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Preliminary analysis on roles of metal–organic compounds in the formation of invisible gold

Acta Geochimica 2021年第6期40卷 1050-1072页

作者： medet Junussov mádai Ferenc Kristály Ferenc Tòth Tivadar Fintor Krisztián muránszky Gábor Prekob Ádám hámor-vidómária Department of mineralogy and Petrography Institute of Mineralogy and GeologyFaculty of Earth Sciences and EngineeringUniversity of MiskolcMiskolc-Egyetemváros 3515Hungary Institute of mineralogy and Geology Faculty of Earth Sciences and EngineeringUniversity of MiskolcMiskolc-Egyetemváros 3515Hungary Department of mineralogy and Geochemistry Faculty of Science and InformaticsUniversity of SzegedAradi vértank tere 1Szeged 6720Hungary Institute of Chemistry Faculty of Material Sciences and EngineeringUniversity of MiskolcMiskolc-Egyetemváros 3515Hungary Department of Geology and meteorology Institute of Geography and Earth SciencesFaculty of SciencesUniversity of PécsVasvári pál utcaPecs 7622Hungary

The paper comprises new analytical data on the nature and occurrence of gold in solid pyrobitumen,closely associated with the main gold-bearing sulfide arsenic ores of the Bakyrchik gold deposit(Kazakhstan),related to post-collisional magmatic-hydrothermal *** mineralization of the deposit occurs mainly in the form of an“invisible”type of gold in the structures of arsenian pyrite and arsenopyrite,and the form of gold-organic compounds of pyrobitumen in carbonaceous-terrigenous sequences of Carboniferous *** and electron microscopic analysis,Raman and FT-Infrared analysis,mineralogical and three-step sequential extraction analysis(Nh2OhhCl,h2O2,hNO3?hCl)has been carried out using 9 ore samples(from 3 different types of ores)for a comprehensive study of pyrobitumen and sulfide arsenic ores focusing mainly on organic *** sequentially extracted precious metal content of pyrobitumen reaches up to 7 ppm gold and other metals like Ag 4 ppm,Pt 31 ppb,and Pd 26 ppb,forming metal–organic compounds,while arsenic sulfide minerals incorporate 11 ppm gold,39 ppm Ag,0.49 ppm *** enrichment of gold associating with organic matter and sulfide ore minerals was confirmed in this *** matter was active in the migration of gold and the capture of gold by ***,the reductive organic matter agent released gold,most likely for the sulfide arsenic ore *** was a decisive factor in the concentration,transportation,and preservation of gold in the deposit.

关键词： Gold Pyrobitumen Bakyrchik Vitrinite metal-organic compounds

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Stress Knowledge map:A knowledge graph resource for systems biology analysis of plant stress responses

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Plant Communications 2024年第6期5卷 17-31页

作者： Carissa Bleker Ziva Ramsak Andras Bittner vid Podpecan maja Zagorscak Bernhard Wurzinger Spela Baebler marko Petek maja Kriznik Annelotte van Dieren Juliane Gruber Leila Afjehi-Sadat Wolfram Weckwerth Anze Zupanic markus Teige Ute CVothknecht Kristina Gruden Department of Biotechnology and Systems Biology National Institute of BiologyVecna pot 1211000 LjubljanaSlovenia Plant Cell Biology Institute of Cellular and Molecular BotanyUniversity of BonnKirschallee 153115 BonnGermany Department of Knowledge Technologies Jozef Stefan InstituteJamova cesta 391000 LjubljanaSlovenia Department of Functional&Evolutionary Ecology University of ViennaDjerassiplatz 11030 ViennaAustria mass Spectrometry Unit Core Facility Shared ServicesUniversity of ViennaDjerassiplatz 11030 ViennaAustria

Stress Knowledge map(SKm;https://***)is a publicly available resource containing two complementary knowledge graphs that describe the current knowledge of biochemical,signaling,and regulatory molecular interactions in plants:a highly curated model of plant stress signaling(PSS;543 reactions)and a large comprehensive knowledge network(488390 interactions).Both were constructed by domain experts through systematic curation of diverse literature and database *** provides a single entry point for investigations of plant stress response and related growth trade-offs,as well as interactive explorations of current *** is also formulated as a qualitative and quantitative model for systems biology and thus represents a starting point for a plant digital ***,we describe the features of SKm and show,through two case studies,how it can be used for complex analyses,including systematic hypothesis generation and design of validation experiments,or to gain new insights into experimental observations in plant biology.

关键词： knowledge graph plant stress responses plant signaling systems biology plant digital twin

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Landslide inventory validation and susceptibility mapping in the Gerecse hills, hungary

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Geo-Spatial Information Science 2021年第3期24卷 498-508页

作者： Dávid Gerzsenyi Gáspár Albert Department of Cartography and Geoinformatics Eötvös Loránd UniversityBudapestHungary

Landslides pose a threat to property both in the populated and cultivated areas of the Gerecse hills (hungary). The currently available landslide inventory database holds the records from many sites in the area, but the database is out-of-date. here we address the problem of revising the National Landslides Cadastre landslide inventory database by creating a landslide suscept-ibility map with a multivariate model based on likelihood ratio functions. The model is applied to the TanDEm-X DEm (0.4″ res.), the current landslide inventory of the area, and data acquired from geological maps. By comparing the distributions of four variables in the landslide and non-landslide area with grid computation methods, the model yields landslide susceptibility estimates for the study area. The estimations show to what extent a certain area is similar to the sample areas, therefore, its likelihood to be affected by landslides in the future. The accuracy of the model predictions was checked in the field and compared to the results of our previous study using the SRTm-1 DEm for a similar analysis. The model gave accurate estimates when certain correction measures were applied to the input datasets. The limitations of the model, the input datasets, and the suggested correction measures are also discussed.

关键词： Landslide susceptibility landslide inventory TanDEm-X Gerecse hills landslides geomorphometry

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Strategies in training deep learning models to extract building from multisource images with small training sample sizes

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International Journal of Digital Earth 2023年第1期16卷 1707-1724页

作者： Dávid Abriha Szilárd Szabó Department of Physical Geography and Geoinformatics Faculty of Science and TechnologyUniversity of DebrecenDebrecenHungary

Building extraction from remote sensing data is an important topic in urban studies and the deep learning methods have an increasing role due to their minimal requirements in training data to reach outstanding *** aimed to investigate the original U-Net architecture’s efficiency in building segmentation with different number of training images and the role of data augmentation based on multisource remote sensing data with varying spatial and spectral resolutions(WorldView-2[WV2],WorldView-3[WV3]images and an aerial orthophoto[ORThO]).When the trainings and predictions were conducted on the same image,U-Net provided good results with very few training images(validation accuracies:94-97%;192 images).Combining the ORThO’s and WV2’s training data for prediction on WV3 provided poor results with low F1-score(0.184).however,the inclusion of only 48 WV3 training images significantly improved the F1-score(0.693),thus,most buildings were correctly ***,using only independent reference data(other than the target image)is not enough to train an accurate *** our case,the reference from WW2 and ORThO images did not provide an acceptable basis to train a good model,but a minimal number of training images from the targeted WV3 improved the accuracy(F1-score:69%).

关键词： Building segmentation U-Net remote sensing urban analysis

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Joins of 1-Planar Graphs

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Acta mathematica Sinica,English Series 2014年第11期30卷 1867-1876页

作者： Július CZAP Dvid hUDK Tom mADARAS Department of Applied mathematics and Business Informatics Faculty of Economics Technical University of KoiceNěmcovej 32040 01 KoiceSlovakia VSL Software a.s.Lomen 8040 01 KoiceSlovakia Institute of mathematics Faculty of SciencePavol Jozef afrik University Jesenn 5040 01 KoiceSlovakia

A graph is called 1-planar if it admits a drawing in the plane such that each edge is crossed at most *** this paper,we study 1-planar graph *** prove that the join G ＋ h is 1-planar if and only if the pair [G,h] is subgraph-majorized by one of pairs [C3 ∪ C3,C3],[C4,C4],[C4,C3],[K2,1,1,P3] in the case when both elements of the graph join have at least three *** one element has at most two vertices,then we give several necessary/sufficient conditions for the bigger element.

关键词： 1-Planar graph join product

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2021—2022年河南省某地区孕妇无创DNA产前检测现状研究

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现代疾病预防控制 2024年第8期35卷 613-616,625页

作者：李晶晶 DAvid Lubasi Nalisa 孙宗立河南科技大学临床医学院/河南科技大学第一附属医院内分泌代谢中心中心实验室河南洛阳471003 河南科技大学第一附属医院内分泌代谢中心/河南省遗传性罕见病医学重点实验室

目的分析某地区孕妇无创DNA产前检测(NIPT)现状,为合理产前诊断提供依据。方法对2021年8月—2022年9月接受无创DNA产前检测的533名孕妇进行回顾性分析。结果孕妇无创DNA产前检测结果异常检出率为2.63%(14/533),14例中,9例接受了电话... 详细信息

目的分析某地区孕妇无创DNA产前检测(NIPT)现状,为合理产前诊断提供依据。方法对2021年8月—2022年9月接受无创DNA产前检测的533名孕妇进行回顾性分析。结果孕妇无创DNA产前检测结果异常检出率为2.63%(14/533),14例中,9例接受了电话随访和羊水穿刺,4例确诊异常:21-三体综合征2例、16号染色体异常1例、性染色体异常1例,确诊率44.44%(4/9)。174例(32.64%)参与者在预产期年龄超过35岁。妊娠中期孕妇选择无创DNA产前筛查的主要原因是高龄和唐氏筛查结果异常,分别占32.64%(174例)和32.46%(173例),自主申请仅占14.07%(75例)。无创DNA产前筛查电话随访配合率64.73%(345/533),其中低风险者中, 5.20%(27例)拒绝随访,低于结果异常者中拒绝随访的14.29%(2例),但差异无统计学意义(P>0.05)。结论高龄产妇和异常产前筛查结果是该地区无创DNA产前筛查的主要驱动因素。然而,自愿申请率较低,需要提高人们对无创DNA检测及羊水穿刺在预防出生缺陷方面重要性的认识。

关键词：孕妇无创DNA产前筛查现状调查

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Deductive way of reasoning about the internet AS level topology

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Chinese Physics B 2015年第11期24卷 633-642页

作者： Dávid Szabó Attila Korsi József Bíró András Gulyás high Speed Networks Laboratory Budapest University of Technology and Economics mTA-BmE Information Systems Research Group Budapest University of Technology and Economics mTA-BmE Future Internet Research Group Budapest University of Technology and Economics

Our current understanding about the AS level topology of the Internet is based on measurements and inductive-type models which set up rules describing the behavior （node and edge dynamics） of the individual ASes and generalize the consequences of these individual actions for the complete AS ecosystem using induction. In this paper we suggest a third, deductive approach in which we have premises for the whole AS system and the consequences of these premises are determined through deductive reasoning. We show that such a deductive approach can give complementary insights into the topological properties of the AS graph. While inductive models can mostly reflect high level statistics （e.g., degree distribution, clustering, diameter）, deductive reasoning can identify omnipresent subgraphs and peering likelihood. We also propose a model, called YEAS, incorporating our deductive analytical findings that produces topologies contain both traditional and novel metrics for the AS level Internet.

关键词： internet topology complex network analysis model

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Female answer specificity to male drumming calls in three closely related species of the stonefly genus Zwicknia (Plecoptera: Capniidae)

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Insect Science 2021年第1期28卷 215-223页

作者： Kirill mark Orci David muranyi mTA-ELTE-mTm Ecology Research Group Hungarian Academy of SciencesEotvos Lorand University and the Hungarian Natural History MuseumBudapestHungary Department of Zoology Eszterhazy Karoly UniversityEgerHungary Department of Zoology Hungarian Natural History MuseumBudapestHungary

This study examines the rate of female answers to conspecific versus heterospecific male vibratory calls in three,closely related stonefly species:Zwicknia bifrons,***,and *** a previous study those three species were recognized on the basis of their distinct male drumming calls along with differences in genital morphology and genetic *** this study no-choice playback experiments using original male call samples from each species were performed,and the answer rate of females to con・specific and heterospecific signal variants was *** effect logistic regression models were used to test if male call species identity had a statistically significant effect on female answer *** answered conspecific male calls with significantly higher probability than heterospecific calls in all the three examined species,suggesting that the divergence of vibrational communication can be an important component of the prezygotic isolation between ***,but well detectable responsiveness to heterospecific calls was observable between *** and ***,the two species closest to each other regarding mitochondrial genetic divergence and male call pattern ***,our results are most congruent with a tight,gradual coevolution of male calls and female preferences.

关键词： biotremology drumming call Plecoptera reproductive isolation species recognition vibrational communication

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hyperactive learning for data-driven interatomic potentials

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npj Computational materials 2023年第1期9卷 599-612页

作者： Cas van der Oord matthias Sachs Dávid Péter Kovács Christoph Ortner Gábor Csányi University of Cambridge Cambridge CB21PZUK University of Birmingham Birmingham B152TTUK University of British Columbia VancouverBC V6T 1Z2Canada

Data-driven interatomic potentials have emerged as a powerful tool for approximating ab initio potential energy *** most time-consuming step in creating these interatomic potentials is typically the generation of a suitable training *** aid this process hyperactive learning(hAL),an accelerated active learning scheme,is presented as a method for rapid automated training database *** adds a biasing term to a physically motivated sampler(*** dynamics)driving atomic structures towards uncertainty in turn generating unseen or valuable training *** proposed hAL framework is used to develop atomic cluster expansion(ACE)interatomic potentials for the AlSi10 alloy and polyethylene glycol(PEG)polymer starting from roughly a dozen initial *** hAL generated ACE potentials are shown to be able to determine macroscopic properties,such as melting temperature and density,with close to experimental accuracy.

关键词： starting generating consuming

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Default or profit scoring credit systems?Evidence from European and US peer-to-peer lending markets

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Financial Innovation 2022年第1期8卷 954-974页

作者： Štefan Lyócsa Petra Vašaničová Branka hadji misheva marko Dávid Vateha Faculty of management and Business University of PrešovPrešovSlovak Republic Institute of Economic Research Slovak Academy of SciencesBratislavaSlovak Republic ZhAW School of Engineering WinterthurSwitzerland Depart-ment of Banking and International Finance Faculty of National EconomyUniversity of Economics in BratislavaBratislavaSlovak Republic Faculty of Economics and Administration Masaryk UniversityLipová507/41a60200 BrnoCzech Republic

For the emerging peer-to-peer(P2P)lending markets to survive,they need to employ credit-risk management practices such that an investor base is profitable in the long ***,credit-risk management relies on credit scoring that predicts loans’probability of *** this paper,we use a profit scoring approach that is based on modeling the annualized adjusted internal rate of returns of *** validate our profit scoring models with traditional credit scoring models,we use data from a European P2P lending market,Bondora,and also a random sample of loans from the Lending Club P2P lending *** compare the out-of-sample accuracy and profitability of the credit and profit scoring models within several classes of statistical and machine learning models including the following:logistic and linear regression,lasso,ridge,elastic net,random forest,and neural *** found that our approach outperforms standard credit scoring models for Lending Club and Bondora *** specifically,as opposed to credit scoring models,returns across all loans are 24.0%(Bondora)and 15.5%(Lending Club)higher,whereas accuracy is 6.7%(Bondora)and 3.1%(Lending Club)higher for the proposed profit scoring ***,our results are not driven by manual selection as profit scoring models suggest investing in more ***,even if we consider data sampling bias,we found that the set of superior models consists almost exclusively of profit scoring ***,our results contribute to the literature by suggesting a paradigm shift in modeling credit-risk in the P2P market to prefer profit as opposed to credit-risk scoring models.

关键词： Profit scoring Credit scoring Financial intermediation P2P Fintech

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