高危险性区域,0~425 m处于较高危险性区域。针对不同区域顶板涌水特征,提出“分区防控-立体堵截-排水优化”的技术路径。研究结果完善了顶板涌水危险的划分与判别体系,为深部资源安全开采提供了新方法。 展开更多
关键词 顶板涌水 指标降维 pca-熵值法 综合评价 动态防控
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Inhibitory effect of the interlayer of two-dimensional vermiculite on the polysulfide shuttle in lithium-sulfur batteries 被引量:1
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作者 CHEN Xiaoli LUO Zhihong +3 位作者 XIONG Yuzhu WANG Aihua CHEN Xue SHAO Jiaojing 《无机化学学报》 北大核心 2025年第8期1661-1671,共11页
A functional interlayer based on two-dimensional(2D)porous modified vermiculite nanosheets(PVS)was obtained by acid-etching vermiculite nanosheets.The as-obtained 2D porous nanosheets exhibited a high specific surface... A functional interlayer based on two-dimensional(2D)porous modified vermiculite nanosheets(PVS)was obtained by acid-etching vermiculite nanosheets.The as-obtained 2D porous nanosheets exhibited a high specific surface area of 427 m^(2)·g^(-1)and rich surface active sites,which help restrain polysulfides(LiPSs)through good physi-cal and chemical adsorption,while simultaneously accelerating the nucleation and dissolution kinetics of Li_(2)S,effec-tively suppressing the shuttle effect.The assembled lithium-sulfur batteries(LSBs)employing the PVS-based inter-layer delivered a high initial discharge capacity of 1386 mAh·g^(-1)at 0.1C(167.5 mAh·g^(-1)),long-term cycling stabil-ity,and good rate property. 展开更多
关键词 vermiculite nanosheets two-dimensional materials INTERLAYER shuttle effect lithium-sulfur batteries
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基于精细地形与DBSCAN-PCA算法的山区铁路排水设施选址
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作者 陈柳廷 张璇钰 +3 位作者 董秀军 刘桂卫 孙琪皓 邓博 《测绘通报》 北大核心 2026年第2期118-125,共8页
铁路水毁灾害是铁路线路危情中发生频率最高、范围最广、危害程度最大、中断行车最长的一类,而山区铁路因地形复杂和气候多变导致水毁灾害频发,对铁路安全运输造成严重影响,而传统人工选址耗时费力且难以进行区域宏观优化调配。为解决... 铁路水毁灾害是铁路线路危情中发生频率最高、范围最广、危害程度最大、中断行车最长的一类,而山区铁路因地形复杂和气候多变导致水毁灾害频发,对铁路安全运输造成严重影响,而传统人工选址耗时费力且难以进行区域宏观优化调配。为解决山区铁路排水设施智能选址问题,本文通过提取三维精细化地形特征,在DBSCAN密度聚类算法和主成分分析(PCA)基础上,提出一种“空间聚类-降维联合”排水设施选择智能优化分配算法,并以湖南省某山区铁路为例,对铁路排水设施的选址进行预测。结果表明,预测结果与实际工程布设的涵洞位置吻合度达92%,排水沟设计覆盖高风险区域,优化后的排水系统可减少路基积水概率,显著提升铁路抗水毁能力。研究结果验证了基于该分配算法的排水设施选址方法,在复杂地形条件下的适用性,为山区铁路排水设施选址设计和优化提供了一定的参考依据。 展开更多
关键词 精细化地形特征 水文分析 排水设施选址 DBSCAN聚类 pca SCS-CN模型
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Wearable Biodevices Based on Two-Dimensional Materials:From Flexible Sensors to Smart Integrated Systems 被引量:1
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作者 Yingzhi Sun Weiyi He +3 位作者 Can Jiang Jing Li Jianli Liu Mingjie Liu 《Nano-Micro Letters》 2025年第5期207-255,共49页
The proliferation of wearable biodevices has boosted the development of soft,innovative,and multifunctional materials for human health monitoring.The integration of wearable sensors with intelligent systems is an over... The proliferation of wearable biodevices has boosted the development of soft,innovative,and multifunctional materials for human health monitoring.The integration of wearable sensors with intelligent systems is an overwhelming tendency,providing powerful tools for remote health monitoring and personal health management.Among many candidates,two-dimensional(2D)materials stand out due to several exotic mechanical,electrical,optical,and chemical properties that can be efficiently integrated into atomic-thin films.While previous reviews on 2D materials for biodevices primarily focus on conventional configurations and materials like graphene,the rapid development of new 2D materials with exotic properties has opened up novel applications,particularly in smart interaction and integrated functionalities.This review aims to consolidate recent progress,highlight the unique advantages of 2D materials,and guide future research by discussing existing challenges and opportunities in applying 2D materials for smart wearable biodevices.We begin with an in-depth analysis of the advantages,sensing mechanisms,and potential applications of 2D materials in wearable biodevice fabrication.Following this,we systematically discuss state-of-the-art biodevices based on 2D materials for monitoring various physiological signals within the human body.Special attention is given to showcasing the integration of multi-functionality in 2D smart devices,mainly including self-power supply,integrated diagnosis/treatment,and human–machine interaction.Finally,the review concludes with a concise summary of existing challenges and prospective solutions concerning the utilization of2D materials for advanced biodevices. 展开更多
关键词 two-dimensional material Wearable biodevice Flexible sensor Smart integrated system Healthcare
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联合PCA和因果网络的核电厂异常监测与溯源分析方法研究
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作者 李子康 王航 +1 位作者 彭敏俊 虞越 《核动力工程》 北大核心 2026年第1期242-250,共9页
针对核电厂参数耦合导致异常传播范围广、参数报警信号多,干扰操纵员判断以及数据驱动的异常监测方法可解释性较差的问题,提出一种联合主元分析(PCA)与因果网络的核电厂异常监测及溯源分析方法。该方法通过PCA实现系统异常快速监测,结... 针对核电厂参数耦合导致异常传播范围广、参数报警信号多,干扰操纵员判断以及数据驱动的异常监测方法可解释性较差的问题,提出一种联合主元分析(PCA)与因果网络的核电厂异常监测及溯源分析方法。该方法通过PCA实现系统异常快速监测,结合因果网络分析系统异常传播路径并追溯源头。利用福清核电站M310堆型全范围模拟机中位于不同系统的2类典型故障案例进行方法验证,结果表明该方法可有效定位异常子系统和关键变量,因果溯源路径与系统故障后实际变化特性吻合,可为核电厂操纵员开展故障处置提供可解释的决策支持信息。 展开更多
关键词 核电厂 主元分析(pca) 因果网络 状态监测 溯源分析
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Origin of two-dimensional hole gas at the hydrogen-terminated diamond surfaces:Negative interface valence-induced upward band bending 被引量:1
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作者 Qingzhong Gui Wei Yu +9 位作者 Chunmin Cheng Hailing Guo Xiaoming Zha Ruyue Cao Hongxia Zhong John Robertson Sheng Liu Zhaofu Zhang Zhuo Jiang Yuzheng Guo 《Journal of Materials Science & Technology》 2025年第4期76-85,共10页
The surface transfer doping model has been extensively adopted as a mechanism to account for the generation of hole accumulation layers below hydrogen-terminated diamond(H-diamond)surfaces.To achieve effective surface... The surface transfer doping model has been extensively adopted as a mechanism to account for the generation of hole accumulation layers below hydrogen-terminated diamond(H-diamond)surfaces.To achieve effective surface transfer doping,surface electron acceptor materials with high electron affinity(EA)are required to produce a high density of two-dimensional hole gas(2DHG)on the H-diamond subsurface.We have established ingenious theoretical models to demonstrate that even if these solid materials do not have a high EA value,they remain capable of absorbing electrons from the H-diamond surface by forming a negatively charged interface to act as a surface electron acceptor in the surface transfer doping model.Our calculations,particularly for the local density of states,provide compelling evidence that the effect of an interface with negative charges induces an upward band bending on the H-diamond side.Furthermore,the valence band maximum of the diamond atoms at the interface crosses the Fermi level,giving rise to strong surface transfer p-type doping.These results give a strong theoretical interpretation of the origin of 2DHG on H-diamond surfaces.The proposed guidelines contribute to further improvements in the performance of 2DHG H-diamond field effect transistors. 展开更多
关键词 Hydrogen-terminated diamond Surface transfer doping two-dimensional hole gas First-principles calculations
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Finite-Time Expected Present Value of Operating Costs until Ruin in a Two-Dimensional Risk Model with Periodic Observation
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作者 TENG Ye XIE Jiayi ZHANG Zhimin 《应用概率统计》 北大核心 2025年第5期748-765,共18页
This paper investigates ruin,capital injection,and dividends for a two-dimensional risk model.The model posits that surplus levels of insurance companies are governed by a perturbed composite Poisson risk model.This m... This paper investigates ruin,capital injection,and dividends for a two-dimensional risk model.The model posits that surplus levels of insurance companies are governed by a perturbed composite Poisson risk model.This model introduces a dependence between the two surplus levels,present in both the associated perturbations and the claims resulting from common shocks.Critical levels of capital injection and dividends are established for each of the two risks.The surplus levels are observed discretely at fixed intervals,guiding decisions on capital injection,dividends,and ruin at these junctures.This study employs a two-dimensional Fourier cosine series expansion method to approximate the finite time expected discounted operating cost until ruin.The ensuing approximation error is also quantified.The validity and accuracy of the method are corroborated through numerical examples.Furthermore,the research delves into the optimal capital allocation problem. 展开更多
关键词 two-dimensional risk model Fourier cosine expansion capital injection DIVIDEND
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氢吗啡酮PCA治疗青少年难治性癌痛1例
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作者 邱宾 王箩 +2 位作者 胡海丹 张志春 李缙 《中国疼痛医学杂志》 北大核心 2026年第3期239-240,共2页
导言难治性癌痛的治疗工作艰难且重要。近年来,中国抗癌协会癌症康复与姑息治疗专业委员会积极推广“治痛道合”癌痛规范化管理等系列项目,探索具有中国特色的难治性癌痛治疗之路。为进一步提升临床难治性癌痛的规范化诊疗水平,通过多... 导言难治性癌痛的治疗工作艰难且重要。近年来,中国抗癌协会癌症康复与姑息治疗专业委员会积极推广“治痛道合”癌痛规范化管理等系列项目,探索具有中国特色的难治性癌痛治疗之路。为进一步提升临床难治性癌痛的规范化诊疗水平,通过多期难治性癌痛临床案例MDT研讨和技能比拼,遴选出对临床具有借鉴价值的典型案例,并邀请专家进行全面解析点评,刊登在《中国疼痛医学杂志》合理用药栏目中,以期为广大临床医师提供参考。 展开更多
关键词 青少年 氢吗啡酮pca 难治性癌痛
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融合PCA技术的RF模型及LSTM模型在水质预测中的应用
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作者 张中治 李军 《地下水》 2026年第1期153-156,共4页
卧龙湖作为辽宁省内最大的平原淡水湖,流域面积1644.6平方公里,属于浅水型湿地湖泊。2012年被列为国家湿地湖泊保护利用试点湖泊,因此对其进行生态保护对辽宁省水生态环境而言意义重大。对原始水质数据做数据标准化、归一化处理,使用PC... 卧龙湖作为辽宁省内最大的平原淡水湖,流域面积1644.6平方公里,属于浅水型湿地湖泊。2012年被列为国家湿地湖泊保护利用试点湖泊,因此对其进行生态保护对辽宁省水生态环境而言意义重大。对原始水质数据做数据标准化、归一化处理,使用PCA主成分分析模型筛选出影响水质主要因素,将它们作为RandomForest模型的输入,采用单因子指数法评价水质,通过创建多个决策树对水质进行预测。数据预处理后作为LSTM模型的输入,经训练后确定模型参数,再将输出反归一化,得到最终预测结果。实验表明,该方案能较好的对卧龙湖水质进行准确预测,随机森林模型准确率为85.7%,LSTM模型的均方根误差(RMSE),平均绝对误差(MAE)较小,趋近于0;拟合度(R2)趋近于1。 展开更多
关键词 水质预测 pca技术 长短时记忆神经网络 随机森林模型 数据预处理
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MXenes-based separators with nanoconfined two-dimensional channels for high-performance lithium-sulfur battery
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作者 Yi-Hui Zhao Shuai Li +6 位作者 Yu-Lu Huo Zhen Li Lan-Lan Hou Yong-Qiang Wen Xiao-Xian Zhao Jian-Jun Song Jing-Chong Liu 《Rare Metals》 2025年第5期2921-2944,共24页
Lithium-sulfur(Li-S)batteries with high energy density and capacity have garnered significant research attention among various energy storage devices.However,the shuttle effect of polysulfides(LiPSs)remains a major ch... Lithium-sulfur(Li-S)batteries with high energy density and capacity have garnered significant research attention among various energy storage devices.However,the shuttle effect of polysulfides(LiPSs)remains a major challenge for their practical application.The design of battery separators has become a key aspect in addressing the challenge.MXenes,a promising two-dimensional(2D)material,offer exceptional conductivity,large surface area,high mechanical strength,and active sites for surface reactions.When assembled into layered films,MXenes form highly tunable two-dimensional channels ranging from a few angstroms to over 1 nm.These nanoconfined channels are instrumental in facilitating lithium-ion transport while effectively impeding the shuttle effect of LiPSs,which are essential for improving the specific capacity and cyclic stability of Li-S batteries.Substantial progress has been made in developing MXenes-based separators for Li-S batteries,yet there remains a research gap in summarizing advancements from the perspective of interlayer engineering.This entails maintaining the 2D nanochannels of layered MXenes-based separators while modulating the physicochemical environment within the MXenes interlayers through targeted modifications.This review highlights advancements in in situ modification of MXenes and their integration with 0D,1D,and 2D materials to construct laminated nanocomposite separators for Li-S batteries.The future development directions of MXenes-based materials in Li-S energy storage devices are also outlined,to drive further advancements in MXenes for Li-S battery separators. 展开更多
关键词 Lithium-sulfur battery MXenes SEPARATOR two-dimensional materials two-dimensional nanochannels
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Two-Dimensional TiO_(2)Ultraviolet Filters for Sunscreens
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作者 Ling QiuHui-Ming Cheng Ruoning Yang +10 位作者 Jiefu Chen Xiang Li Yaxin Zhang Baofu Ding Yujiangsheng Xu Shaoqiang Luo Shaohua Ma Xingang Ren Gang Liu Ling Qiu Hui-Ming Cheng 《Nano-Micro Letters》 2025年第12期108-119,共12页
Titanium dioxide(TiO_(2))has been an important protective ingredient in mineral-based sunscreens since the 1990s.However,traditional TiO_(2)nanoparticle formulations have seen little improvement over the past decades ... Titanium dioxide(TiO_(2))has been an important protective ingredient in mineral-based sunscreens since the 1990s.However,traditional TiO_(2)nanoparticle formulations have seen little improvement over the past decades and continue to face persistent challenges related to light transmission,biosafety,and visual appearance.Here,we report the discovery of two-dimensional(2D)TiO_(2),characterized by a micro-sized lateral dimension(~1.6μm)and atomic-scale thickness,which fundamentally resolves these long-standing issues.The 2D structure enables exceptional light management,achieving 80%visible light transparency—rendering it nearly invisible on the skin—while maintaining UV-blocking performance comparable to unmodified rutile TiO_(2)nanoparticles.Its larger lateral size results in a two-orders-of-magnitude reduction in skin penetration(0.96 w/w%),significantly enhancing biosafety.Moreover,the unique layered architecture inherently suppresses the generation of reactive oxygen species(ROS)under sunlight exposure,reducing the ROS generation rate by 50-fold compared to traditional TiO_(2)nanoparticles.Through precise metal element modulation,we further developed the first customizable sunscreen material capable of tuning UV protection ranges and automatically matching diverse skin tones.The 2D TiO_(2)offers a potentially transformative approach to modern sunscreen formulation,combining superior UV protection,enhanced safety and a natural appearance. 展开更多
关键词 two-dimensional Titanium dioxide SUNSCREEN BIOSAFETY
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Analysis of Leakage Effects on Outlet Flow Characteristics of a Two-dimensional Piston Pump
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作者 Yu Huang Hanyu Xu +2 位作者 Wei Shao Chuan Ding Li Liu 《Chinese Journal of Mechanical Engineering》 2025年第3期545-557,共13页
Owing to their rolling friction,two-dimensional piston pumps are highly suitable as power components for electro-hydrostatic actuators(EHAs).These pumps are particularly advantageous for applications requiring high ef... Owing to their rolling friction,two-dimensional piston pumps are highly suitable as power components for electro-hydrostatic actuators(EHAs).These pumps are particularly advantageous for applications requiring high efficiency and reliability.However,the ambiguity surrounding the output flow characteristics of individual two-dimensional pumps poses a significant challenge in achieving precise closed-loop control of the EHA positions.To address this issue,this study established a comprehensive numerical model that included gap leakage to analyze the impact of leakage on the output flow characteristics of a two-dimensional piston pump.The validity of the numerical analysis was indirectly confirmed through meticulous measurements of the leakage and volumetric efficiency,ensuring robust results.The research findings indicated that,at lower pump speeds,leakage significantly affected the output flow rate,leading to potential inefficiencies in the system.Conversely,at higher rotational speeds,the impact of leakage was less pronounced,implying that the influence of leakage on the pump outlet flow must be carefully considered and managed for EHAs to perform position servo control.Additionally,the research demonstrates that two-dimensional motion does not have a unique or additional effect on pump leakage,thus simplifying the design considerations.Finally,the study concluded that maintaining an oil-filled leakage environment is beneficial because it helps reduce the impact of leakage and enhances the overall volumetric efficiency of the pump system. 展开更多
关键词 two-dimensional piston pump LEAKAGE Numerical simulation CLEARANCE
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Two-dimensional nanomaterials for environmental catalysis roadmap towards 2030
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作者 Jing Guo Jianzhong Ma +18 位作者 Junli Liu Guanjie Huang Xiaoting Zhou Francesco Parrino Riccardo Ceccato Leonardo Palmisano Boon-Junn Ng Lutfi Kurnianditia Putri Huaxing Li Rongjie Li Gang Liu Yang Wang Nikolay Kornienko Shan-Shan Zhu Zhenwei Zhang Xiaoming Liu Nur Atika Nikma Dahlan Siang-Piao Chai Jianmin Ma 《Chinese Chemical Letters》 2025年第9期223-235,共13页
Environmental catalysis has been considered one of the important research topics.Some technologies(e.g.,photocatalysis and electrocatalysis)have been intensively developed with the advance of synthetic technologies of... Environmental catalysis has been considered one of the important research topics.Some technologies(e.g.,photocatalysis and electrocatalysis)have been intensively developed with the advance of synthetic technologies of catalytical materials.In 2019,we discussed the development trend of this field,and wrote a roadmap on this topic in Chinese Chemical Letters(30(2019)2065-2088).Nowadays,we discuss it again from a new viewpoint along this road.In this paper,several subtopics are discussed,e.g.,photocatalysis based on titanium dioxide,violet phosphorus,graphitic carbon and covalent organic frameworks,electrocatalysts based on carbon,metal-and covalent-organic framework.Finally,we hope that this roadmap can enrich the development of two-dimensional materials in environmental catalysis with novel understanding,and give useful inspiration to explore new catalysts for practical applications. 展开更多
关键词 Environmental catalysis two-dimensional materials ELECTROCATALYSIS PHOTOCATALYSIS NANOMATERIALS
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Synthesis of two-dimensional diamond by phase transition from graphene at atmospheric pressure
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作者 Songyang Li Zhiguang Zhu +2 位作者 Youzhi Zhang Chengke Chen Xiaojun Hu 《Chinese Physics B》 2025年第5期596-607,共12页
It is a key challenge to prepare two-dimensional diamond(2D-diamond).Herein,we develop a method for synthesizing 2D-diamond by depositing monodisperse tantalum(Ta)atoms onto graphene substrates using a hot-filament ch... It is a key challenge to prepare two-dimensional diamond(2D-diamond).Herein,we develop a method for synthesizing 2D-diamond by depositing monodisperse tantalum(Ta)atoms onto graphene substrates using a hot-filament chemical vapor deposition setup,followed by annealing treatment under different temperatures at ambient pressure.The results indicate that when the annealing temperature increases from 700℃ to 1000℃,the size of the 2D-diamond found in the samples gradually increases from close to 20 nm to around 30 nm.Meanwhile,the size and number of amorphous carbon spheres and Ta-containing compounds between the graphene layers gradually increase.As the annealing temperature continues to rise to 1100℃,a significant aggregation of Ta-containing compounds is observed in the samples,with no diamond structure detected.This further confirms that monodisperse Ta atoms play a key role in graphene phase transition into 2D-diamond.This study provides a novel method for the ambient-pressure phase transition of graphene into 2D-diamond. 展开更多
关键词 GRAPHENE two-dimensional diamond vacuum annealing phase transition
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