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mapping mesoscopic phase evolution during E-beam induced transformations via deep learning of atomically resolved images

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npj Computational materials 2018年第1期4卷 396-404页

作者： Rama K.Vasudevan Nouamane Laanait erik m.ferragut Kai Wang David B.Geohegan Kai Xiao maxim Ziatdinov Stephen Jesse Ondrej Dyck Sergei V.Kalinin Center for Nanophase materials Sciences Oak Ridge National LaboratoryOak RidgeTN 37831USA Institute for Functional Imaging of materials Oak Ridge National LaboratoryOak RidgeTN 37831USA Computational Sciences and Engineering Division Oak Ridge National LaboratoryOak RidgeTN 37831USA Quantum Computing Institute Oak Ridge National LaboratoryOak RidgeTN 37831USA UnitedHealth Group PO Box 1459Minneapolis 55440 MNUSA

Understanding transformations under electron beam irradiation requires mapping the structural phases and their evolution in real *** date,this has mostly been a manual endeavor comprising difficult frame-by-frame analysis that is simultaneously tedious and prone to ***,we turn toward the use of deep convolutional neural networks(DCNN)to automatically determine the Bravais lattice symmetry present in atomically resolved images.A DCNN is trained to identify the Bravais lattice class given a 2D fast Fourier transform of the input ***-Carlo dropout is used for determining the prediction probability,and results are shown for both simulated and real atomically resolved images from scanning tunneling microscopy and scanning transmission electron microscopy.A reduced representation of the final layer output allows to visualize the separation of classes in the DCNN and agrees with physical *** then apply the trained network to electron beam-induced transformations in WS2,which allows tracking and determination of growth rate of *** highlight two key aspects of these results:(1)it shows that DCNNs can be trained to recognize diffraction patterns,which is markedly different from the typical“real image”cases and(2)it provides a method with inbuilt uncertainty quantification,allowing the real-time analysis of phases present in atomically resolved images.

关键词： beam evolution atomic

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Author Correction:mapping mesoscopic phase evolution during E-beam induced transformations via deep learning of atomically resolved images

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npj Computational materials 2018年第1期4卷 8-8页

In the original version of this Article the term‘rhombohedral’was used incorrectly in place of‘oblique’,and the term‘rhombohedral’was used in Supplementary Figure 5 to describe the simulated lattice but we had instead simulated a rectangular centered *** mentions of‘rhombohedral’have been corrected to‘oblique’in the manuscript,Fig.2 and Fig.4–6,and Supplementary ***,‘centered rectangle’has been corrected to‘rectangular centered lattice’throughout the manuscript to avoid any confusion in terminology.

关键词： centered oblique Figure

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Network Intrusion Detection and Visualization Using Aggregations in a Cyber Security Data Warehouse

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International Journal of Communications, Network and System Sciences 2012年第9期5卷 593-602页

作者： Bogdan Denny Czejdo erik m. ferragut John R. Goodall Jason Laska CSIIR Group CSE Division Oak Ridge National Laboratory Oak Ridge USA Department of mathematics and Computer Science Fayetteville State University Fayetteville USA

The challenge of achieving situational understanding is a limiting factor in effective, timely, and adaptive cyber-security analysis. Anomaly detection fills a critical role in network assessment and trend analysis, both of which underlie the establishment of comprehensive situational understanding. To that end, we propose a cyber security data warehouse implemented as a hierarchical graph of aggregations that captures anomalies at multiple scales. Each node of our proposed graph is a summarization table of cyber event aggregations, and the edges are aggregation operators. The cyber security data warehouse enables domain experts to quickly traverse a multi-scale aggregation space systematically. We describe the architecture of a test bed system and a summary of results on the IEEE VAST 2012 Cyber Forensics data.

关键词： Cyber Security Network Intrusion Anomaly Detection Data Warehouses Aggregation Personalization Situational Understanding

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A sequential estimation problem with control and discretionary stopping

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Probability, Uncertainty and Quantitative Risk 2022年第3期7卷 151-168页

作者： erik Ekström Ioannis Karatzas Department of mathematics Uppsala UniversityBox 25675105 UppsalaSweden Departments of mathematics and Statistics Columbia University2990 BroadwayNew YorkNY 10027USA

We show that“full-bang”control is optimal in a problem which combines features of(i)sequential least-squares estimation with Bayesian updating,for a random quantity observed in a bath of white noise;(ii)bounded control of the rate at which observations are received,with a superquadratic cost per unit time;and(iii)“fast”discretionary *** develop also the optimal filtering and stopping rules in this context.

关键词： Sequential analysis Filtering Optimal stopping Stochastic control Bold play

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A different approach for determining the responsivity of n^+p detectors using scanning electron microscopy

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Journal of Semiconductors 2012年第7期33卷 29-33页

作者： Omeime Xerviar Esebamen Gran Thungstrm Hans-erik Nilsson Department of Information Technology and media Mid Sweden UniversityHolmgatan 10SE-851 70SundsvallSweden

This paper explores an alternative to the standard method of studying the responsivities （the input-output gain） and other behaviours of detectors at low electron energy. The research does not aim to compare the results of differently doped n＋p detectors; its purpose is to provide an alternative characterization method （using scanning electron microscopy） to those used in previous studies on the responsivity ofn＋p doped detectors as a function of the electron radiation energy and other interface oarameters.

关键词： scanning electron microscopy responsivity n+p detector

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Luminescent line art by direct-write patterning

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Light(Science & Applications) 2016年第1期5卷 518-521页

作者： erik mattias Lindh Andreas Sandström mats Roland Andersson Ludvig Edman The Organic Photonics and Electronics Group UmeaUniversityUmeaSweden LunaLEC AB UmeaSweden Future Industries Institute University of South AustraliaMawson LakesSA 5095Australia

We present a direct-write patterning method for the realization of electroluminescent(EL)line art using a surface-emissive light-emitting electrochemical cell with its electrolyte and EL material separated into a bilayer *** line-art emission is achieved through subtractive patterning of the electrolyte layer with a stylus,and the single-step patterning can be either manual for personalization and uniqueness or automated for high throughput and *** demonstrate that the light emission is effectuated by cation-assisted electron injection in the patterned regions and that the resulting emissive lines can be as narrow as a few *** versatility of the method is demonstrated through the attainment of a wide range of light-emission patterns and colors using a variety of different *** that this low-voltage-driven and easy-to-modify luminescent line-art technology could be of interest for emerging applications,such as active packaging and personalized gadgets.

关键词： direct-write patterning light-emitting electrochemical cell luminescent line art organic electronics

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Oxidative stress physiology in relation to life history traits of a free-living vertebrate:the spotted snow skink,Niveoscincus ocellatus

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Integrative Zoology 2011年第2期6卷 140-149页

作者： Caroline ISAKSSON Geoffrey m.WHILE mats OLSSON Jan KOmDEUR erik WAPSTRA University of Groningen Animal Ecology GroupHarenThe Netherlands University of Wollongong School of Biological SciencesWollongongNew South Wales University of Tasmania School of ZoologyHobartTasmaniaAustralia

Recent research suggests that oxidative stress,via its links to metabolism and senescence,is a key mechanism linking life history traits such as fecundity and growth with survival;however,this has rarely been put under empirical scrutiny within free-living *** a wild population of live-bearing skinks,we explored how plasma antioxidant activity(OXY),reactive oxidative metabolites(ROm),and the estimated oxidative stress index are associated with female and male life *** found that male skinks have a significantly higher ROm and estimated oxidative stress index than female skinks,but this was not accompanied by a sex difference in *** sexes showed a non-linear association between OXY and age,indicating that the oldest and youngest individuals had the lowest ***,female skinks with high OXY showed a decreased probability of survival to the following ***,we found no significant associations between female reproductive investment(litter size or litter mass)or parturition date(***)and oxidative ***,our results offer mixed support for a role of oxidative stress in mediating life history traits and suggest that future studies need to explore oxidative stress during vitellogenesis in addition to using an intra-individual approach to understand the cost of reproduction and patterns of aging.

关键词： antioxidants life history Niveoscincus ocellatus oxidative stress reptile

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Referral for anorectal function evaluation is indicated in 65% and beneficial in 92% of patients

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World Journal of Gastroenterology 2008年第2期14卷 272-277页

作者： maria m Szojda erik Tanis Chris JJ mulder Richelle JF Felt-Bersma Department of Gastroenterology and Hepatology VU University Medical Centre PO Box 7057 1007 MB Amsterdam The Netherlands

AIm: To determine the indicated referrals to a tertiary centre for patients with anorectal symptoms, the effect of the advised treatment and the discomfort of the ***: In a retrospective study, patients referred for anorectal function evaluation (AFE) between may 2004 and October 2006 were sent a questionnaire, as were the doctors who referred them. AFE consisted of anal manometry, rectal compliance measurement and anal endosonography. An indicated referral was defined as needing AFE to establish a diagnosis with clinical consequence (fecal incontinence without diarrhea, 3rd degree anal sphincter rupture, congenital anorectal disorder, inflammatory bowel disease with anorectal complaints and preoperative in patients for re-anastomosis or enterostoma, anal fissure, fistula or constipation). Anal ultrasound is always indicated in patients with fistula, anal manometry and rectal compliance when impaired continence reserve is suspected. The therapeutic effect was noted as improvement, no improvement but reassurance, and ***: From the 216 patients referred, 167 (78%) returned the questionnaire. The referrals were indicated in 65%. Of these, 80% followed the proposed advice. Improvement was achieved in 35% and a reassurance in 57% of the patients, no difference existed between patient groups. On a VAS scale (1 to 10) symptoms improved from 4.0 to 7.2. most patients reported no or little discomfort with AFE. CONCLUSION: Referral for AFE was indicated in 65%. Beneficial effect was seen in 92%: 35% improved and 57% was reassured. Advice was followed in 80%. Better instruction about indication for AFE referral is warranted.

关键词： Anorectal function evaluation Fecal incontinence Anal endosonography Anal manometry

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Use of petrological and organic geochemical data in determining hydrocarbon generation potential of coals:miocene coals of malatya Basin(Eastern Anatolia-Turkey)

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International Journal of Coal Science & Technology 2021年第4期8卷 510-533页

作者： Nazan Yalcin erik Faruk Ay Department of Geological Engineering Cumhuriyet University58140 SivasTurkey Department of Anthropology Cumhuriyet University58140 SivasTurkey

With this study,the hydrocarbon generation potential of miocene aged coals around Arguvan-Parçikan in the northern district of malatya province was evaluated with the aid of petrological and organic geochemical *** to organic petrography,coal quality data,and low thermal maturity,the Arguvan-Parçikan coals are of high-ash,high-sulfur subbituminous B/C *** organic fraction of the coals is mostly comprised of humic group macerals,with small percentages derived from the inertinite and liptinite *** mineral matter of the coals is comprised mainly of calcite and clay *** total organic carbon(TOC,wt%)values of the shale and coal samples are between 2.61 wt%and 43.02 wt%,and the hydrogen index values are between 73 and 229 mg HC/g ***(T_(max),PI),huminite/vitrinite reflectance(R_(o),%),and biomarker ratios CPI,Pr/Ph ratio,Ts/(Ts+Tm)ratio,C_(32) homohopane ratio(22S/22S+22R)and C_(29)ββ/(ββ+ααsterane ratio)indicate that the organic matter of the studied coals is thermally *** all these data are taken together,miocene aged coals around Arguvan are suitable for hydrocarbon generation,especially gas,in terms of organic matter type(Type III and Type II/III mixed),organic matter amount(>10 wt%TOC),however,low liptinitic macerals(mg HC/g TOC)and low thermal maturity values inhibit the hyrocarbon generation.

关键词： Arguvan malatya basin Eastern Anatolia Organic geochemistry Organic petrography miocene coal

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Amylopectin structure and crystallinity explains variation in digestion kinetics of starches across botanic sources in an in vitro pig model

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Journal of Animal Science and Biotechnology 2019年第1期10卷 115-127页

作者： Bianca m.J.martens Walter J.J.Gerrits erik m.A.m.Bruininx Henk A.Schols Laboratory of Food Chemistry Wageningen University and Research Animal Nutrition Group Wageningen University and Research Royal Agrifirm Group Agrifirm North West Europe

Background: Starch is the main source of energy in commonly used pig *** effects related to the extent of starch digestion,also several effects related to variation in digestion rate have recently been demonstrated in *** rates of starch digestion in animals and in in vitro models have been reported,depending on the botanic origin of *** from different botanic sources differ widely in structural and molecular *** the effect of starch properties on in vitro digestion kinetics based on existing literature is hampered by incomplete characterization of the starches,or by a selective choice of starches from a limited number of botanic *** research aimed to analyse the relationships between starch properties and in vitro digestion kinetics of pure starches isolated from a broad range of botanic origins,which are used in non-ruminant diets or have a potential to be used in the *** we studied starch digestion kinetics of potato,pea,corn,rice,barley,and wheat starches,and analysed the granule diameter,number of pores,type and amount of crystalline structure,amylose content and amylopectin side-chain length of all ***: multivariate analysis revealed strong correlations among starch properties,leading us to conclude that effects of most starch characteristics are strongly *** all analysed botanic sources,crystalline type and amylopectin chain length showed the strongest correlation with in vitro digestion *** percentages of A–type crystalline structure and amylopectin side chains of DP 6–24 both increased the rate of *** addition,within,but not across,(clusters of) botanic sources,a decrease in amylose content and increase in number of pores correlated positively with digestion ***: The type of crystalline structure and amylopectin chain length distribution of starch correlate significantly with digestion kinetics of starches ac

关键词： Amylopectin side chain distribution Amylose Granule diameter In vitro digestion kinetics Pores

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