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Tracing equatorward and poleward boundaries of the magnetospheric cusp from a simulated X-ray image
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作者 Xue Wang TianRan Sun +4 位作者 C.Philippe Escoubet Andy Read YiHong Guo Steve Sembay Chi Wang 《Earth and Planetary Physics》 2026年第1期144-155,共12页
A large-scale view of the magnetospheric cusp is expected to be obtained by the Soft X-ray Imager(SXI)onboard the Solar wind Magnetosphere Ionosphere Link Explorer(SMILE).However,it is challenging to trace the three-d... A large-scale view of the magnetospheric cusp is expected to be obtained by the Soft X-ray Imager(SXI)onboard the Solar wind Magnetosphere Ionosphere Link Explorer(SMILE).However,it is challenging to trace the three-dimensional cusp boundary from a two-dimensional X-ray image because the detected X-ray signals will be integrated along the line of sight.In this work,a global magnetohydrodynamic code was used to simulate the X-ray images and photon count images,assuming an interplanetary magnetic field with a pure Bz component.The assumption of an elliptic cusp boundary at a given altitude was used to trace the equatorward and poleward boundaries of the cusp from a simulated X-ray image.The average discrepancy was less than 0.1 RE.To reduce the influence of instrument effects and cosmic X-ray backgrounds,image denoising was considered before applying the method above to SXI photon count images.The cusp boundaries were reasonably reconstructed from the noisy X-ray image. 展开更多
关键词 SMILE mission X-ray image cusp boundary
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The February 8,2025,Swan Islands(Caribbean Sea) Earthquake:Lessons for Geohazards on Transform Plate and Micro-Plate Boundaries
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作者 Timothy M.Kusky Paul Mann Jiannan Meng 《Journal of Earth Science》 2025年第2期852-855,共4页
On February 8,2025,a remote area in the Caribbean Sea was rocked by a large M_(W)7.6(USGS,2025) earthquake,centered 209 km SSW of Georgetown,the capital of the Cayman Islands,and the largest city(population~41 000) of... On February 8,2025,a remote area in the Caribbean Sea was rocked by a large M_(W)7.6(USGS,2025) earthquake,centered 209 km SSW of Georgetown,the capital of the Cayman Islands,and the largest city(population~41 000) of the British Overseas Territories(Figure 1).The earthquake was significant due to its large magnitude,potential regional impact,and the possibility of generating a tsunami. 展开更多
关键词 micro plate boundaries transform plate boundaries tsunami potential Caribbean Sea swan islands earthquake GEOHAZARDS magnitude earthquake
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Segregation behaviors in{101^(-)1}compressive twin boundaries of Mg-RE alloy under deformation at room temperature 被引量:1
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作者 Yujie Cui Lili Guo +6 位作者 Yunwei Gui Kenta Aoyagi Haotian Tong Qinqin Wei Fangzhou Liu Yuichiro Hayasaka Akihiko Chiba 《Journal of Magnesium and Alloys》 2025年第1期330-337,共8页
Solute atoms and precipitates significantly influence the mechanical properties of Mg alloys.Previous studies have mainly focused on the segregation behaviors of Mg alloys after annealing.In this study,we investigated... Solute atoms and precipitates significantly influence the mechanical properties of Mg alloys.Previous studies have mainly focused on the segregation behaviors of Mg alloys after annealing.In this study,we investigated the segregation behaviors of an Mg-RE alloy under deformation.We found that the enrichment of solute atoms occurred in{101^(-)1}compressive twin boundaries under compression at 298 K without any annealing in an Mg-RE alloy by scanning transmission electron microscopy and energy-dispersive X-ray analysis.The segregated solutes and precipitates impeded the twin growth,partially contributing to the formation of small-sized{101^(-)1}compressive twins.This research indicates the twin boundaries can be strengthened by segregated solutes and precipitates formed under deformation at room temperature. 展开更多
关键词 Magnesium alloys Compression test Scanning/transmission electron microscopy(STEM) SEGREGATION Twin boundaries
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A Comprehensive Analysis of Recombination at Grain Boundaries in High-Efficiency Kesterite-Type Solar Cells
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作者 Daniel Abou-Ras Sebastian Weitz +6 位作者 Jialiang Huang Kaiwen Sun Yuancai Gong Alex Jimenez-Arguijo Mirjana Dimitrievska Xiaojing Hao Edgardo Saucedo 《Energy & Environmental Materials》 2025年第6期195-200,共6页
The present work reports on microscopic analyses of recombination at grain boundaries(GBs)in polycrystalline Li-doped(Ag,Cu)_(2)ZnSn(S,Se)_(4)(LiACZTSSe)and Cu_(2)ZnSnS_(4)(CZTS)absorber layers in high-efficiency sola... The present work reports on microscopic analyses of recombination at grain boundaries(GBs)in polycrystalline Li-doped(Ag,Cu)_(2)ZnSn(S,Se)_(4)(LiACZTSSe)and Cu_(2)ZnSnS_(4)(CZTS)absorber layers in high-efficiency solar cells(conversion efficiencies of 14.4%and 10.8%).Recombination velocities sG B were determined at a large number of GBs by evaluating profiles extracted from cathodoluminescence intensity distributions across GBs in these polycrystalline layers.In both Li-ACZTSSe and CZTS absorber layers,the sG B values exhibited wide ranges over several orders of magnitude with a median values of 680 and 1100 cm s^(-1)for the Li-ACZTSSe and CZTS absorbers. 展开更多
关键词 CATHODOLUMINESCENCE grain boundaries KESTERITE recombination velocity solar cells
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Ultrathin NiS_(2)nanocages with hierarchical-flexible walls and rich grain boundaries for efficient oxygen evolution reaction
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作者 Chupeng Luo Keying Su +3 位作者 Shan Yang Yujia Liang Yawen Tang Xiaoyu Qiu 《Chinese Chemical Letters》 2025年第5期717-722,共6页
Shape control of nickel sulfide(NiS_(2))catalysts is beneficial for boosting their catalytic performances,which is vital to their practical application as a class of advanced non-noble electro-catalysts.However,precis... Shape control of nickel sulfide(NiS_(2))catalysts is beneficial for boosting their catalytic performances,which is vital to their practical application as a class of advanced non-noble electro-catalysts.However,precisely controlling the formation kinetics and fabricate ultrathin NiS_(2)nanostructures still remains challenge.Herein,we provide an injection rate-mediated method to fabricate ultrathin NiS_(2)nanocages(HNCs)with hierarchical walls,high-density lattice defects and abundant grain boundaries(GBs).Through mechanism analysis,we find the injection rate determines the concentration of S_(2)−in the steady state and thus control the growth pattern,leading to the formation of NiS_(2)HNCs at slow etching kinetics and NiCo PBA@NiS_(2)frames at fast etching kinetics,respectively.Benefiting from the ultrathin and hierarchical walls that minimize the mass transport restrictions,the high-density lattice defects and GBs that offer abundant unsaturated reaction sites,the NiS_(2)HNCs exhibit obviously enhanced electrocatalytic activity and stability toward OER,with overpotential of 255mV to reach 10mA/cm^(2)and a Tafel slope of 27.44mV/dec,surpassing the performances of NiCo PBA@NiS_(2)frames and commercial RuO_(2). 展开更多
关键词 Nickel sulfide Ultrathin nanocages Grain boundaries Kinetics control Oxygen evolution reaction
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A universal descriptor to determine the effect of solutes in segregation at grain boundaries
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作者 Xin Li Peitao Liu +2 位作者 Wang Gao Xing-Qiu Chen Qing Jiang 《Journal of Materials Science & Technology》 2025年第19期22-27,共6页
The control of solute segregation at grain boundaries is of significance in engineering alloy properties.However,there is currently a lack of a physics-informed predictive model for estimating solute segre-gation ener... The control of solute segregation at grain boundaries is of significance in engineering alloy properties.However,there is currently a lack of a physics-informed predictive model for estimating solute segre-gation energies.Here we propose novel electronic descriptors for grain-boundary segregation based on the valence,electronegativity and size of solutes.By integrating the non-local coordination number of surfaces,we build a predictive analytic framework for evaluating the segregation energies across various solutes,grain-boundary structures,and segregation sites.This framework uncovers not only the coupling rule of solutes and matrices,but also the origin of solute-segregation determinants,which stems from the d-and sp-states hybridization in alloying.Our scheme establishes a novel picture for grain-boundary segregation and provides a useful tool for the design of advanced alloys. 展开更多
关键词 Solute segregation Grain boundaries Structure-property relationship Electronic descriptors
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Unlocking asymmetric C-C coupling pathways on commercial Cu catalysts via Cu (100) grain boundaries for efficient and durable CO electroreduction
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作者 Xianlong Lu Lili Wang +6 位作者 Xueyang Zhao Binbin Pan Zhendong Li Xiangfei Du Shihan Zhang Fan Dong Bangwei Deng 《Chinese Journal of Catalysis》 2025年第9期198-209,共12页
Copper(Cu)-based catalysts show significant potential for producing high value-added C_(2+)products in electrocatalytic CO_(2)/CO reduction reactions(CO(2)RR).However,the structural reconfiguration during operation po... Copper(Cu)-based catalysts show significant potential for producing high value-added C_(2+)products in electrocatalytic CO_(2)/CO reduction reactions(CO(2)RR).However,the structural reconfiguration during operation poses substantial challenges in identifying the intrinsic catalytic active site,especially under similar mass transport conditions.Herein,three typical and commercial Cu-based catalysts(Cu,CuO,and Cu_(2)O)are chosen as representatives to elucidate the structure-activity relationship of CORR in the membrane electrode assembly electrolyzer.Notably,only the Cu catalyst demonstrates the most suppression of hydrogen evolution reaction,thus achieving the highest FE of 86.7% for C_(2+)products at a current density of 500 mA cm^(-2) and maintaining a stable electrolysis over 110 h at a current of 200 mA cm^(-2).The influence of chemical valence state of Cu,electrochemical surface area,and local pH were firstly investigated and ruled out for the significant FE differences.Finally,based on the structure analysis from high resolution transmission electron microscope,OH-adsorption,in situ infrared spectroscopy and density functional theory calculations,it is suggested that the asymmetric C-C coupling(via ^(*)CHO and ^(*)CO)is the most probable reaction pathway for forming C_(2+)products,with Cu(100)-dominant grain boundaries(GBs)being the most favorable active sites.These findings provide deeper insights into the synergistic relationship between crystal facets and GBs in electrocatalytic systems. 展开更多
关键词 CO electroreduction Asymmetric C-C coupling Grain boundaries Cu-based catalyst C_(2+)product
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High-density low-angle grain boundaries enable exceptional combination of strength,ductility and toughness in 304 stainless steel
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作者 Kuanyuan Fan Baoxi Liu +3 位作者 Fuxing Yin Jiazhen He Binbin He Zhichao Luo 《Journal of Materials Science & Technology》 2025年第35期191-198,共8页
Austenitic stainless steels(ASSs)are widely used in various in-dustries such as aerospace,nuclear energy,food,and biotechnol-ogy owing to their exceptional combination of corrosion resistance,weldability,toughness,and... Austenitic stainless steels(ASSs)are widely used in various in-dustries such as aerospace,nuclear energy,food,and biotechnol-ogy owing to their exceptional combination of corrosion resistance,weldability,toughness,and formability[1,2].However,a signifi-cant drawback of ASSs is their low yield strength,which limits their applications in extreme environments[3].Grain boundary(GB)engineering plays a crucial role in enhancing the strength of ASSs[4,5].For instance,grain refinement techniques such as cold rolling followed by annealing[6],severe plastic deformation(SPD)[7],and surface mechanical attrition/rolling treatments[8,9]introduce high-angle GBs(HAGBs)into ASSs,thereby improving their strength.However,the high density of HAGBs limits their ca-pacity for dislocation storage and multiplication,leading to a sig-nificant loss of ductility[10,11].Additionally,several studies have shown that twin boundaries(TBs)can simultaneously enhance the strength,toughness,and corrosion resistance of ASSs[12,13]. 展开更多
关键词 austenitic stainless steels asss high density low angle grain boundaries DUCTILITY strength austenitic stainless steels refinement techniques stainless steel cold rolling
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Performance Boundaries of Air-and Ground-Coupled GPR for Void Detection in Multilayer Reinforced HSR Tunnel Linings:Simulation and Field Validation
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作者 Yang Lei Bo Jiang +5 位作者 Yucai Zhao Gaofeng Fu Falin Qi Tian Tian Qiankuan Feng Qiming Qu 《Structural Durability & Health Monitoring》 2025年第6期1657-1679,共23页
Detecting internal defects,particularly voids behind linings,is critical for ensuring the structural integrity of aging high-speed rail(HSR)tunnel networks.While ground-penetrating radar(GPR)is widely employed,systema... Detecting internal defects,particularly voids behind linings,is critical for ensuring the structural integrity of aging high-speed rail(HSR)tunnel networks.While ground-penetrating radar(GPR)is widely employed,systematic quantification of performance boundaries for air-coupled(A-CGPR)and ground-coupled(G-CGPR)systems within the complex electromagnetic environment of multilayer reinforced HSR tunnels remains limited.This study establishes physics-based quantitative performance limits for A-CGPR and G-CGPR through rigorously validated GPRMax finite-difference time-domain(FDTD)simulations and comprehensive field validation over a 300 m operational HSR tunnel section.Key performance metrics were quantified as functions of:(a)detection distance(A-CGPR:2.0–4.5 m;G-CGPR:≤0.1 m),(b)antenna frequency(A-CGPR:300 MHz;G-CGPR:400/900 MHz),(c)reinforcement configuration(unreinforced,single-layer,multilayer rebar),and(d)void geometry(axial length:0.1–1.0 m;radial depth:0.1–0.5 m).Key findings demonstrate:a.A-CGPR(300 MHz):Reliably detects axial voids≥0.3 m at distances≤3 m in minimally reinforced(single-layer rebar)linings(field R2=0.89).Performance degrades significantly at distances>3 m(>60%signal attenuation at 4.5 m)or under multilayer rebar interference,causing 25%–40%accuracy loss for voids<0.3 m.Optimal distance:2.0–2.5 m.b.G-CGPR(900 MHz):Achieves<5%size measurement error for axial voids≥0.1 m and radial voids≥0.2 m in unreinforced linings.Resolution degrades under multilayer reinforcement due to severe signal attenuation,increasing axial void detection error to 10%–20%for voids≥0.3 m and constraining radial size measurement.c.Synergistic Framework:A hybrid inspection protocol is proposed,integrating A-CGPR(20 km/h)for rapid large-area screening and targeted G-CGPR(3 km/h)for high-resolution verification of identified anomalies.This framework enhances NDT efficiency while reducing estimated lifecycle inspection costs by 34%compared to G-CGPR alone.This research provides the first physics-derived quantitative detection thresholds for A-CGPR and G-CGPR in multi-rebar HSR tunnels,validated through field-correlated simulations.Future work will focus on multi-frequency antenna arrays and deep learning algorithms to mitigate reinforcement interference.The established performance boundaries and hybrid framework offer critical guidance for optimizing tunnel lining inspection strategies in extensive HSR networks. 展开更多
关键词 High-speed railway tunnel air-coupled GPR ground-coupled GPR lining void detection rebar interference nondestructive testing(NDT) quantitative performance boundaries finite-difference time-domain(FDTD) hybrid inspection
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Research on the Boundaries of University Teachers’Responsibilities and the Substitution Effect in the Context of Artificial Intelligence
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作者 Shibo Xu 《Journal of Contemporary Educational Research》 2025年第10期384-388,共5页
At present,artificial intelligence(AI)technologies are deeply integrated into all scenarios of teaching,research,and student development in higher education.Intelligent teaching systems,research data processing tools,... At present,artificial intelligence(AI)technologies are deeply integrated into all scenarios of teaching,research,and student development in higher education.Intelligent teaching systems,research data processing tools,and AI platforms for student management are gradually becoming important aids to educational activities.This transformation disrupts the traditional framework of university teachers’responsibilities:fundamental tasks in knowledge transmission are diverted,repetitive work in research is replaced,and some managerial functions in student development are covered.Consequently,the boundaries of teachers’responsibilities are increasingly blurred,and the substitution effect has led to role anxiety and confusion about professional positioning.Clarifying the specific impact of AI on teachers’responsibilities,identifying the replaceable and irreplaceable domains,and exploring effective paths for fulfilling responsibilities are key to resolving teachers’role-identity crisis,promoting the implementation of“human-AI collaborative”education models,and ensuring the high-quality digital development of higher education. 展开更多
关键词 Artificial intelligence University teachers Responsibility boundaries
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Thermal-solutal convection-induced low-angle grain boundaries in single-crystal nickel-based superalloy solidification 被引量:4
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作者 Luwei Yang Neng Ren +5 位作者 Jun Li Chinnapat Panwisawas Yancheng Zhang Mingxu Xia Hongbiao Dong Jianguo Li 《Journal of Materials Science & Technology》 2025年第5期214-229,共16页
Low-angle grain boundaries(LAGBs)are one of the solidification defects in single-crystal nickel-based superalloys and are detrimental to the mechanical properties.The formation of LAGBs is related to dendrite deformat... Low-angle grain boundaries(LAGBs)are one of the solidification defects in single-crystal nickel-based superalloys and are detrimental to the mechanical properties.The formation of LAGBs is related to dendrite deformation,while the mechanism has not been fully understood at the mesoscale.In this work,a model coupling dendrite growth,thermal-solutal-fluid flow,thermal stress and flow-induced dendrite deformation via cellular automaton-finite volume method and finite element method is developed to study the formation of LAGBs in single crystal superalloys.Results reveal that the bending of dendrites is primarily attributed to the thermal-solutal convection-induced dendrite deformation.The mechanical stress of dendrite deformation develops and stabilises as solidification proceeds.As the width of the mushy zone gets stable,stresses are built up and then dendritic elastoplastic bending occurs at some thin primary dendrites with the wider inter-dendritic space.There are three characteristic zones of stress distribution along the solidification direction:(i)no stress concentration in the fully solidified regions;(ii)stress developing in the primary dendrite bridging region,and(iii)stress decrease in the inter-dendritic uncontacted zone.The stresses reach maximum near the initial dendrite bridging position.The lower temperature gradients,the finer primary dendritic trunks and sudden reductions in local dendritic trunk radius jointly promote the elastoplastic deformation of the dendrites.Corresponding measures are suggested to reduce LAGBs. 展开更多
关键词 Dendrite deformation Low-angle grain boundary MISORIENTATION Thermal-solutal convection SUPERALLOYS
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Formation and solute segregation for an asymmetric tilt boundary on{1012}twin boundaries 被引量:1
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作者 Qiang Yang Shuhui Lv +3 位作者 Peng Chen Zefeng Xie Shuo Zhou Xin Qiu 《Journal of Magnesium and Alloys》 2025年第2期583-591,共9页
Asymmetric tilt boundaries on conventional twin boundaries(TBs)are significant for understanding the role of twins on coordinating plastic deformation in many metallic alloys.However,the formation modes of many asymme... Asymmetric tilt boundaries on conventional twin boundaries(TBs)are significant for understanding the role of twins on coordinating plastic deformation in many metallic alloys.However,the formation modes of many asymmetric tilt boundaries are hard to be accounted for based on traditional theoretical models,and the corresponding solute segregation is complex.Herein,atomic structures of a specific asymmetric boundary on{1012}TBs were reveled using aberration-corrected high-angle annular dark-field scanning transmission electron microscopy(HAADF-STEM),molecular dynamics(MD)and density functional theory(DFT)simulations.Reaction between<a60>M dislocations and the{1012}TB can generate a~61°/25°asymmetric tilt boundary.The segregation of Gd and Zn atoms is closely related to the aggregateddislocations and the interfacial interstices of the asymmetric tilt boundary,which is energetically favorable in reducing the total system energy. 展开更多
关键词 Magnesium alloy Transmission electron microscopy Twin boundary DISLOCATION SEGREGATION
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In situ stress inversion using nonlinear stress boundaries achieved by the bubbling method 被引量:1
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作者 Xige Liu Chenchun Huang +3 位作者 Wancheng Zhu Joung Oh Chengguo Zhang Guangyao Si 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第3期1510-1527,共18页
Due to the heterogeneity of rock masses and the variability of in situ stress,the traditional linear inversion method is insufficiently accurate to achieve high accuracy of the in situ stress field.To address this cha... Due to the heterogeneity of rock masses and the variability of in situ stress,the traditional linear inversion method is insufficiently accurate to achieve high accuracy of the in situ stress field.To address this challenge,nonlinear stress boundaries for a numerical model are determined through regression analysis of a series of nonlinear coefficient matrices,which are derived from the bubbling method.Considering the randomness and flexibility of the bubbling method,a parametric study is conducted to determine recommended ranges for these parameters,including the standard deviation(σb)of bubble radii,the non-uniform coefficient matrix number(λ)for nonlinear stress boundaries,and the number(m)and positions of in situ stress measurement points.A model case study provides a reference for the selection of these parameters.Additionally,when the nonlinear in situ stress inversion method is employed,stress distortion inevitably occurs near model boundaries,aligning with the Saint Venant's principle.Two strategies are proposed accordingly:employing a systematic reduction of nonlinear coefficients to achieve high inversion accuracy while minimizing significant stress distortion,and excluding regions with severe stress distortion near the model edges while utilizing the central part of the model for subsequent simulations.These two strategies have been successfully implemented in the nonlinear in situ stress inversion of the Xincheng Gold Mine and have achieved higher inversion accuracy than the linear method.Specifically,the linear and nonlinear inversion methods yield root mean square errors(RMSE)of 4.15 and 3.2,and inversion relative errors(δAve)of 22.08%and 17.55%,respectively.Therefore,the nonlinear inversion method outperforms the traditional multiple linear regression method,even in the presence of a systematic reduction in the nonlinear stress boundaries. 展开更多
关键词 In situ stress field Inversion method The bubbling method Nonlinear stress boundary Multiple linear regression method
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Precipitation sequence of η phase along low-angle grain boundaries in Al-Zn-Mg-Cu alloy during artificial aging 被引量:6
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作者 李茂华 杨延清 +4 位作者 冯宗强 黄斌 罗贤 娄菊红 汝继刚 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第7期2061-2066,共6页
The precipitation sequence of η(MgZn2) phase along low-angle grain boundaries in Al-Zn-Mg-Cu alloy was investigated by examining samples aged at 135 ℃ for various times from 5 min to 6 h. High resolution transmiss... The precipitation sequence of η(MgZn2) phase along low-angle grain boundaries in Al-Zn-Mg-Cu alloy was investigated by examining samples aged at 135 ℃ for various times from 5 min to 6 h. High resolution transmission electron microscopy (HRTEM) observations and energy dispersive X-ray spectroscopy (EDX) analysis indicate that the precipitation sequence of η phase along low-angle grain boundaries should be supersaturated solid solution (SSS)→vacancy-rich clusters (VRC)→GP Ⅱ zones→η'→η. Based on the theory of non-equilibrium grain boundary segregation (NGS) and non-equilibrium grain boundary co-segregation (NGCS), the excessive solute elements gradually segregate to the grain boundaries by the diffusion of the solute-vacancy complex during aging treatment. The grain boundary segregation plays an important role in the nucleation and growth of VRC, GP Ⅱ zones, η' phase as well as η phase. 展开更多
关键词 Al-Zn-Mg-Cu alloy AGING low-angle grain boundaries grain boundary segregation precipitation sequence
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An Innovative Semi-Supervised Fuzzy Clustering Technique Using Cluster Boundaries
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作者 Duong Tien Dung Ha Hai Nam +1 位作者 Nguyen Long Giang Luong Thi Hong Lan 《Computers, Materials & Continua》 2025年第12期5341-5357,共17页
Active semi-supervised fuzzy clustering integrates fuzzy clustering techniques with limited labeled data,guided by active learning,to enhance classification accuracy,particularly in complex and ambiguous datasets.Alth... Active semi-supervised fuzzy clustering integrates fuzzy clustering techniques with limited labeled data,guided by active learning,to enhance classification accuracy,particularly in complex and ambiguous datasets.Although several active semi-supervised fuzzy clustering methods have been developed previously,they typically face significant limitations,including high computational complexity,sensitivity to initial cluster centroids,and difficulties in accurately managing boundary clusters where data points often overlap among multiple clusters.This study introduces a novel Active Semi-Supervised Fuzzy Clustering algorithm specifically designed to identify,analyze,and correct misclassified boundary elements.By strategically utilizing labeled data through active learning,our method improves the robustness and precision of cluster boundary assignments.Extensive experimental evaluations conducted on three types of datasets—including benchmark UCI datasets,synthetic data with controlled boundary overlap,and satellite imagery—demonstrate that our proposed approach achieves superior performance in terms of clustering accuracy and robustness compared to existing active semi-supervised fuzzy clustering methods.The results confirm the effectiveness and practicality of our method in handling real-world scenarios where precise cluster boundaries are critical. 展开更多
关键词 Clustering algorithms semi-supervised classification active learning fuzzy clustering boundary elements boundary identification boundary correction
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Zn segregation in BCC Fe grain boundaries and its role in liquid metal embrittlement revealed by atomistic simulations
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作者 Haojie Mei Luyao Cheng +4 位作者 Liang Chen Feifei Wang Guiqin Yang Jinfu Li Lingti Kong 《Journal of Materials Science & Technology》 2025年第22期21-30,共10页
The liquid metal embrittlement(LME)of advanced high-strength steels caused by zinc(Zn)has become a critical issue hindering their widespread application in the automotive industry.In this study,atomic-scale simulation... The liquid metal embrittlement(LME)of advanced high-strength steels caused by zinc(Zn)has become a critical issue hindering their widespread application in the automotive industry.In this study,atomic-scale simulations are carried out to elucidate the underlying cause of this phenomenon,namely grain boundary embrittlement due to Zn segregation at iron(Fe)grain boundaries.A machine learning moment tensor interatomic potential for the Fe-Zn binary system is developed,based on which the thermodynamics of grain boundary segregation is evaluated.The yielded segregation energy spectrum of Zn in BCC Fe reveals the quantitative relationship between the average segregation concentration of Zn at Fe grain boundaries and the macroscopic Zn content,temperature,and fraction of grain boundary atoms.It suggests a strong thermodynamic driving force for Zn segregation at the Fe grain boundaries,which correlates directly with the grain boundary energy:high-energy grain boundaries can accommodate a large amount of Zn atoms,while low-energy grain boundaries exhibit a certain degree of repulsion to Zn.Kinetically,Zn enters the grain boundaries more easily through diffusion than by penetration.Nonetheless,the grain boundary embrittlement caused by Zn penetration is more severe than that by Zn diffusion.The embrittlement effect generally increases linearly with the increase in Zn concentration at the grain boundary.Altogether,it suggests that the LME in steels induced by grain boundary segregation of Zn emerges as a combined consequence of Zn melt penetration and solid-state diffusion of Zn atoms. 展开更多
关键词 Liquid metal embrittlement Machine learning interatomic potential Grain boundary segregation Grain boundary penetration Grain boundary diffusion
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The role of grain and twin boundaries on discontinuous precipitation of Mg_(17)Al_(12) phase in Mg-Al alloy
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作者 Yi Wang Fei Guo +6 位作者 Luyao Jiang Hang Yu Gege Wang Congren Shen Zhongwei Wang Linjiang Chai Yanlong Ma 《Journal of Magnesium and Alloys》 2025年第6期2855-2865,共11页
Mechanism of discontinuous precipitation(DP) in AZ80 alloy was investigated by phase-orientation correlated characterization.The results show DPs nucleate by turning the original grain boundaries(GBs) as reaction fron... Mechanism of discontinuous precipitation(DP) in AZ80 alloy was investigated by phase-orientation correlated characterization.The results show DPs nucleate by turning the original grain boundaries(GBs) as reaction front(RF),and further driving the RF to realize their growth.The DPs regions retained the same orientations as their parent grains.The misorientation angle and rotation axis of RFs had strong influence on DPs nucleation.The low-angle GBs,twin boundaries(TBs) and the GBs with specific misorientation axis which are known as low energy and low mobility GBs can hardly initiate DPs.In addition,the TBs had a strong ability to inhibit the growth of DPs,but it should be noticed that the growth of DPs cannot be totally inhibited by TBs.DPs can engulf the twins when the growth direction is approximately parallel to the long axis of TBs.The inhibition behavior is related to the distribution of Al solute atoms near the RF,boundary interactions of the TBs and twin tips with the RF,and the morphology of the continuous precipitations within the twins. 展开更多
关键词 AZ80 alloy Discontinuous precipitation Grain boundary MISORIENTATION Extension twinning
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Concurrent dramatic enhancement of high-temperature strength and ductility in a high-entropy alloy via chain-like dual-carbides at grain boundaries
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作者 N.Gao X.W.Liu +4 位作者 Y.F.Zhao Z.H.Yin Y.S.Wang K.Wang Z.M.Li 《Journal of Materials Science & Technology》 2025年第13期300-311,共12页
Grain boundaries(GBs)are often known as intergranular cracking sources in alloys at high temperatures,resulting in limited high-temperature strength and ductility.Here,we propose a GB-dual-carbide(de-noted as GB-DC)st... Grain boundaries(GBs)are often known as intergranular cracking sources in alloys at high temperatures,resulting in limited high-temperature strength and ductility.Here,we propose a GB-dual-carbide(de-noted as GB-DC)strengthening strategy and have developed a high-performance(NiCoFeCr)_(99)Nb0.5 C_(0.5) high-entropy alloy(HEA)with exceptional strength-ductility synergy at 1073 K.Chain-like coherent M23 C6 carbides have been successfully introduced at GBs and remain a cube parallel crystallographic orientation with the face-centered cubic(FCC)matrix during deformation.Nano-scale NbC particles are distributed alternatively between M_(23)C_(6) carbides and inhibit their coarsening.Both strength and duc-tility of the GB-DC HEA increase dramatically at strain rates ranging from 10^(−4) to 10^(−2) s^(−1) at 1073 K,compared with those of the single-phase NiCoFeCr HEA.Specifically,yield strength of 142 MPa,ultimate tensile strength of 283 MPa,and elongation of 34%were obtained,which are twice that of the refer-ence NiCoFeCr HEA(82 MPa,172 MPa,and 18%,respectively).EBSD investigations demonstrated that chain-like carbides enhance the GB cohesion at high temperature,and TEM analysis revealed that dislo-cations can go through the coherent phase boundaries(CPBs)and activate dipoles inner M_(23)C_(6) carbides,which weakened the stress concentration in GBs.This substantially reduces the critical stress for dislo-cation generation and transmission to a stress level lower than that required for intergranular fracture.Theoretical estimation suggests that carbides result in a much higher activation energy(∼510 kJ/mol)for GB sliding and a rather low interface energy(∼101 mJ/m^(2))compared with the GB energy(1000 mJ/m^(2)),which rationalizes the enhanced GB cohesion by carbides. 展开更多
关键词 High-entropy alloy Strengthening and toughening Grain boundary cohesion Carbides Deformation
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Diffusion behavior along Nd-Fe-B grain boundaries in different directions and mechanism of coercivity strengthening
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作者 Shengwu Shen Munan Yang +7 位作者 Shuwei Zhong Hang Wang Sangen Luo Jiajie Li Xi Yu Sajjad Ur Rehman Ihor Bulyk Haijiao Xie 《Journal of Rare Earths》 2025年第4期766-773,I0005,共9页
In this study,DyF_(3)powder was sprayed onto the polar and side surfaces of the magnets to determine the anisotropic diffusion mechanism of Dy in the sintered Nd-Fe-B magnet.The coercivity and squareness of the magnet... In this study,DyF_(3)powder was sprayed onto the polar and side surfaces of the magnets to determine the anisotropic diffusion mechanism of Dy in the sintered Nd-Fe-B magnet.The coercivity and squareness of the magnet in which the diffusion of Dy is perpendicular to the c-axis(a-magnet)are lower than those of the magnet with the diffusion of Dy parallel to the c-axis(c-magnet).Compared with the c-magnet,the a-magnet has a longer Dy-enrichment region from the diffusion surface,where Dy is enriched in the 2:14:1 grain.By contrast,the Dy concentration in the grain boundaries beyond the Dy enrichment region is lower in the a-magnet.Moreover,the Dy shells beyond the Dy enrichment region in the a-magnet are distributed on the side surfaces of the 2:14:1 grains but not on the polar surfaces.Based on the micromagnetic simulation,the Dy shells on the polar surfaces of the grains are more effective in enhancing coercivity.According to first-principle calculations,Dy migrating through 001 into the Nd vacancy in the Nd_(2)Fe_(14)B crystal has a higher diffusion barrier,thus indicating that the lattice diffusion of Dy parallel to the c-axis is more difficult. 展开更多
关键词 ND-FE-B Grain boundary diffusion Anisotropic diffusion Micromagnetic simulation First-principle calculations Rare earths
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Multi-scale design of deformation mechanisms at hetero-zone boundaries:Dual HDI strengthening driven by TRIP effect
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作者 Yongju Kim Gang Hee Gu +1 位作者 Jae Bok Seol Hyoung Seop Kim 《Journal of Materials Science & Technology》 2025年第29期123-138,共16页
This study investigates how hetero-zone boundaries between soft and hard regions affect strain incom-patibility and hetero-deformation-induced(HDI)strengthening in heterostructured metallic materials.We focused on Cu-... This study investigates how hetero-zone boundaries between soft and hard regions affect strain incom-patibility and hetero-deformation-induced(HDI)strengthening in heterostructured metallic materials.We focused on Cu-based alloy(C194)/stainless steel(SS304)clad materials,featuring distinct soft and hard domains separated by a single boundary,to quantify the HDI strengthening.Despite the typical strain incompatibility caused by mechanical incompatibility at the boundary,the precise microstructural char-acteristics remain unclear.To address this,we varied the initial grain sizes of C194 while keeping the grain size of SS304 constant to explore a relation between strain incompatibility and HDI strengthening.Our results show that HDI strengthening is not directly proportional to the mechanical incompatibility at the C194/SS304 boundary.Additionally,this hetero-zone boundary induces two stages of HDI strength-ening during uniform elongation,driven by newly generatedα’-martensite due to the TRIP effect.These analyses,supported by both experimental and computational methods,correlate with the evolution of geometrically necessary dislocations at the hetero-zone boundaries.Our findings offer valuable guidance for designing hetero-zone boundaries by considering microstructural features such as grain sizes of each interior component and shapes/morphologies/volume fractions of hetero-zones. 展开更多
关键词 HETEROSTRUCTURE Hetero-deformation-induced strengthening Dislocation-based constitutive model Geometrically necessary dislocations Hetero-zone boundary
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