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Super-resolving material microstructure image via deep learning for microstructure characterization and mechanical behavior analysis

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npj Computational Materials 2021年第1期7卷 867-877页

作者： Jaimyun Jung Juwon Na hyung Keun park Jeong Min park Gyuwon Kim Seungchul Lee Hyoung Seop Kim Department of Materials AI&Big-Data Korea Institute of Materials Science(KIMS)Changwon-siRepublic of Korea Department of Mechanical Engineering Pohang University of Science and Technology(POSTECH)PohangRepublic of Korea Department of Materials Science and Engineering Pohrepresent the average grainang University of Science and Technology(POSTECH)PohangRepublic of Korea Graduate School of Artificial Intelligence Pohang University of Science and Technology(POSTECH)PohangRepublic of Korea Graduate Institute of Ferrous Technology Pohang University of Science and Technology(POSTECH)PohangRepublic of Korea

The digitized format of microstructures,or digital microstructures,plays a crucial role in modern-day materials ***,the acquisition of digital microstructures through experimental means can be unsuccessful in delivering sufficient resolution that is necessary to capture all relevant geometric features of the *** resolution-sensitive microstructural features overlooked due to insufficient resolution may limit one’s ability to conduct a thorough microstructure characterization and material behavior analysis such as mechanical analysis based on numerical ***,a highly efficient super-resolution imaging based on deep learning is developed using a deep super-resolution residual network to super-resolved low-resolution(LR)microstructure data for microstructure characterization and finite element(FE)mechanical *** characterization and FE model based mechanical analysis using the super-resolved microstructure data not only proved to be as accurate as those based on high-resolution(HR)data but also provided insights on local microstructural features such as grain boundary normal and local stress distribution,which can be only partially considered or entirely disregarded in LR data-based analysis.

关键词： microstructure Microstructure analysis

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Effects of warming,wetting and nitrogen addition on substrate-induced respiration and temperature sensitivity of heterotrophic respiration in a temperate forest soil

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Pedosphere 2021年第2期31卷 363-372页

作者： Mohammad MOONIS Jong-Kyu LEE Hyojin JIN Dong-Gill KIM Ji-hyung park Department of Forest Environment Protection Kangwon National UniversityChuncheon 24341(Republic of Korea) Department of Environmental Science and Engineering Ewha Womans UniversitySeoul 03760(Republic of Korea) Wondo Genet College of Forestry and Natural Resources Hawassa UniversityP.O.Box 128Shashemene(Ethiopia)

Soil heterotrophic respiration and its temperature sensitivity are affected by various climatic and environmental ***,little is known about the combined effects of concurrent climatic and environmental changes,such as climatic warming,changing precipitation regimes,and increasing nitrogen(N)***,in this study,we investigated the individual and combined effects of warming,wetting,and N addition on soil heterotrophic respiration and temperature *** incubated soils collected from a temperate forest in South Korea for 60 d at two temperature levels(15 and 20℃,representing the annual mean temperature of the study site and 5℃warming,respectively),three moisture levels(10%,28%,and 50%water-filled pore space(WFPS),representing dry,moist,and wet conditions,respectively),and two N levels(without N and with N addition equivalent to 50 kg N ha^(-1)year^(-1)).On day 30,soils were distributed across five different temperatures(10,15,20,25,and 30℃)for 24 h to determine short-term changes in temperature sensitivity(Q_(10),change in respiration with 10℃increase in temperature)of soil heterotrophic *** completing the incubation on day 60,we measured substrate-induced respiration(SIR)by adding six labile substrates to the three types of *** treatment(increase from 28%to 50%WFPS)reduced SIR by 40.8%(3.77 to 2.23μg CO_(2)-C g^(-1)h^(-1)),but warming(increase from 15 to 20℃)and N addition increased SIR by 47.7%(3.77 to 5.57μg CO_(2)-C g^(-1)h^(-1))and 42.0%(3.77 to 5.35μg CO_(2)-C g^(-1)h^(-1)),respectively.A combination of any two treatments did not affect SIR,but the combination of three treatments reduced SIR by 42.4%(3.70 to 2.20μg CO_(2)-C g^(-1)h^(-1)).Wetting treatment increased Q_(10)by 25.0%(2.4 to 3.0).However,warming and N addition reduced Q_(10)by 37.5%(2.4 to 1.5)and 16.7%(2.4 to 2.0),*** coupled with wetting did not significantly change Q_(10),while warming coupled with N addition reduced Q

关键词： carbon dioxide decomposition global warming soil moisture soil organic carbon soil respiration Q_(10)

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Diagnostic accuracy of administrative database for bile duct cancer by ICD-10 code in a tertiary institute in Korea

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Hepatobiliary & Pancreatic Diseases International 2020年第6期19卷 575-580页

作者： Young-jae Hwang Seon Mee park Soomin Ahn Jongchan Lee Young Soo park Nayoung Kim Department of Internal Medicine Seoul National University Bundang HospitalSeongnamKorea Department of Internal Medicine Chungbuk National University College of Medicine and Medical Research InstituteCheongjuKorea Department of Pathology Seoul National University Bundang HospitalSeoungnamKorea Department of Internal Medicine and Institute of Liver Research Seoul National University College of MedicineSeoulKorea Tumor Microenvironment Global Core Research Center Seoul National UniversitySeoulKorea

Background:Administrative database provides valuable information for large cohort studies,especially when tissue diagnosis is rather difficult such as the diagnosis for bile duct cancer(BDC).The aim of this study was to evaluate the diagnostic accuracy of administrative database for BDC by International Classification of Diseases(ICD)-10 codes in a tertiary ***:BDC and control groups were collected from 2003 to 2016 at Seoul National University Bundang *** of BDC were identified in the National Health Insurance Service(NHIS)database by ICD 10-code supported by V *** control group was selected from cases without ICD-10 codes for BDC.A definite or possible diagnosis was defined according to pathologic *** records,images,and pathology reports were analyzed to evaluate ICD-10 codes for ***,specificity,positive predictive value,and negative predictive value for BDC were analyzed according to diagnostic criteria and cancer ***:A total of 1707 patients with BDC and 1707 controls were *** those with BDC,1320(77.3%)were diagnosed by definite ***(99.4%)of them had *** of definite diagnosis was the highest for ampulla of Vater(88.9%),followed by that for extrahepatic(84.9%)and intrahepatic(68.3%)*** positive cases commonly had hepatocellular *** overall diagnosis of BDC,sensitivity,specificity,positive predictive value,and negative predictive value were 99.94%,98.33%,98.30%,and 99.94%,*** accuracies were similar regardless of diagnostic criteria or tumor ***:Administrative database for BDC collected according to ICD-10 code with V code shows good accuracy.

关键词： National Health Insurance Service Bile duct cancer ICD-10

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Kinetic Modeling of Plasma Methane Conversion Using Gliding Arc

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Journal of Natural Gas Chemistry 2005年第1期14卷 13-21页

作者： Antonius Indarto jae-Wook Choi Hwaung Lee hyung Keun Song Clean Technology Research Center Clean Technology Research CenterClean Technology Research CenterClean Technology Research Center Korea Institute of Science & TechnologyP.O.Box 131CheongryangSeoul 130-650Korea [Manuscript received February 212005 Korea Institute of Science & TechnologyP.O.Box 131CheongryangSeoul 130-650Korea [Manuscript received February 212005

Plasma methane (CH_4) conversion in gliding arc discharge was examined. Theresult data of experiments regarding the performance of gliding arc discharge were presented in thispaper. A simulation which is consisted some chemical kinetic mechanisms has been provided toanalyze and describe the plasma process. The effect of total gas flow rate and input frequencyrefers to power consumption have been studied to evaluate the performance of gliding arc plasmasystem and the reaction mechanism of decomposition. Experiment results indicated that the maximumconversion of CH_4 reached 50% at the total gas flow rate of 1 L/min. The plasma reaction wasoccurred at the atmospheric pressure and the main products were C (solid), hydrogen, and acetylene(C_2H_2). The plasma reaction of methane conversion was exothermic reaction which increased theproduct stream temperature around 30-50℃.

关键词： plasma gliding arc methane conversion reaction mechanism

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Microstructure and corrosion resistance of a Mg2Sn-dispersed Mg alloy subjected to pulsed electron beam treatment

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Journal of Magnesium and Alloys 2020年第2期8卷 345-351页

作者： Daseul Lee Beomcheol Kim Soo-Min Baek Jisoo Kim hyung Wook park Jung Gu Lee Sung Soo park School of Materials Science and Engineering Ulsan National Institute of Science and TechnologyUlsan 44919Republic of Korea School of Mechanical Aerospace and Nuclear EngineeringUlsan National Institute of Science and TechnologyUlsan 44919Republic of Korea School of Materials Science and Engineering University of UlsanUlsan 44610Republic of Korea

We report that the corrosion resistance of a Mg-Sn-based alloy with MgzSn precipitates can be considerably improved by surface modification using pulsed electron beam *** alloy subjected to a pulse electron beam treatment showed a modified surface layer with a thickness of〜12 μm,appearing more resistant to corrosion attack than the bare surface of the *** 0.6 M NaCl solution,the alloys with and without the surface modification exhibited average corrosion rates of 4.3 and 8.1 mm y^-1,*** improved corrosion resistance was attributed to reduced cathodic activation,resulting from the surficial reduction of relatively noble Mg2Sn precipitates.

关键词： Magnesium alloy Mg2Sn Intermetallic compound Pulsed electron beam treatment Corrosion

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Incidence and Related Risk Factors of Junctional Ectopic Tachycardia in Infants after Cardiac Surgery for Congenital Heart Disease

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Congenital Heart Disease 2022年第5期17卷 569-578页

作者： jae Hee Seol Se Yong Jung jae Young Choi Han Ki park Young Hwan park Nam Kyun Kim Department of Pediatrics Congenital Heart Disease CenterDivision of Pediatric CardiologySeverance Cardiovascular HospitalYonsei University College of MedicineSeoulKorea Department of Pediatrics Yonsei University Wonju College of MedicineWonjuKorea Department of Thoracic and Cardiovascular Surgery Division of Cardiovascular SurgeryCongenital Heart Disease CenterSeverance Cardiovascular HospitalYonsei University College of MedicineSeoulKorea Department of Pediatrics and Biomedical Engineering School of MedicineEmory UniversityAtlantaUSA

Objective:Junctional ectopic tachycardia is common after cardiac surgery for congenital heart ***,its incidence and related risk factors in infants after cardiac surgery are not well *** objective of this study was to determine the overall incidence and related risk factors for junctional ectopic tachycardia in neonates and ***:We enrolled a total of 271 patients aged<1 year who underwent open cardiac surgery at Severance Cardiovascular Hospital from January 2018 to December *** criteria were immediate postoperative mortality,other arrhythmias detected in the perioperative period,and ***:The overall incidence of junctional ectopic tachycardia was 12.9%.The logistic regression analysis revealed that longer cardiopulmonary bypass time,surgery involving atrioventricular node stretching,and the presence of early repolarization on preoperative electrocardiography increased the risk of junctional ectopic *** with junctional ectopic tachycardia had longer intubation time and intensive care unit ***:Junctional ectopic tachycardia is a common arrhythmia after cardiac surgery for congenital heart disease in ***,infants developing junctional ectopic tachycardia after cardiac surgery have specific preoperative electrocardiography *** risk factors for junctional ectopic tachycardia were associated not only with surgical procedural factors but also with preoperative electrocardiographic parameters.

关键词： Junctional ectopic tachycardia congenital heart disease early re-polarization

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miR-215 overexpression distinguishes ampullary carcinomas from pancreatic carcinomas

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Hepatobiliary & Pancreatic Diseases International 2015年第3期14卷 325-329页

作者： Dong Ho Choi Sang jae park Hark Kyun Kim Department of Surgery Hanyang University School of Medicine Center for Liver Cancer National Cancer Center Biomolecular Function Research Branch National Cancer Center

Distinguishing ampullary carcinoma from pancreatic carcinoma is important because of their different prognoses. microRNAs are differentially expressed according to the tissue of origin. However, there is rare research on the differential diagnosis between the two types of cancers by microRNA in periampullary cancers. The present study was undertaken to compare microRNA profiles between ampullary and pan- creatic carcinomas using microarrays, miR-215 was most significantly overexpressed in ampullary carcinomas; whereas the expressions of miR-134 and miR-214 were significantly lower in ampuUary carcinomas than in pancreatic carcino- mas. When these discriminatory microRNAs were applied to liver metastases, they were correctly predicted for the tissue of origin. Although this study is limited by small sample size, striking difference in microRNA expression and concordant expression of discriminating microRNAs in primary tumors and metastases suggest that these novel discriminatory mi- croRNAs warrant future validation.

关键词： ampulla of Vater pancreatic cancer gene expression

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Power interconnected system clustering with advanced fuzzy C-mean algorithm

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Journal of Central South University 2011年第1期18卷 190-195页

作者：王洪梅 KIM jae-hyung JUNG Dong-Yean LEE Sang-Min LEE Sang-Hyuk School of Mechatronics Changwon National University Daeho Tech Co.Ltd. Changwon 641-465Korea Department of Electronics Engineering Inha University

An advanced fuzzy C-mean （FCM） algorithm was proposed for the efficient regional clustering of multi-nodes interconnected systems. Due to various locational prices and regional coherencies for each node and point, modified similarity measure was considered to gather nodes having similar characteristics. The similarity measure was needed to contain locafi0nal prices as well as regional coherency. In order to consider the two properties simultaneously, distance measure of fuzzy C-mean algorithm had to be modified. Regional clustering algorithm for interconnected power systems was designed based on the modified fuzzy C-mean algorithm. The proposed algorithm produces proper classification for the interconnected power system and the results are demonstrated in the example of IEEE 39-bus interconnected electricity system.

关键词： fuzzy C-mean similarity measure distance measure interconnected system clustering

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Effect of Sub-T_g Annealing on the Corrosion Resistance of the Cu–Zr Amorphous Alloys

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Acta Metallurgica Sinica(English Letters) 2018年第3期31卷 273-280页

作者： Sang-Soo Shin Hong-Kyu Kim jae-Chul Lee Ik-Min park Department of Materials Science and Engineering Pusan National University Advanced Analysis Center Korea Institute of Science and Technology Department of Materials Science and Engineering Korea University

Despite the economy of material cost and excellent toughness of Cu-based amorphous alloys,especially CusoZrso,their poor corrosion resistance to a chloride medium limits their widespread *** this study,corrosion tests were performed on the CusoZrso amorphous alloy with different degrees of short-range order,which were prepared by annealing below the glass transition temperature（Tg）.It was found that the corrosion resistance of amorphous alloys is improved to a significant level when the alloys were heated below *** studies showed that thermally activated relaxation process of created disorder,which occurs during sub-Tg annealing,is responsible for the improvement in the corrosion *** dynamics simulations performed on the Cu-Zr amorphous alloys demonstrated that the relaxation process of the alloys is associated with the formation of energetically stable icosahedra and icosahedron-like *** study highlights the effects of sub-Tg annealing on the improvement in the corrosion resistance of the amorphous alloys from the viewpoint the relaxation process of the short-range orders.

关键词： Amorphous alloys Corrosion Annealing Molecular dynamics Electrochemical performance

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Comparison of a novel bedside portable endoscopy device with nasogastric aspiration for identifying upper gastrointestinal bleeding

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World Journal of Gastroenterology 2014年第25期20卷 8221-8228页

作者： Jong Hwan Choi jae Hyuk Choi Yoo Jin Lee hyung Ki Lee Wang Yong Choi Eun Soo Kim Kyung Sik park Kwang Bum Cho Byoung Kuk Jang Woo Jin Chung jae Seok Hwang Division of Gastroenterology and Hepatology Department of Internal Medicine Keimyung University School of MedicineDaegu 700-712South Korea

AIM: To compare outcomes using the novel portable endoscopy with that of nasogastric (NG) aspiration in patients with gastrointestinal bleeding.

关键词： Endoscopy Gastrointestinal bleeding Nasogastric aspiration

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