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embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics

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npj Computational Materials 2020年第1期6卷 1592-1600页

作者： Zekun Ren felipe Oviedo Maung Thway Siyu I.P.Tian Yue Wang Hansong Xue Jose Dario Perea Mariya Layurova Thomas Heumueller erik Birgersson Armin G.Aberle Christoph J.Brabec Rolf Stangl Qianxiao Li Shijing Sun Fen Lin Ian Marius Peters Tonio Buonassisi Singapore-MIT Alliance for Research and Technology SMART Singapore 138602Singapore Solar energy Research Institute of Singapore(SeRIS) National University of SingaporeSingapore 117574Singapore Massachusetts Institute of Technology CambridgeMA 02139USA Institute of Materials for electronics and energy Technology(i-MeeT) Friedrich-Alexander University Erlangen-Nürnberg91058 ErlangenGermany Helmholtz Institute HI-erN Forschungszentrum JülichImmerwahrstrasse 291058 ErlangenGermany National University of Singapore Singapore 119077Singapore

Process optimization of photovoltaic devices is a time-intensive,trial-and-error endeavor,which lacks full transparency of the underlying physics and relies on user-imposed constraints that may or may not lead to a global ***,we demonstrate that embedding physics domain knowledge into a Bayesian network enables an optimization approach for gallium arsenide(GaAs)solar cells that identifies the root cause(s)of underperformance with layer-by-layer resolution and reveals alternative optimal process windows beyond traditional black-box *** Bayesian network approach links a key GaAs process variable(growth temperature)to material descriptors(bulk and interface properties,e.g.,bulk lifetime,doping,and surface recombination)and device performance parameters(e.g.,cell efficiency).For this purpose,we combine a Bayesian inference framework with a neural network surrogate device-physics model that is 100×faster than numerical *** the trained surrogate model and only a small number of experimental samples,our approach reduces significantly the time-consuming intervention and characterization required by the *** a demonstration of our method,in only five metal organic chemical vapor depositions,we identify a superior growth temperature profile for the window,bulk,and back surface field layer of a GaAs solar cell,without any secondary measurements,and demonstrate a 6.5%relative AM1.5G efficiency improvement above traditional grid search methods.

关键词： knowledge network enable

Blueberry and cranberry pangenomes as a resource for future genetic studies and breeding efforts

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Horticulture Research 2023年第11期10卷 96-105页

作者： Alan e.Yocca Adrian Platts elizabeth Alger Scott Teresi Molla F.Mengist Juliana Benevenuto Luis felipe V.Ferrão MacKenzie Jacobs Michal Babinski Maria Magallanes-Lundback Philipp Bayer Agnieszka Golicz Jodi L.Humann Dorrie Main Richard V.espley David Chagné Nick W.Albert Sara Montanari Nicholi Vorsa James Polashock Luis Díaz-Garcia Juan Zalapa Nahla V.Bassil Patricio R.Munoz Massimo Iorizzo Patrick P.edger Department of Horticulture Michigan State UniversityEast LansingMI48824United States Department of Plant Biology Michigan State UniversityEast LansingMI48824United States Genetics and Genome Sciences Michigan State UniversityEast LansingMI48824United States Plants for Human Health Institute North Carolina State UniversityKannapolisNC United States Horticultural Sciences Department University of FloridaGainesvilleFL 32611United States Department of Biochemistry and Molecular Biology Michigan State UniversityEast LansingMI48824United States University of Western Australia Perth 6009 Australia Justus Liebig University Giessen35390 Germany Department of Horticulture Washington State UniversityPullmanWA99163United States The New Zealand Institute for Plant and Food Research Limited(PFR) AucklandNew Zealand The New Zealand Institute for Plant and Food Research Limited(PFR) PalmerstonNew Zealand The New Zealand Institute for Plant and Food Research Limited(PFR) MotuekaNew Zealand SeBS Plant BiologyRutgers UniversityNew Brunswick NJ 01019 United States Department of Viticulture and enology University of CaliforniaDavisDavisCA 95616United States National Clonal Germplasm Repository USDA-ARSCorvallisOR 97333United States Department of Horticulture North Carolina State UniversityKannapolisNC United States MSU AgBioResearch Michigan State UniversityEast LansingMI48824United States

Domestication of cranberry and blueberry began in the United States in the early 1800s and 1900s,respectively,and in part owing to their f lavors and health-promoting benefits are now cultivated and consumed *** industry continues to face a wide variety of production challenges(*** pressures),as well as a demand for higher-yielding cultivars with improved fruit quality ***,molecular tools to help guide breeding efforts for these species have been relatively limited compared with those for other high-value ***,we describe the construction and analysis of the first pangenome for both blueberry and *** analysis of these pangenomes revealed both crops exhibit great genetic diversity,including the presence-absence variation of 48.4%genes in highbush blueberry and 47.0%genes in *** genes,those not shared by all cultivars,are significantly enriched with molecular functions associated with disease resistance and the biosynthesis of specialized metabolites,including compounds previously associated with improving fruit quality *** discovery of thousands of genes,not present in the previous reference genomes for blueberry and cranberry,will serve as the basis of future research and as potential targets for future breeding *** pangenome,as a multiple-sequence alignment,as well as individual annotated genomes,are publicly available for analysis on the Genome Database for Vaccinium-a curated and integrated web-based relational ***,the core-gene predictions from the pangenomes will serve useful to develop a community genotyping platform to guide future molecular breeding efforts across the family.

关键词： breeding cultivar crops

Anti-inflammatory intestinal activity of Combretum duarteanum Cambess. in trinitrobenzene sulfonic acid colitis model

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World Journal of Gastroenterology 2017年第8期23卷 1353-1366页

作者： Gedson Rodrigues de Morais Lima Flavia Danniele Frota MachadoLarissa Lucena Périco felipe Meira de Faria Anderson Luiz-Ferreira Alba Regina Monteiro Souza Brito Cláudia Helena Pellizzon Clélia Akiko Hiruma-Lima Josean Fechine Tavares JoséMaria Barbosa Filho LeOnia Maria Batista Departamento de Ciências Farmacêuticas Centro de Ciências da SaúdeLaboratório de Farmacologia do Trato GastrintestinalUniversidade Federal da Paraíba(UFPB)Cidade Universitária Departamento de Fisiologia Instituto de BiociênciasUniversidade Estadual Paulista Departamento de Biologia estrutural e Funcional Instituto de BiologiaUniversidade Estadual de Campinas(UNICAMP Departamento de Ciencias Biológicas Instituto de BiotecnologiaUniversidade Federal de Goiás Departamento de Morfologia Instituto de BiociênciasUniversidade Estadual Paulista

To evaluate the anti-inflammatory intestinal effect of the ethanolic extract (etOHe) and hexane phase (HexP) obtained from the leaves of Combretum duarteanum (Cd).MeTHODSInflammatory bowel disease was induced using trinitrobenzenesulfonic acid in acute and relapsed ulcerative colitis in rat models. Damage scores, and biochemical, histological and immunohistochemical parameters were *** Cd-etOHe and Cd-HexP caused significant reductions in macroscopic lesion scores and ulcerative lesion areas. The vegetable samples inhibited myeloperoxidase increase, as well as pro-inflammatory cytokines TNF-α and IL-1β. Anti-inflammatory cytokine IL-10 also increased in animals treated with the tested plant samples. The anti-inflammatory intestinal effect is related to decreased expression of cyclooxygenase-2, proliferating cell nuclear antigen, and an increase in superoxide *** data indicate anti-inflammatory intestinal activity. The effects may also involve participation of the antioxidant system and principal cytokines relating to inflammatory bowel disease.

关键词： Combretum duarteanum Medicinal plants Combretaceae Inflammatory bowel disease Anti-inflammatory intestinal activity

Gravity Fault Subsidence and Beach Ridges Progradation in Quinta-Cassino (RS) Coastal Plain, Brazil

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Open Journal of Geology 2024年第2期14卷 177-195页

作者： Bruno Silva da Fontoura Adelir José Strieder Iran Carlos Stalliviere Corrêa Paulo Rogério Mendes Alexandre felipe Bruch Angélica Cirolini Programa de Pós-Graduaç &#227o em Geoci&#234ncias (PPGeo) Instituto de Geoci&#234ncias UFRGS Porto Alegre Brazil engenharia Geológica Centro de Engenharias UFPel Pra&#231a Domingos Rodrigues 2 Pelotas Brasil HIDROSeRV-Serviç os Geológicos e Geofísicos Ltda. Rua Senegal 152 Porto Alegre Brazil Colégio Politécnico UFSM Santa Maria Brasil

Ground penetrating radar (GPR) surveys have being applied to investigate very near-surface stratification of sedimentary units in coastal plains and to define their depositional conditions. This paper presents, however, low-frequency GPR survey to investigate fault-related depositional systems at greater depths. The Quinta-Cassino area in the Rio Grande do Sul Coastal Plain (RGSCP, Brazil) shows a wide strandplain that is made off by very long, continuous, and linear geomorphic features (beach ridges). This strandplain extends for ~70 km southward. The beach ridges show low-angle truncations against the Quinta escarpment, and also truncations in the strandplain. The traditional approach points that RGSCP was developed by juxtaposition of four lagoons/barrier systems as consequence of sea level changes;previous model assumes that no deformational episode occurred in RGSCP. The geophysical and geological surveys carried out in this area showed the existence of listric fault controlling the beach ridges in the escarpments and hanging-wall blocks. The radargrams could distinguish Pleistocene basement unit anticlockwise rotation, thickening of beach ridges radarfacies close to listric normal faults, and horst structures. These deformational features indicate that the extensional zone of a large-scale gravity-driven structure controlled the mechanical subsidence, the Holocene sedimentation and its stratigraphic and geomorphic features in the Quinta-Cassino area to build up an asymmetric delta. The results point to a new approach in dealing with RGSCP Holocene evolution.

关键词： Gravity Tectonics Normal Faults Ground Penetrating Radar Survey Beach-Ridges Progradation

evaluation of environmental and ecological effects Due to the Accident in an Oil Pipe from Petrobras in Guanabara Bay,RJ,Brazil

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Open Journal of Marine Science 2014年第4期4卷 298-315页

作者： Patrícia P.B.eichler Beatriz Beck eichler felipe Mendonca Pimenta evelyn da Rocha Mendes Pereira Helenice Vital Programa de Pos Graduacao em Geofisica e Geodinamica(PPGG) Laboratorio de Geologia e Geofisica Marinha e Monitoramento AmbientalCentro de Ciencias Exatas e da Terra da Universidade Federal do Rio Grande do Norte(GGEMMACCETUFRNBrazil)NatalBrazil Instituto Oceanografico Universidade de Sao Paulo(USP)Sao PauloBrazil Centro de Filosofia e Ciencias Humanas Universidade Federal de Santa CatarinaFlorianopolisBrazil

We aim to evaluate the quality of the Guanabara Bay sediments and the ecological changes due to the PeTROBRAS crude oil leak in January 2000. Twenty-six sediment samples collected in July 2000 and in February 2001 were analyzed for pH, dissolved oxygen, and foraminiferal composition. In the northwest and central parts of the bay, low oxygen dissolved values are related to waste discharges with the dominance of Buliminella elegantissima. In winter, near Iguaçu River, the pH of the sediment is low, therefore highly acidic. The acidity is responsible for the foraminiferal low diversity limiting the occurrence of species with fragile tests. On the other hand, thicker tests of elphidium spp. disappeared last, therefore increasing its relative dominance in winter. In summer, this is a barren zone. The explanation lies in the continuous dissolution of tests that culminated with the total disappearance of these microorganisms one year after the accident.

关键词： Foraminifera pH Oxygen Concentration Guanabara Bay environmental Quality

Confirmation of a Sub-Saturn-size Transiting exoplanet Orbiting a G Dwarf:TOI-1194 b and a Very Low Mass Companion Star: TOI-1251 B from TeSS

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Research in Astronomy and Astrophysics 2024年第3期24卷 129-143页

作者： Jia-Qi Wang Xiao-Jun Jiang Jie Zheng Hanna Kellermann Arno Riffeser Liang Wang Karen A.Collins Allyson Bieryla Lars A.Buchhave Steve B.Howell elise Furlan eric Girardin Joao Gregorio eric Jensen felipe Murgas Mesut Yilmaz Sam Quinn Xing Gao Ruo-Yu Zhou Frank Grupp Hui-Juan Wang CAS Key Laboratory of Optical Astronomy National Astronomical ObservatoriesChinese Academy Of SciencesBeijing 10010China University of Chinese Academy of Sciences Beijing 100049China University Observatory Munich Scheinertrsse 1.D-81679 MunichGemany Max Planck Institute for extraterrestrial Physics Giessenbachstr.1D-85748 GarchingGermany National Astronomical Observatories/Nanjing Institute of Astronomical Optics&Technology Chinese Academy of SciencesNanjing210042China CAS Key Laboratory of Astronomical Optics&Technology Nanjing Institute of Astronomical Optics&TechnologyNanjing 210042China Center for Astrophysics Harvard&Smithsonian60 Garden Street.CambridgeMA 02138USA National Space Institute Technical University of DenmarkElektrovejDK-2800 KgsLyngbyDenmark NASA Ames Research Center Moffett FieldCA 94035USA NASA exoplanet Science Institute Caltech/IPACMail Code 100-221200 E.California Blvd.PasadenaCA91125USA Grand Pra Observatory Switzerland Department of Physics Washington UniversitySt.LouisMO 63130.USA Department of Physics and Astronomy Swarthmore CollegeSwarthmorePA 19081USA Instituto de Astrofísica de Canarias(IAC) E-38205 La Laguna.TenerifeSpain Departamento de Astrofísica Universidad de La LagunaSpain Dept.of Astronomy and Space Sciences Ankara UniversityTandogan 06100AnkaraTurkey Xinjiang Astronomical Observatory Chinese Academy of SciencesUrumqi 830011China Urumqi No.1 Senior High School Urumqi 830002China Lijiang Gemini Observatory Lijiang 674199China

We report the confirmation of a sub-Saturn-size exoplanet,TOI-1194 b,with a mass of about 0.456+0.055-0.051M_(J),and a very low mass companion star with a mass of about 96.5±1.5 MJ,TOI-1251 *** candidates provided by the Transiting exoplanet Survey Satellite(TeSS)are suitable for further follow-up observations by ground-based telescopes with small and medium *** analysis is performed based on data from several telescopes worldwide,including telescopes in the Sino-German multiband photometric campaign,which aimed at confirming TeSS Objects of Interest(TOIs)using ground-based small-aperture and medium-aperture telescopes,especially for long-period ***-1194 b is confirmed based on the consistent periodic transit depths from the multiband photometric *** measure an orbital period of 2.310644±0.000001 days,the radius is 0.767+0.045-0.041RJ and the amplitude of the RV curve is 69.4_(-7.3)^(+7.9)m s^(-1).TOI-1251 B is confirmed based on the multiband photometric and high-resolution spectroscopic data,whose orbital period is 5.963054+0.000002-0.000001days,radius is 0.947+0.035-0.033 R_(J) and amplitude of the RV curve is 9849_(-40)^(+42)ms^(-1).

关键词： planets and satellites fundamental parameters-planets and satellites gaseous planets-stars fundamental parameters-stars low-mass-methods data analysis-techniques photometric-techniques spectroscopic

Development of a Low-Cost Data Acquisition System for Biodigester

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Journal of Sustainable Bioenergy Systems 2017年第3期7卷 117-137页

作者： Pedro felipe Sousa Teixeira Luciano Fernandes Moura Stenio Wellington Sousa Lima Daniel Albiero Franklin Aragao Gondim Auzuir Ripardo de Alexandria Instituto Federal de educacao Ciencia e Tecnologia do Ceara-IFCECearaBrazil Universidade Federal do Ceara-UFC CearaBrazil

The objective of this work is to develop a low-cost data acquisition system, which aims to optimize the anaerobic biodigestion process in an Indian model biodigester prototype, by monitoring the main parameters of the process. In this development, we decided to create a system from scratch, including the entire measure-process-show procedure using hardware tools and free software as means of reducing costs. This platform must be capable of obtaining analog data from the sensors arranged in the biodigester in long periods for the creation of more accurate reports. The system must be able to send this information to a Web server, so these values can be continuously tracked anywhere with access to the internet. The monitoring must be done in a hybrid application for An-droid, iOS and web browser.

关键词： Acquisition System Biodigestor Monitoring

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北美数字政府跨国工作组及其研究初步进展

电子政务 2008年第10期 119-125页

作者：郑磊张晶 Theresa Pardo Luis felipe Luna-Reyes 纽约州立大学奥伯尼分校政府技术研究中心洛克菲勒公共事务与政策学院克拉克大学管理研究生院墨西哥美洲大学商学院

介绍了北美数字政府跨国工作组(North America Digital Government Working Group)的研究目标及其第一年的工作进展。北美数字政府跨国工作小组创建于2007年,得到了美国国家科学基金(NSF)数字政府研究项目及美国、加拿大、墨西哥等其他... 详细信息

介绍了北美数字政府跨国工作组(North America Digital Government Working Group)的研究目标及其第一年的工作进展。北美数字政府跨国工作小组创建于2007年,得到了美国国家科学基金(NSF)数字政府研究项目及美国、加拿大、墨西哥等其他有关机构的资助。该工作组旨在推动跨地域、跨政府的数字政府研究。在第一年所开展的工作中,该工作组成员共在美国、加拿大及墨西哥举行了3次会议,分享了各自的研究专长和兴趣,并通过这些初步互动,取得了一些学术成果。该工作组设立了"跨边境整合与联动""全信息产品标价网络"两个课题研究小组,介绍了两个小组在第一年的工作进展情况。

关键词：数字政府跨国工作组北美电子政务

Use of the SPAD-502 in estimating Nitrogen Content in Leaves and Grape Yield in Grapevines in Soils with Different Texture

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American Journal of Plant Sciences 2012年第11期3卷 1546-1561页

作者： Gustavo Brunetto Gustavo Trentin Carlos Alberto Ceretta eduardo Girotto felipe Lorensini Alcione Miotto Glaucia Regina Zaferi Moser George Wellington de Melo Department of Rural engineering Program in Agricultural EcosystemsUniversidade Federal de Santa Catarina(UFSC)Flori-anopolisBrazil embrapa Pecuária Sul BagéBrazil Program in Soil Science Departamento de Solos(DS)Universidade Federal de Santa Maria(UFSM)Santa MariaBrazil embrapa Uva e Vinho Bento GoncalvesBrazil

The SPAD reading may be used in estimating total nitrogen content (N) in leaves and even in estimating grape yield in grapevines. The objective of this study was to estimate total N content in leaves and grape yield using the SPAD-502 in grapevines submitted to nitrogen fertilization in soils with clayey and sandy texture. In 2008, two experiments were installed in the Southern region of Brazil. In experiment 1, Cabernet Sauvignon grapevines were planted in a soil with clayey texture and with application of 10, 20, 40 and 80 kg·N·ha-1·year-1. In experiment 2, Cabernet Sauvignon grapevines were planted in a soil with sandy texture and with the application of 0, 10, 15, 20, 40, 80 and 120 kg·N·ha-1·year-1. In the grapevines of the two experiments and during the period from 2008 to 2010, SPAD readings were made on leaves throughout the flowering period and at change in color of the berries using the portable chlorophyll meter Minolta-SPAD-502. The leaves were collected, dried, ground and submitted to analysis of the total N content. In addition, grape yield per hectare was evaluated. The SPAD-502 readings estimated the total N content in flowering and at change in color of the berries in the Cabernet Sauvignon grapevines grown on soils with clayey texture and sandy texture, especially in the first year of evaluation. However, the precision of the SPAD-502 readings is low, with there being no relationship between the SPAD-502 readings and grape yield.

关键词： SPAD-Readings Non Destructive estimation Foliar Nitrogen Leaf Analysis Vitis vinifera