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Processing map for oxide dispersion strengthening Cu alloys based on experimental results and machine learning modelling
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作者 Le Zong lingxin li +8 位作者 Lantian Zhang Xuecheng Jin Yong Zhang Wenfeng Yang Pengfei liu Bin Gan liujie Xu Yuanshen Qi Wenwen Sun 《International Journal of Minerals,Metallurgy and Materials》 2026年第1期292-305,共14页
Oxide dispersion strengthened(ODS)alloys are extensively used owing to high thermostability and creep strength contributed from uniformly dispersed fine oxides particles.However,the existence of these strengthening pa... Oxide dispersion strengthened(ODS)alloys are extensively used owing to high thermostability and creep strength contributed from uniformly dispersed fine oxides particles.However,the existence of these strengthening particles also deteriorates the processability and it is of great importance to establish accurate processing maps to guide the thermomechanical processes to enhance the formability.In this study,we performed particle swarm optimization-based back propagation artificial neural network model to predict the high temperature flow behavior of 0.25wt%Al2O3 particle-reinforced Cu alloys,and compared the accuracy with that of derived by Arrhenius-type constitutive model and back propagation artificial neural network model.To train these models,we obtained the raw data by fabricating ODS Cu alloys using the internal oxidation and reduction method,and conducting systematic hot compression tests between 400 and800℃with strain rates of 10^(-2)-10 S^(-1).At last,processing maps for ODS Cu alloys were proposed by combining processing parameters,mechanical behavior,microstructure characterization,and the modeling results achieved a coefficient of determination higher than>99%. 展开更多
关键词 oxide dispersion strengthened Cu alloys constitutive model machine learning hot deformation processing maps
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Elucidating the effect of cyclic plasticity on strengthening mechanisms and fatigue property of 5xxx Al alloys
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作者 Yong Zhang Lantian Zhang +5 位作者 lingxin li Le Zong Lequn Kan Hao li Lu Jiang Wenwen Sun 《Journal of Materials Science & Technology》 2025年第16期147-157,共11页
The strength of non-heat-treatable 5xxx Al alloys is derived from solid solution strengthening and strain hardening,the absence of a precipitation strengthening response results in their lower strength.In this study,s... The strength of non-heat-treatable 5xxx Al alloys is derived from solid solution strengthening and strain hardening,the absence of a precipitation strengthening response results in their lower strength.In this study,significant improvements in strength can be achieved by subjecting three different Mg concen-trations 5xxx Al alloys to cyclic plasticity.A quantitative analysis of the respective contributions to the yield strength has been conducted by combining transmission electron microscopy and atom probe to-mography.Additionally,the fatigue performance and fatigue mechanism of the cyclic strengthened 5xxx Al alloys have been thoroughly studied due to its transformation from non-heat-treatable to precipitation strengthening.We demonstrate that the high-cycle fatigue(HCF)strength of the cyclically strengthened state only experiences a minor improvement compared to the as-received state,which is significantly dis-proportionate to the enhancement in tensile strength.This disparity is primarily attributed to the changes in microstructure and fatigue mechanisms,resulting in a reduction in fatigue ratio.This study provides important insights for expanding research on cyclic plasticity methods in fatigue performance,and can aid in the development of improved processes for optimal fatigue resistance. 展开更多
关键词 Al-Mg alloys Mechanical properties Strengthening mechanism High-cycle fatigue Solute clusters
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Immunological evaluation of the autism-related bacterium Enterocloster bolteae capsular polysaccharide driven by chemical synthesis
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作者 lingxin li Jing Hu +5 位作者 Chunjun Qin Juntao Cai Xiaopeng Zou Guangzong Tian Peter H.Seeberger Jian Yin 《Chinese Chemical Letters》 2025年第9期496-501,共6页
The gut pathogen Enterocloster bolteae(E.bolteae)has been associated with autism spectrum disorder(ASD).The development of an E.bolteae vaccine to prevent gastrointestinal diseases,might be beneficial for understandin... The gut pathogen Enterocloster bolteae(E.bolteae)has been associated with autism spectrum disorder(ASD).The development of an E.bolteae vaccine to prevent gastrointestinal diseases,might be beneficial for understanding and treating ASD.Capsular polysaccharide(CPS)is a major virulence factor for E.bolteae.Based on an antigenicity evaluation of oligosaccharides associated with E.bolteae CPS and a structural revision of this carbohydrate antigen,two series of glycans including the D-Manp-D-Rhap type oligosaccharides 13-18 and the D-Ribp-D-Rhap type disaccharides 19-23 related to E.bolteae WAL-16351 CPS were prepared.The hydrogen-bond mediated glycosylation and conformational locking strategy facilitated the constructions of two 1,2-cis-β-glycosidic linkages.Glycan microarray analysis revealed that oligosaccharides 4,5,and 19 are recognized by antibodies in the anti-E.bolteae sera.The sera IgG antibodies induced by glycoconjugate 19-CRM197 recognize the CPS and bacteria specifically,whereas the IgG antibodies induced respectively by glycoconjugates 4-CRM197 and 5-CRM197 showed almost no binding to the CPS and bacteria.These results indicated that disaccharide 19 is a potential candidate for the development of E.bolteae vaccines. 展开更多
关键词 Chemical synthesis Enterocloster bolteae Immunology GLYCOCONJUGATES Capsular polysaccharide Antibacterial vaccine
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Orthogonal design to sift the optimal parameter of Neiguan acupuncture for cerebral infarction 被引量:8
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作者 Yanan Zhang Sha Yang +5 位作者 Xiaonong Fan Shu Wang Nina He lingxin li Ding Luo Xuemin Shi 《Neural Regeneration Research》 SCIE CAS CSCD 2013年第28期2641-2648,共8页
The individual difference and non-repeatability in acupuncture have not only restricted the devel- opment of acupuncture, but have also affected the specificity of acupoints. The present study used instruments to cont... The individual difference and non-repeatability in acupuncture have not only restricted the devel- opment of acupuncture, but have also affected the specificity of acupoints. The present study used instruments to control needle depth, lifting and thrusting frequency, and the duration of acupuncture. Effects of the quantified acupuncture were observed at Neiguan (PC6) with different stimulation parameters. A frequency of 1, 2, or 3 Hz and duration of 5, 60, or 180 seconds were used to observe cerebral blood flow and ratio of infarct volume recovery. Results showed that stimulation at Neiguan with a frequency of 1 Hz and long duration of 180 seconds or 2/3 Hz and long duration of 5/60 seconds significantly increased cerebral blood flow and decreased the ratio of infarct volume. In- teractions between frequency and duration play a critical role in quantified acupuncture therapy. 展开更多
关键词 neural regeneration ACUPOINT quantified acupuncture NEIGUAN middle artery occlusion injury lift-ing and thrusting method orthogonal design lifting and thrusting frequency acupuncture duration grants-supported paper NEUROREGENERATION
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