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What benefit can be obtained from magnetic resonance imaging diagnosis with artificial intelligence in prostate cancer compared with clinical assessments?
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作者 Li-Tao Zhao zhen-yu liu +4 位作者 Wan-Fang Xie Li-Zhi Shao Jian Lu Jie Tian Jian-Gang liu 《Military Medical Research》 SCIE CAS CSCD 2024年第2期268-286,共19页
The present study aimed to explore the potential of artificial intelligence(AI)methodology based on magnetic resonance(MR)images to aid in the management of prostate cancer(PCa).To this end,we reviewed and summarized ... The present study aimed to explore the potential of artificial intelligence(AI)methodology based on magnetic resonance(MR)images to aid in the management of prostate cancer(PCa).To this end,we reviewed and summarized the studies comparing the diagnostic and predictive performance for PCa between AI and common clinical assessment methods based on MR images and/or clinical characteristics,thereby investigating whether AI methods are generally superior to common clinical assessment methods for the diagnosis and prediction fields of PCa.First,we found that,in the included studies of the present study,AI methods were generally equal to or better than the clinical assessment methods for the risk assessment of PCa,such as risk stratification of prostate lesions and the prediction of therapeutic outcomes or PCa progression.In particular,for the diagnosis of clinically significant PCa,the AI methods achieved a higher summary receiver operator characteristic curve(SROC-AUC)than that of the clinical assessment methods(0.87 vs.0.82).For the prediction of adverse pathology,the AI methods also achieved a higher SROC-AUC than that of the clinical assessment methods(0.86 vs.0.75).Second,as revealed by the radiomics quality score(RQS),the studies included in the present study presented a relatively high total average RQS of 15.2(11.0–20.0).Further,the scores of the individual RQS elements implied that the AI models in these studies were constructed with relatively perfect and standard radiomics processes,but the exact generalizability and clinical practicality of the AI models should be further validated using higher levels of evidence,such as prospective studies and open-testing datasets. 展开更多
关键词 Clinically significant prostate cancer Adverse pathology Radiomics quality score Artificial intelligence Magnetic resonance imaging
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Autophagy and its role in gastrointestinal diseases
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作者 Bo-Zong Shao Wen-Gang Zhang +1 位作者 zhen-yu liu En-Qiang Linghu 《World Journal of Gastroenterology》 SCIE CAS 2024年第36期4014-4020,共7页
Gastrointestinal disorders encompass a spectrum of conditions affecting various organs within the digestive system,such as the esophagus,stomach,colon,rectum,pancreas,liver,small intestine,and bile ducts.The role of a... Gastrointestinal disorders encompass a spectrum of conditions affecting various organs within the digestive system,such as the esophagus,stomach,colon,rectum,pancreas,liver,small intestine,and bile ducts.The role of autophagy in the etiology and progression of gastrointestinal diseases has garnered significant attention.This paper seeks to evaluate the impact and mechanisms of autophagy in gastrointestinal disorders by synthesizing recent research findings.Specifically,we delve into inflammation-related gastrointestinal conditions,including ulcerative colitis,Crohn’s disease,and pancreatitis,as well as gastrointestinal cancers such as esophageal,gastric,and colorectal cancers.Additionally,we provide commentary on a recent publication by Chang et al in the World Journal of Gastroenterology.Our objective is to offer fresh perspectives on the mechanisms and therapeutic approaches for these gastrointestinal ailments.This review aims to offer new perspectives on the mechanisms and therapeutic strategies for gastrointestinal disorders by critically analyzing relevant publications.As discussed,the role of autophagy in gastrointestinal diseases is complex and,at times,contentious.To harness the full therapeutic potential of autophagy in treating these conditions,more in-depth research is imperative. 展开更多
关键词 AUTOPHAGY INFLAMMATION CANCER Inflammatory bowel disease PANCREATITIS
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Patient-derived induced pluripotent stem cells with a MERTK mutation exhibit cell junction abnormalities and aberrant cellular differentiation potential
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作者 Hang Zhang Ling-Zi Wu +1 位作者 zhen-yu liu Zi-Bing Jin 《World Journal of Stem Cells》 SCIE 2024年第5期512-524,共13页
BACKGROUND Human induced pluripotent stem cell(hiPSC)technology is a valuable tool for generating patient-specific stem cells,facilitating disease modeling,and invest-igating disease mechanisms.However,iPSCs carrying ... BACKGROUND Human induced pluripotent stem cell(hiPSC)technology is a valuable tool for generating patient-specific stem cells,facilitating disease modeling,and invest-igating disease mechanisms.However,iPSCs carrying specific mutations may limit their clinical applications due to certain inherent characteristics.AIM To investigate the impact of MERTK mutations on hiPSCs and determine whether hiPSC-derived extracellular vesicles(EVs)influence anomalous cell junction and differentiation potential.METHODS We employed a non-integrating reprogramming technique to generate peripheral blood-derived hiPSCs with and hiPSCs without a MERTK mutation.Chromo-somal karyotype analysis,flow cytometry,and immunofluorescent staining were utilized for hiPSC identification.Transcriptomics and proteomics were employed to elucidate the expression patterns associated with cell junction abnormalities and cellular differentiation potential.Additionally,EVs were isolated from the supernatant,and their RNA and protein cargos were examined to investigate the involvement of hiPSC-derived EVs in stem cell junction and differentiation.RESULTS The generated hiPSCs,both with and without a MERTK mutation,exhibited normal karyotype and expressed pluripotency markers;however,hiPSCs with a MERTK mutation demonstrated anomalous adhesion capability and differentiation potential,as confirmed by transcriptomic and proteomic profiling.Furthermore,hiPSC-derived EVs were involved in various biological processes,including cell junction and differentiation.CONCLUSION HiPSCs with a MERTK mutation displayed altered junction characteristics and aberrant differentiation potential.Furthermore,hiPSC-derived EVs played a regulatory role in various biological processes,including cell junction and differentiation. 展开更多
关键词 Cell junction Cellular differentiation Extracellular vesicle Human induced pluripotent stem cells TRANSCRIPTOMICS Proteomics
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Narrative review of latest research progress about robotic percutaneous coronary intervention
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作者 zhen-yu liu Guang-Yao ZHAI 《Journal of Geriatric Cardiology》 SCIE CAS CSCD 2024年第8期816-825,共10页
Robotic percutaneous coronary intervention(R-PCI)is a novel technology in which operators can manipulate guidewires and catheter devices in interventional cardiology.This approach provides great benefits to interventi... Robotic percutaneous coronary intervention(R-PCI)is a novel technology in which operators can manipulate guidewires and catheter devices in interventional cardiology.This approach provides great benefits to interventional cardiologists in terms of reducing both radiation exposure and orthopedic injuries.Several large,high-quality cohort studies have confirmed the short-term safety and high technical success rate of R-PCI.However,randomized long-term data are still needed before adopting them as part of standard coronary interventions.Furthermore,tele-stenting for complex coronary lesions has significant potential for R-PCI.We need to overcome the present relevant challenges for its application such as inherent delays,bedside care for unstable patients from R-PCIs to manual PCIs(M-PCIs),incompatibility for a thrombus aspiration catheter and heavily calcified lesions.There is a great future in laboratory workflow teams,3D-printed anatomical models and multiple joint collaborative control algorithms.This narrative review summarizes the latest developments in R-PCI,with a focus on developments in robotic technology,and discusses the current and future potential use of R-PCI in clinical practice globally. 展开更多
关键词 CORONARY INJURIES UNSTABLE
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硕通镜碎石术与输尿管镜碎石术治疗尿路结石有效性和安全性的Meta 分析 被引量:15
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作者 李玉鑫 李东杰 +3 位作者 陈明泉 胡胜 刘镇宇 张晓波 《中国内镜杂志》 2021年第2期14-22,共9页
目的评价硕通镜和输尿管镜治疗尿路结石的有效性和安全性,并进行Meta分析。方法计算机检索英文数据库PubMed、Embase、The Cochrane Library和中文数据库CNKI、VIP、CBM及WanFang Data(检索时间为建库至2020年2月),收集有关比较硕通镜... 目的评价硕通镜和输尿管镜治疗尿路结石的有效性和安全性,并进行Meta分析。方法计算机检索英文数据库PubMed、Embase、The Cochrane Library和中文数据库CNKI、VIP、CBM及WanFang Data(检索时间为建库至2020年2月),收集有关比较硕通镜和输尿管镜治疗尿路结石的临床试验。由两名研究者独立进行文献筛选、数据提取和评价纳入文献的方法质量学,使用Review Manager 5.3软件进行Meta分析。结果该研究共纳入8篇研究,总样本量为901例。硕通镜组术后1个月结石清除率较输尿管镜组高(O^R=2.72,95%CI:1.78~4.13,P<0.05),并发症发生率较输尿管镜组低(O^R=0.33,95%CI:0.22~0.50,P<0.05);两组置鞘成功率(O^R=0.73,95%CI:0.25~2.10)、手术时间(MD=-3.14,95%CI:-11.78~5.50)和术后住院时间(MD=-0.02,95%CI:-0.13~0.09)比较,差异均无统计学意义(P>0.05)。结论硕通镜碎石术相对于传统输尿管镜而言,是一种能使患者受益的手术方式,拥有更高的结石清除率与较低的并发症发生率,但手术时间和住院时间等方面还需要更多高质量的试验予以验证,以期为临床提供参考。 展开更多
关键词 硕通镜 输尿管镜 尿路结石 系统评价 Meta分析
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A novel chronic nerve compression model in the rat 被引量:2
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作者 zhen-yu liu Zhen-Bing Chen Jiang-Hai Chen 《Neural Regeneration Research》 SCIE CAS CSCD 2018年第8期1477-1485,共9页
Current animal models of chronic peripheral nerve compression are mainly silicone tube models. However, the cross section of the rat sciatic nerve is not a perfect circle, and there are differences in the diameter of ... Current animal models of chronic peripheral nerve compression are mainly silicone tube models. However, the cross section of the rat sciatic nerve is not a perfect circle, and there are differences in the diameter of the sciatic nerve due to individual differences. The use of a silicone tube with a uniform internal diameter may not provide a reliable and consistent model. We have established a chronic sciatic nerve compression model that can induce demyelination of the sciatic nerve and lead to atrophy of skeletal muscle. In 3-week-old pups and adult rats, the sciatic nerve of the right hind limb was exposed, and a piece of surgical latex glove was gently placed under the nerve. N-butyl-cyanoacrylate was then placed over the nerve, and after it had set, another piece of glove latex was placed on top of the target area and allowed to adhere to the first piece to form a sandwich-like complex. Thus, a chronic sciatic nerve compression model was produced. Control pups with latex or N-butyl-cyanoacrylate were also prepared. Functional changes to nerves were assessed using the hot plate test and electromyography. Immunofluorescence and electron microscopy analyses of the nerves were performed to quantify the degree of neuropathological change. Masson staining was conducted to assess the degree of fibrosis in the gastrocnemius and intrinsic paw muscles. The pup group rats subjected to nerve compression displayed thermal hypoesthesia and a gradual decrease in nerve conduction velocity at 2 weeks after surgery. Neuropathological studies demonstrated that the model caused nerve demyelination and axonal irregularities and triggered collagen deposition in the epineurium and perineurium of the affected nerve at 8 weeks after surgery. The degree of fibrosis in the gastrocnemius and intrinsic paw muscles was significantly increased at 20 weeks after surgery. In conclusion, our novel model can reproduce the functional and histological changes of chronic nerve compression injury that occurs in humans and it will be a useful new tool for investigating the mechanisms underlying chronic nerve compression. 展开更多
关键词 nerve regeneration chronic nerve compression carpal tunnel syndrome nerve conduction velocity N-butyl-cyanoacrylate HYPOESTHESIA DEMYELINATION REMYELINATION intrinsic muscles collagen deposition axonal irregularity neural regeneration
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Effect of phosphorus on the microstructure and mechanical properties of strip cast carbon steel 被引量:2
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作者 Na Li zhen-yu liu +2 位作者 Guo-ping Zhou Xiang-hua liu Guo-dong Wang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2010年第4期417-422,共6页
Carbon steel strips with different phosphorus and carbon contents were produced by using the twin roll strip casting process. Fine grains and dendrite structure were observed in high-P steels. Negative phosphorus segr... Carbon steel strips with different phosphorus and carbon contents were produced by using the twin roll strip casting process. Fine grains and dendrite structure were observed in high-P steels. Negative phosphorus segregation was found in strip cast high-P and high-C steels. For the steels with different carbon contents, phosphorus distribution in the thickness direction of the strip is obviously different. This is because solutes are redistributed in the melting pool and the phosphorus segregation rate is associated with the length of the mushy zone and the phosphorus solubility in different phases. Phosphorus as a solute in ferrite can lead to the higher hardness and strength with lower plastic propertyies. 展开更多
关键词 PHOSPHORUS strip cast SEGREGATION mushy zone mechanical properties
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Analysis of risk factors for early stent thrombosis in the Chinese population:A multicenter restrospective study 被引量:2
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作者 Yu-peng Wang Lei Ding +11 位作者 Rui-tao Zhang Xiao-zeng Wang Dan-qing Yu Shou-yan Hao Jin-wei Tian zhen-yu liu Xiang-qian Qi Hu Tan Hong-yi Wu Feng-hua Ding Li-jun Guo Ya-ling Han 《World Journal of Emergency Medicine》 SCIE CAS CSCD 2021年第3期192-197,共6页
BACKGROUND:The predictive scoring systems for early stent thrombosis(EST)remains blank in China.The study aims to evaluate the risk factors and conduct a prediction model of EST in the Chinese population.METHODS:EST w... BACKGROUND:The predictive scoring systems for early stent thrombosis(EST)remains blank in China.The study aims to evaluate the risk factors and conduct a prediction model of EST in the Chinese population.METHODS:EST was defined as thrombosis that occurs within the first 30 days after primary percutaneous coronary intervention(PCI).Patients from ten Chinese hospitals diagnosed as stent thrombosis(ST)from January 2010 to December 2016 were retrospectively included as the study group.A control group(1 case:2 controls)was created by including patients without ST,major adverse cardiovascular events,or cerebrovascular events during follow-up.The present study evaluated 426 patients with single-vessel lesions and ultimately included 40 patients with EST and 80 control patients,who were included to identify factors that predicted EST and to develop a prediction scoring system.The other 171 patients without integrated 1:2 pair were used for external validation.RESULTS:EST was independently associated with a low hemoglobin concentration(adjusted odds ratio[OR]0.946,95%confi dence interval[95%CI]0.901-0.993,P=0.026),a high pre-PCI Synergy between Percutaneous Coronary Intervention with Taxus and Cardiac Surgery(SYNTAX)score(OR 1.166,95%CI 1.049-1.297,P=0.004),and a DAPT(DAPT)duration of<30 days(OR 28.033,95%CI 5.302-272.834,P<0.001).The simple EST prediction score provided an area under the curve(AUC)of 0.854(95%CI 0.777-0.932,P<0.001)with 70.0%sensitivity and 90.0%specifi city,and 0.742(95%CI 0.649-0.835,P<0.001)with 54.5%sensitivity and 81.0%specifi city for external validation dataset.CONCLUSIONS:EST may be independently associated with DAPT discontinuation within 30 days,a low hemoglobin concentration,and a high SYNTAX score.The scoring system also has a good ability to predict the risk of EST and may be useful in the clinical setting. 展开更多
关键词 Coronary heart disease Stent thrombosis Risk stratifi cation Predictive scoring system
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Muscle Fiber Type Changes in Lumbrical Muscles at Early Stages of Chronic Nerve Compression
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作者 zhen-yu liu Jiang-hai CHEN Zhen-bing CHEN 《Current Medical Science》 SCIE CAS 2019年第1期59-66,共8页
Chronic nerve compression(CNC)neuropathy is a common disease in the clinic and provokes paraesthesia,or numbness at early stage.The changes in muscle fiber composition and motor nerve terminal morphology in distal mus... Chronic nerve compression(CNC)neuropathy is a common disease in the clinic and provokes paraesthesia,or numbness at early stage.The changes in muscle fiber composition and motor nerve terminal morphology in distal muscles were studied in this study.A well-established CNC model was used to assess the changes in the muscles.Behaviors were measured by von Frey filament test The myosin heavy chain isoforms and neuromuscular junctions(NMJs)were stained by immunofluorescence to show the muscle fiber types composition and motor nerve terminals morphologic changes in the flexor digitorum longus(FDL)and lumbrical muscle.The fiber cross-sectional areas of different muscle fiber types were measured.The small-fiber degeneration of cutaneous nerve fibers was examined by detecting the protein gene product 9.5(PGP9.5)with immunofluorescence.At 2nd month after compression,the proportion of type I and type IIB fibers was markedly decreased,and that of type n A fibers was increased in the lumbrical muscle.There was no significant change in composition of muscle fiber types in FDL and NMJ morphology of FDL and lumbrical muscles.Intra-epidermal nerve fibre density(IENFD)declined at 2nd month after the compression.Our study reveals the morphological changes of the FDL and lumbrical muscle at an early stage of CNC.These findings may be helpful to understand muscle damage and pathophysiological development of the nerve compression,and provide new evidence for early treatment of CNC. 展开更多
关键词 CHRONIC NERVE compression NEUROPATHY CARPAL tunnel syndrome lumbrical muscles intra-epidermal NERVE fiber density NEUROMUSCULAR junctions
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Optimization of Uncertain Structures with Interval Parameters Considering Objective and Feasibility Robustness
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作者 Jin Cheng zhen-yu liu +3 位作者 Jian-Rong Tan Yang-Yan Zhang Ming-Yang Tang Gui-Fang Duan 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2018年第2期124-136,共13页
For the purpose of improving the mechanical performance indices of uncertain structures with interval parameters and ensure their robustness when fluctuating under interval parameters, a constrained interval robust op... For the purpose of improving the mechanical performance indices of uncertain structures with interval parameters and ensure their robustness when fluctuating under interval parameters, a constrained interval robust optimization model is constructed with both the center and halfwidth of the most important mechanical performance index described as objective functions and the other requirements on the mechanical performance indices described as constraint functions. To locate the optimal solution of objective and feasibility robustness, a new concept of interval violation vector and its calculation formulae corresponding to different constraint functions are proposed. The math?ematical formulae for calculating the feasibility and objective robustness indices and the robustness?based preferential guidelines are proposed for directly ranking various design vectors, which is realized by an algorithm integrating Kriging and nested genetic algorithm. The validity of the proposed method and its superiority to present interval optimization approaches are demonstrated by a numerical example. The robust optimization of the upper beam in a high?speed press with interval material properties demonstrated the applicability and effectiveness of the proposed method in engineering. 展开更多
关键词 Robust optimization Uncertain structure Interval violation vector Feasibility robustness Objective robustness Nested genetic algorithm
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Design of small-scale gradient coils in magnetic resonance imaging by using the topology optimization method
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作者 Hui Pan Feng Jia +3 位作者 zhen-yu liu Maxim Zaitsev Juergen Hennig Jan G Korvink 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第5期91-100,共10页
A topology optimization method based on the solid isotropic material with penalization interpolation scheme is utilized for designing gradient coils for use in magnetic resonance microscopy.Unlike the popular stream f... A topology optimization method based on the solid isotropic material with penalization interpolation scheme is utilized for designing gradient coils for use in magnetic resonance microscopy.Unlike the popular stream function method,the proposed method has design variables that are the distribution of conductive material.A voltage-driven transverse gradient coil is proposed to be used as micro-scale magnetic resonance imaging(MRI)gradient coils,thus avoiding introducing a coil-winding pattern and simplifying the coil configuration.The proposed method avoids post-processing errors that occur when the continuous current density is approximated by discrete wires in the stream function approach.The feasibility and accuracy of the method are verified through designing the z-gradient and y-gradient coils on a cylindrical surface.Numerical design results show that the proposed method can provide a new coil layout in a compact design space. 展开更多
关键词 topology optimization method gradient coils solid isotropic material with penalization magnetic resonance imaging
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柴达木盆地北缘冷湖七号地区下干柴沟组上段沉积-成岩特征 被引量:3
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作者 潘世乐 蒋赟 +4 位作者 朱文军 刘振宇 王晔桐 孙国强 张顺存 《天然气地球科学》 EI CAS CSCD 北大核心 2021年第3期393-404,共12页
综合岩石学、矿物学和元素地球化学等研究方法,对柴达木盆地北缘冷湖七号地区下干柴沟组上段(E_(3)^(2))碎屑岩的岩石学特征、成岩作用、沉积微相以及沉积环境进行了综合研究。结果表明:冷湖七号地区下干柴沟组上段碎屑岩以长石质岩屑... 综合岩石学、矿物学和元素地球化学等研究方法,对柴达木盆地北缘冷湖七号地区下干柴沟组上段(E_(3)^(2))碎屑岩的岩石学特征、成岩作用、沉积微相以及沉积环境进行了综合研究。结果表明:冷湖七号地区下干柴沟组上段碎屑岩以长石质岩屑砂岩为主,其次为岩屑质长石砂岩;孔隙类型多为原生粒间孔和粒间溶蚀孔,胶结物多为方解石;黏土矿物含量平均为15.0%,伊利石含量较高,绿泥石与伊/蒙混层含量次之,成岩环境为碱性环境。碱性成岩环境有利于成岩阶段早期绿泥石包膜和方解石胶结物的形成,前者增加了岩石的机械强度,抑制了硅质胶结作用,有利于原生粒间孔隙的保存;后者含量小于12%时,有利于后期酸性流体介入,发生溶蚀作用而形成一定量的次生溶孔,从而对储层起到一定的改善作用。冷湖七号地区下干柴沟组上段发育水下分流河道、河口坝和远砂坝等砂体,优质储层发育于远砂坝以外的砂体中,成分成熟度和结构成熟度均较高。元素硼、“相当硼”含量和钴元素综合分析结果显示沉积水体为陆相淡水—半咸水,水体深度整体较浅,水动力作用较强。 展开更多
关键词 黏土矿物 主、微量元素 沉积—成岩环境 下干柴沟组 冷湖七号地区
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Correlations of Ni Contents, Formation of Reversed Austenite and Toughness for Ni-Containing Cryogenic Steels 被引量:12
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作者 Meng Wang zhen-yu liu Cheng-Gang Li 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2017年第3期238-249,共12页
It has been widely demonstrated that addition of Ni in low-carbon steels can effectively improve the cryogenic toughness, but the mechanism behind it has yet to be clarified. In the present work, the evolutions of mic... It has been widely demonstrated that addition of Ni in low-carbon steels can effectively improve the cryogenic toughness, but the mechanism behind it has yet to be clarified. In the present work, the evolutions of microstructure and mechanical properties after quenching and tempering for Ni-containing cryogenic steels with different Ni contents (3.5-9 wt%) were investigated. The results showed that after quenching and tempering, the Ni-containing cryogenic steels were composed of tempered martensite and reversed austenite. The volume fraction of reversed austenite has increased from 0 up to 6.3% when the Ni content increases from 3.5% to 9%. The Charpy impact tests indicated that the low- temperature toughness was markedly improved with the increase in Ni content, which can be correlated with the increase in reversed austenite amount. The main contribution of reversed austenite to the toughness lies in: (1) the elimination of cementite precipitates improved the plastic deformation capacity of matrix, and (2) the crack propagation is hindered through plastic deformation. 展开更多
关键词 Ni-containing cryogenic steel Microstructure Reversed austenite Impact toughness Crackpropagation
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Optimal design of hot rolling process for C-Mn steel by combining industrial data-driven model and multi-objective optimization algorithm 被引量:6
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作者 Si-wei Wu Xiao-guang Zhou +3 位作者 Jia-kuang Ren Guang-ming Cao zhen-yu liu Nai-an Shi 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2018年第7期700-705,共6页
A successful mechanical property data-driven prediction model is the core of the optimal design of hot rolling process for hot-rolled strips. However, the original industrial data, usually unbalanced, are inevitably m... A successful mechanical property data-driven prediction model is the core of the optimal design of hot rolling process for hot-rolled strips. However, the original industrial data, usually unbalanced, are inevitably mixed with fluctuant and abnormal values. Models established on the basis of the data without data processing can cause misleading results, which cannot be used for the optimal design of hot rolling process. Thus, a method of industrial data processing of C-Mn steel was proposed based on the data analysis. The Bayesian neural network was employed to establish the reliable mechanical property prediction models for the optimal design of hot rolling process. By using the multi-objective optimization algorithm and considering the individual requirements of costumers and the constraints of the equipment, the optimal design of hot rolling process was successfully applied to the rolling process design for Q345B steel with 0.017% Nb and 0.046% Ti content removed. The optimal process design results were in good agreement with the industrial trials results, which verify the effectiveness of the optimal design of hot rolling process. 展开更多
关键词 Industrial data Data processing - Mechanical property Optimal design Hot rolling process C-Mn steel
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Multi-ion cooperative processes in Yb^(3+) clusters 被引量:7
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作者 Wei-Ping Qin zhen-yu liu +4 位作者 Chol-Nam Sin Chang-Feng Wu Guan-Shi Qin Zhe Chen Ke-Zhi Zheng 《Light(Science & Applications)》 SCIE EI CAS 2014年第1期123-128,共6页
Cooperative luminescence(CL)occurs in spectral regions in which single ions do not have energy levels.It was first observed more than 40 years ago,and all results reported so far are from a pair of ions.In this work,u... Cooperative luminescence(CL)occurs in spectral regions in which single ions do not have energy levels.It was first observed more than 40 years ago,and all results reported so far are from a pair of ions.In this work,upconverted CL of three Yb^(3+) ions was observed in the ultraviolet(UV)region under near-infrared(NIR)excitation.The UV CL intensity showed a cubic dependence on the NIR pump power,whereas the luminescence lifetime was nearly one-third the luminescence lifetime of single Yb^(3+) ions.The triplet CL(TCL)has a clear spectral structure,in which most emission peaks are consistent with the self-convoluted spectra from single Yb^(3+) ions.Blue shifts were observed for certain peaks,indicating complex interactions among the excited Yb^(3+) ions.The probability of the TCL process versus the average distances among three Yb^(3+) ions was derived via the first-and second-order corrections to the wave functions of lanthanide ions,indicating that the formation of Yb^(3+) clusters containing closely spaced ions favors the occurrence of the multi-ion interaction processes.Furthermore,the cooperative sensitization of one Gd^(3+) ion by four excited Yb^(3+) ions(Yb^(3+)-tetramer)was demonstrated experimentally,which exhibited a novel upconversion mechanism—cluster sensitization.Our results are intriguing for further exploring quantum transitions that simultaneously involve multiple ions. 展开更多
关键词 cooperative luminescence cooperative sensitization quantum transition ytterbium cluster
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Reduction of Oxide Scale with Hydrogen 被引量:5
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作者 Xiao-jiang liu Guang-ming CAO +2 位作者 Yong-quan HE Ming YANG zhen-yu liu 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2014年第1期24-29,共6页
During hot rolling process metals will inevitably oxidize because of high temperature and air condition. In order to guarantee the surface quality, acid pickling is applied to remove the oxide scale while waste acid w... During hot rolling process metals will inevitably oxidize because of high temperature and air condition. In order to guarantee the surface quality, acid pickling is applied to remove the oxide scale while waste acid will do harm to the environment. Faced with the problem, by means of reduction process of hot-rolled plates, the oxide scale will be reduced to iron, so that acid pickling is unnecessary. One pass cold rolling procedure was applied. The compres- sion ratios of hot-rolled plates with oxide scale were 10%, 18%, 26% and 31%, respectively. After that, samples mentioned above including a sample without deformation were separately reduced under hydrogen atmosphere condi- tion (5 % H2 +95 % Ar in volume percent) at 600-1 000 ℃. The thermal gravimetric apparatus (TGA) was used to establish accurate experimental condition and obtain complete mass loss data. Field emission electron probe microa- nalysis (EPMA) was applied to analyze scale morphology change and composition distribution through the oxide scale. It was found that the sample with 26% compression ratio could be reduced completely at 900 ℃which was favorable to galvanization. 展开更多
关键词 oxide scale pickling free REDUCTION HYDROGEN cold rolling
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Effects of Al contents on microstructure and properties of hot-dip Zn-Al alloy coatings on hydrogen reduced hot-rolled steel without acid pickling 被引量:4
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作者 Zhi-feng Li Yong-quan He +3 位作者 Guang-ming Cao Jun-jian Tang Xiang-jun Zhang zhen-yu liu 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2017年第10期1032-1040,共9页
A new hot-dip galvanizing method was employed on hot-rolled low carbon steel.The effects of Al contents on microstructure,micro-hardness and corrosion resistance of Zn-Al alloy coatings were systematically investigate... A new hot-dip galvanizing method was employed on hot-rolled low carbon steel.The effects of Al contents on microstructure,micro-hardness and corrosion resistance of Zn-Al alloy coatings were systematically investigated.Phase composition,microstructure and element distribution in Zn-Al alloy coatings were analyzed using X-ray diffraction(XRD)and electron probe micro analysis(EPMA),respectively.It is found that Al content(0.6-6.0 wt.%)in galvanizing zinc affects surface quality and adhesion between coatings and matrix in the newly developed method.In addition,with increasing Al content,micro-hardness significantly increased due to the increase in Zn-Al eutectoid phases.Potentiodynamic polarization and electrochemical impedance spectroscopy(EIS)also revealed that increase in Al plays a noticeable role in improving the corrosion resistance of Zn-Al alloy coatings. 展开更多
关键词 Hot-rolled steel strip Hydrogen reduction Eutectoid structure Micro-hardnessCorrosion resistance Zn-Al alloy coating
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基于径向基函数、区间分析和非支配排序遗传算法的结构区间多目标优化(英文) 被引量:3
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作者 Jin CHENG Gui-fang DUAN +3 位作者 zhen-yu liu Xiao-gang LI Yi-xiong FENG Xiao-hai CHEN 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2014年第10期774-788,共15页
研究目的:为改善实际工程结构在不确定性条件下的多性能指标,提供一种高效的区间多目标优化方法。创新要点:建立一个目标和约束均为区间不确定性参数函数的区间约束多目标优化模型,提出并实现基于径向基函数、区间分析和非支配排序遗传... 研究目的:为改善实际工程结构在不确定性条件下的多性能指标,提供一种高效的区间多目标优化方法。创新要点:建立一个目标和约束均为区间不确定性参数函数的区间约束多目标优化模型,提出并实现基于径向基函数、区间分析和非支配排序遗传算法(NSGA-II)的区间多目标优化算法。研究方法:首先,利用区间序关系将每个区间目标转换为同时优化其中点和半径的确定性双目标,利用区间可能度法将区间约束转换为确定性约束,并在此基础上,利用加权法和罚函数法将每个区间目标的约束优化问题转换为相应的无约束优化问题;然后,利用拉丁超立方实验设计和有限元分析构建预测各待优化结构性能指标值的径向基函数;最后,将径向基函数、区间分析法与NSGA-II相结合,快速求出转换后确定性无约束多目标优化问题的所有Pareto最优解,并通过考虑材料不确定性的高速压力机滑块机构设计实例验证该方法的有效性。重要结论:目标和约束均为不确定性参数函数的区间多目标优化模型能有效反映实际工程中同时改善结构多性能指标的需求。基于径向基函数、区间分析和NSGA-II相结合的区间多目标优化算法将传统区间优化模型求解中的嵌套优化过程简化为单层遗传优化过程,大大提高了求解效率,并可获得多目标优化问题的所有Pareto最优解。 展开更多
关键词 区间多目标优化 不确定性 径向基函数 区间分析法 非支配排序遗传算法(NSGA-II)
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Effect of Si Content and Temperature on Oxidation Resistance of Fe-Si Alloys 被引量:3
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作者 Xiao-jiang liu Yong-quan HE +3 位作者 Guang-ming CAO Tao JIA Teng-zhi WU zhen-yu liu 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2015年第3期238-244,共7页
Hot-rolled Fe-(0.75-2.20)Si (mass%) alloys were oxidized in dry air at 600-1200 ℃. The oxidation process was carried out by thermal gravimetric analysis (TGA). At 600- 1 150 ℃, oxidation gain curves were appro... Hot-rolled Fe-(0.75-2.20)Si (mass%) alloys were oxidized in dry air at 600-1200 ℃. The oxidation process was carried out by thermal gravimetric analysis (TGA). At 600- 1 150 ℃, oxidation gain curves were approximately parabolic. Electron probe mieroanalysis (EPMA) was applied to investigate cross-section morphology of oxide layer and element distribution across the layer. At lower temperature of 700 ℃, the oxide layer consisted of internal oxidation zone (IOZ), inner Si-rich layer (conglomerate of fayalite and magnetite) and outer hematite layer, while at higher temperature of 1200 ℃, fayalite and wustite were observed in external oxide scale. Liquidus temperature of fayalite was detected by differential scanning calorimetry (DSC). Through comparing the oxidation mass gain and parabolic rate constant of the alloys, it was found that oxidation resistance of Fe-Si alloy was enhanced by increasing Si content below 1 150 ℃ while increasing Si content of the alloy resulted in higher oxidation rate above 1150 ℃ owing to the liquid fayalite formation. 展开更多
关键词 Fe-Si alloy FAYALITE liquidus temperature oxidation resistance Si content
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Effects of Coiling Temperature and Cooling Condition on Transformation Behavior of Tertiary Oxide Scale 被引量:3
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作者 Guang-ming CAO Teng-zhi WU +3 位作者 Rong XU Zhi-feng LI Fu-xiang WANG zhen-yu liu 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2015年第10期892-896,共5页
The influences of coiling temperature and cooling condition on structural transformation of the hot-rolled tertiary oxide scale formed under continuous cooling conditions were studied by thermal gravimetric analyzer. ... The influences of coiling temperature and cooling condition on structural transformation of the hot-rolled tertiary oxide scale formed under continuous cooling conditions were studied by thermal gravimetric analyzer. The fourth oxide scale formed under different conditions were classified and plotted. Because the oxide scale structure transformation is diffusion-controlled and the transformation law is similar to "C" curve, the eutectoid transformation nose temperature is 450 ℃. Under condition of low temperature and high cooling rate, ion diffusion behavior is restricted so that the eutectoid reaction is suppressed, resulting in that the fourth oxide scale is mainly made up of pre-eutectoid Fe304 and FeO without eu- tectoid products. From scale structure transition diagram, the eutectoid reaction process was affected by coiling temperature and cooling rate, leading to various scale structures. 展开更多
关键词 oxide scale eutectoid transformation continuous cooling coiling temperature cooling rate
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