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Fire resistance evaluation through synthetic fire tests and generative adversarial networks

Frontiers of Structural and Civil Engineering 2024年第4期18卷 587-614页

作者： Aybike Özyüksel Çiftçioğlu M.Z.Naser Department of Civil Engineering Manisa Celal Bayar University45140Türkiye School of Civil&Environmental Engineering and Earth Sciences(SCEEES) Clemson UniversityClemsonSC 29631USA Artificial Intelligence Research Institute for Science and Engineering(AIRISE) Clemson UniversityClemsonSC 29631USA

This paper introduces a machine learning approach to address the challenge of limited data resulting from costly and time-consuming fire experiments by enlarging small fire test data sets and predicting the fire resistance of reinforced concrete *** approach begins by creating deep learning models,namely generative adversarial networks and variational autoencoders,to learn the spatial distribution of real fire *** then use these models to generate synthetic tabular samples that closely resemble realistic fire resistance values for reinforced concrete *** generated data are employed to train state-of-the-art machine learning techniques,including Extreme Gradient Boost,Light Gradient Boosting Machine,Categorical Boosting Algorithm,Support Vector Regression,Random Forest,Decision Tree,Multiple Linear Regression,Polynomial Regression,Support Vector Machine,Kernel Support Vector Machine,Naive Bayes,and K-Nearest Neighbors,which can predict the fire resistance of the columns through regression and *** learning analyses achieved highly accurate predictions of fire resistance values,outperforming traditional models that relied solely on limited experimental *** study highlights the potential for using machine learning and deep learning analyses to revolutionize the field of structural engineering by improving the accuracy and efficiency of fire resistance evaluations while reducing the reliance on costly and time-consuming experiments.

关键词： deep learning fire resistance generative adversarial networks machine learning

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An edible green algae polysaccharide CRVP from Caulerpa racemosa var. peltate induced apoptosis of liver cancer cells Hepa1-6 by regulating glutathione metabolism

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Food Science and Human Wellness 2024年

作者： Xuewei Xia Heying Zhou Rongxin Zhang Xiaoyong Zhang Baojun Xu io Nam Wong Riming Huang Guangdong Provincial Key Laboratory of Food Quality and Safety， College of Food Science， South China Agricultural University Department of Pharmacy， Guangdong Second Provincial General Hospital Department of Colorectal Surgery， Sun Yat-sen University Cancer Center State Key Laboratory of Oncology in South China Joint Laboratory of Guangdong Province and Hong Kong Region on Marine Bioresource Conservation and Exploitation， College of Marine Sciences， South China Agricultural University Food Science and Technology Program， BNU-HKBU United International College Faculty of Medicine， Macau University of Science and Technology

Algal polysaccharides are an essential active substance in food nutrition and even pharmaceutical activity research due to wide sources， low toxicity， and no side effects. In our previous research， we identified the chemical structure and studied the immunomodulatory mechanism of the polysaccharide CRVP from edible green algae Caulerpa racemosa var. peltata. In this study， we further investigated the cytotoxicity and potential mechanism of CRVP against Hepa1-6 cells. Metabolomics analysis showed that CRVP might affect glutathione metabolism-related pathways. CRVP significantly up-regulated oxidized glutathione （GSSG） and down-regulated reduced glutathione （GSH） in Hepa1-6 cells， increasing the ratio of GSSG to GSH and intracellular reactive oxygen species. The potential anti-liver cancer mechanism is that CRVP may affect redox homeostasis and lead to apoptosis by inhibiting glutathione reductase or System Xc-. Based on the known immunomodulatory mechanism of CRVP， this study can provide a material basis for adjuvant therapeutic nutritional agents with immune-enhancing anti-cancer activity.

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总状蕨藻盾叶变种寡糖的酶解制备及其免疫调节活性的作用机制

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食品科学 2024年第17期45卷 42-51页

作者：曾瑾子林倩敏许静宜徐宝军黄耀南黄日明华南农业大学食品学院广东广州510642 北京师范大学-香港浸会大学联合国际学院生命科学系广东珠海519087 澳门科技大学医学院中国澳门999078

将总状蕨藻盾叶变种多糖经乳糖酶酶解、膜过滤、透析和冻干制备获得总状蕨藻盾叶变种寡糖(Caulerpa racemosa *** oligosaccharide,CRVO-G),测定CRVO-G的相对分子质量与单糖组成,评价CRVO-G的免疫调节活性,并对其作用机制展开研究。结... 详细信息

将总状蕨藻盾叶变种多糖经乳糖酶酶解、膜过滤、透析和冻干制备获得总状蕨藻盾叶变种寡糖(Caulerpa racemosa *** oligosaccharide,CRVO-G),测定CRVO-G的相对分子质量与单糖组成,评价CRVO-G的免疫调节活性,并对其作用机制展开研究。结果显示,CRVO-G主要是由相对分子质量分别为617.115、621.081和995.368的2种四糖和1种六糖组成的寡糖混合物,主要由半乳糖(51.0%)、甘露糖(21.3%)、葡萄糖(11.5%)、木糖(6.5%)、鼠李糖(2.3%)、葡萄糖醛酸(2.0%)、盐酸氨基葡萄糖(1.8%)、岩藻糖(0.8%)、盐酸氨基半乳糖(0.7%)、半乳糖醛酸(0.7%)、甘露糖醛酸(0.7%)和阿拉伯糖(0.6%)组成。此外,CRVO-G具有良好的免疫调节活性,能促进一氧化氮(NO)和免疫因子的释放,如白细胞介素-1β、白细胞介素-6和肿瘤坏死因子-α。代谢组学和蛋白免疫印迹结果表明,CRVO-G可以促进巨噬细胞花生四烯酸代谢通路中血栓素A2和15-酮前列腺素F2α的合成,提高环氧合酶-2(cyclooxygenase-2,COX-2)、诱导型一氧化氮合酶(inducible nitric oxide synthase,iNOS)和核因子κB(nuclear factorκB,NF-κB)的磷酸化蛋白的表达水平。研究表明,在巨噬细胞RAW264.7细胞中CRVO-G通过NF-κB/iNOS/COX-2途径发挥免疫调节作用。

关键词：总状蕨藻盾叶变种寡糖酶解免疫调节分子机制

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Influence of the continuing COVID-19 epidemic on sleep quality and psychological status of healthcare workers in private institutions

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World Journal of Psychiatry 2024年第10期14卷 1495-1505页

作者： Man-In Ho Zhe-Hao Wu Yu-Ying Chen Weng-io Leong Jue Wang Hua Zhou Zi-Tuo Wu Ying-Qi Mao Jia-An Du Yi Zheng Yi Yu Paulo Do Lago Comandante Li-Li Yu Qi-Biao Wu Faculty of Chinese Medicine Medical Sciences DivisionMacao University of Science and TechnologyMacao 999078China Department of Child Rehabilitation Children Health CareJieyang Women Infant Health Care HospitalJieyang 522000Guangdong ProvinceChina Macao Association for Analytical Psychology Macao 999078China The State Key Laboratory of Quality Research in Chinese Medicine Macao University of Science and TechnologyMacao 999078China State Key Laboratory of Dampness Syndrome of Chinese Medicine The Second Affiliated Hospital of Guangzhou University of Chinese MedicineGuangzhou 510006Guangdong ProvinceChina Guangdong Provincial Hospital of Chinese Medicine Guangdong Provincial Academy of Chinese Medical SciencesGuangzhou 511400Guangdong ProvinceChina Chinese Medicine Guangdong Laboratory(Hengqin Laboratory) Guangdong-Macao In-Depth Cooperation Zone in HengqinHengqin 519000Guangdong ProvinceChina University Hospital Macao University of Science and TechnologyMacao 999078China Department of Rehabilitation The First Affiliated Hospital of Zhejiang Chinese Medical University(Zhejiang Provincial Hospital of Chinese Medicine)Hangzhou 310006Zhejiang ProvinceChina Department of Clinical Nutrition The Second Affiliated Hospital of Zhejiang Chinese Medical UniversityXinhua Hospital of Zhejiang ProvinceHangzhou 310000Zhejiang ProvinceChina Associação dos Investigadores Praticantes e Promotores da Medicina Chinesa de MacaoMacao 999078China Zhuhai MUST Science and Technology Research Institute Macao University of Science and TechnologyZhuhai 519099Guangdong ProvinceChina Guangdong-Hong Kong-Macao Joint Laboratory for Contaminants Exposure and Health Guangdong University of TechnologyGuangzhou 510000Guangdong ProvinceChina

BACKGROUND On January 22,2020,Macao reported its first case of coronavirus disease 2019(COVID-19)*** August 2021,the situation had escalated into a crisis of community *** response,the government launched a recruitment campaign seeking assistance and services of healthcare workers(HCWs)from the private sector throughout *** participants faced concerns about their own health and that of their families,as well as the responsibility of maintaining public health and *** study aims to determine whether the ongoing epidemic has caused them physical and psychological *** To examine the influence of COVID-19 on the sleep quality and psychological status of HCWs in private institutions in Macao during the *** Data were collected from December 2020 to January *** consecutive surveys were *** Pittsburgh Sleep Quality Index(PSQI)scale,Self-Rating Anxiety Scale(SAS),and Self-Rating Depression Scale(SDS)were employed as investigation *** In the first-stage survey,32%of HCWs experienced a sleep disorder,compared to 28.45%in the second-stage survey.A total of 31.25%of HCWs in the first-stage survey and 28.03%in the second had varying degrees of anxiety.A total of 50.00%of HCWs in the first-stage survey and 50.63%in the second experienced varying degrees of *** difference in PSQI scores,SAS scores,or SDS scores were observed between the two surveys,indicating that the COVID-19 epidemic influenced the sleep quality and psychological status of *** negative influence persisted over both periods but did not increase remarkably for more than a ***,a positive correlation was observed between the PSQI,SAS,and SDS scores(r=0.428-0.775,Piorated,the other two tended to deteriorate as *** The sleep quality,anxiety,and depression of HCWs in private institution in Macao were affected by the COVID-19 *** these fac

关键词： COVID-19 Healthcare workers Sleep quality Anxiety Depression Psychological status

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Resolution pattern of jaundice among children presenting with severe malaria in rural South-West Nigeria

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Asian Pacific Journal of Tropical Biomedicine 2012年第7期2卷 551-553页

作者： Osonuga OA Osonuga A Osonuga AA Osonuga io Department of Pharmacology and Physiology University of Cape Coast School of Medical Sciences University of Cape Coast Department of Nursing University of Cape Coast Olabisi Onabanjo University Remo Campus

Objective:To compare the pattern of jaundice resolution among children with severe malaria treated with quinine and ***:Thirty two children who fulfilled the inclusion criteria were recruited for the study from two hospitals with intensive care *** were divided into two groups:'Q' and 'A',receiving quinine and *** was assessed by clinical ***:Sixteen out of 32 children recruited(representing50%) presented with jaundice on the dav of *** mean age was(7.00±2.56) *** day 3,tour patients in 'A' and six patients in 'O' had *** day *** child had ***:The study has shown that hoth drugs resolve jaundice although artemether relatively resolves it faster by the third day.

关键词： Jaundice Quinine Artemether Severe malaria South-west Nigeria

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Fabrication of 3D air-core MEMS inductors for very-highfrequency power conversions

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Microsystems & Nanoengineering 2018年第1期4卷 509-517页

作者： Hoa Thanh Le io Mizushima Yasser Nour Peter Torben Tang Arnold Knott Ziwei Ouyang Flemming Jensen Anpan Han National Center for Micro-and Nanofabrication DanchipTechnical University of Denmark2800 Kongens LyngbyDenmark Department of Electrical Engineering Technical University of Denmark2800 Kongens LyngbyDenmark IPU Nils Koppels Allé2800 Kongens LyngbyDenmark

We report a fabrication technology for 3D air-core inductors for small footprint and very-high-frequency power *** process is scalable and highly generic for fabricating inductors with a wide range of geometries and core *** demonstrate spiral,solenoid,and toroidal inductors,a toroidal transformer and inductor with advanced geometries that cannot be produced by wire winding *** inductors are embedded in a silicon substrate and consist of through-silicon vias and suspended *** inductors fabricated with 20 and 25 turns and 280-350μm heights on 4-16 mm2 footprints have an inductance from 34.2 to 44.6 nH and a quality factor from 10 to 13 at frequencies ranging from 30 to 72 *** air-core inductors show threefold lower parasitic capacitance and up to a 140% higher-quality factor and a 230% higher-operation frequency than silicon-core inductors.A 33 MHz boost converter mounted with an air-core toroidal inductor achieves an efficiency of 68.2%,which is better than converters mounted with a Si-core inductor(64.1%).Our inductors show good thermal cycling stability,and they are mechanically stable after vibration and 2-m-drop tests.

关键词： MEMS inductor PwrSoC TSVs very high frequency 3D

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Sexual Behaviour and Contraceptive Usage of Secondary School Adolescents in Ibadan, Nigeria

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Journal of Reproduction and Contraception 2007年第4期18卷 279-288页

作者： A Oladokun io Morhason-Bello CA Enakpene KM Owonikoko JO Akinyemi KA Obisesan Department of Obstetrics & Gynaecology University College Hospital Ibadan Nigeria Department of Epidemiology Medical Statistics and Environmental Health College of Medicine University of Ibadan Nigeria

Objective To determine the prevalence and pattern of sexual activity as well as the contraceptive practices among the selected secondary school adolescents in Ibadan, Nigeria. Methods A descriptive cross-sectional study was conducted among the selected senior secondary school students in Ibadan, following a stratified multistage random sampling technique. Results There were 695 respondents out of which the females constituted 51% and the males were 49%. Less than one third （28.3%） of the respondents have had previous sexual exposure at the time of the study. The median age of sexual debut among the sexually exposed was 15 years in both the males and the females. Bivariate analysis of sociodemographic characteristics of respondents with previous sexual exposure showed that, sex, religion, father＇s and mother＇s educational background and level of class were statistically significant（P〈0. 001）. Further analysis using logistic regression model revealed that male respondents were 3 times more likely than females （95% CI 1.92-4.56） to have had sexual experience while those whose mother had tertiary educational background were less likely to have had previous sexual experience compared with those with secondary and lower educational background （OR= 1.76, 95% CI 1.11-2.77）. Of all the sociodemographic characteristics of respondents considered with the age of sexual partners using bivariate analysis showed that only level of class was significant （P=0. 018）. Less than half of the sexually active males （44.2%） were using various methods of contraception, while 54.4% of the sexually active females were using different types of modern methods.Conclusion It is quite obvious that risky sexual behaviours are in practice among the secondary school students studied and by extension in the country. It therefore means that reproductive health issues especially concerning the adolescents will have to be openly discussed by all with our youths while abstinence/chastity should be

关键词： adolescents sexual health contraceptive usage

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DESCRIPTioN OF THREE NEW GENERA AND THREE NEW SPECIES OF MEMBRACIDAE FROM CHINA (Homoptera: Membracidae)

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昆虫分类学报 1982年第3期 178-181页

作者： Chou io Yuan Feng(Northwestern College of Agriculture)

Three new genera and three new species of Membracidae from China are described in this paper. All type specimens are kept or temporarily kept in the insect collection of the Northwestern College of *** Chou et Yuan, g... 详细信息

关键词： than high head Homoptera Membracidae DESCRIPTioN OF THREE NEW GENERA AND THREE NEW SPECIES OF MEMBRACIDAE FROM CHINA

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TWO NEW GENERA, FOUR NEW SPECIES OF PLUSIINAE AND REVISioN OF SOME OF ITS KNOWN SPECIES (LEPIDOPTERA: NOCTUIDAE)

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昆虫分类学报 1979年第1期 21-22页

作者： Chou io Lu Tseng (The Nortlnrestern College of Agriculture)

This new genus is related to Arggrogramma Hubner and Acanthoplusia Dufy,but differs from them in the following characters: the stigma below the cell offore--wing stripe-shaped, long or short, white or grey, but never ... 详细信息

关键词： FOUR NEW SPECIES OF PLUSIINAE AND REVISioN OF SOME OF ITS KNOWN SPECIES LEPIDOPTERA ITS

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LA SISTEM ATIKO KAJ FILOGENio DE LA GENRO SINOPHORA MELICHAR (Homopteroj:Afroforedoj)

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Entomotaxonomia 1986年第Z1期 116-119页

作者： Chou io Yuan Feng Liang Aiping(Nordokcidenta Agrikultura Universitato)

5 specioj apartenantaj al 2 subgenroj t. e. Sinophora s. str. kaj Sinaphrade la genro Sinophora estis priskribitaj antaue (L. Malichar 1902, Z. *** kaj G. Horton 1934, S. Matsmura 1942, G. A. Anufriev 1972), elkiuj 4 estis raportitaj et Cinio. En tiu ci artikolo la autoroj pliigas 8 speciojnel Cinio novajn por scienco (Sichuan, Yunnan, Xizang, Shaanxi, Hubei). Lacefaj temoj diskutital en detalo en la cina teksto en tiu ci artikolo estas resu-mataj jene.

关键词： La Homopteroj LA SISTEM ATIKO KAJ FILOGENio DE LA GENRO SINOPHORA MELICHAR DE

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