检索结果-南通市图书馆

A physics informed bayesian optimization approach for material design: application to NiTi shape memory alloys

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

npj Computational Materials 2023年第1期9卷 85-95页

作者： Danial Khatamsaz Raymond Neuberger Arunabha M.Roy Sina Hossein Zadeh Richard Otis raymundo arróyave Materials Science and Engineering Department Texas A&M UniversityCollege StationTX 77843USA Engineering and Science Directorate Jet Propulsion LaboratoryCalifornia Institute of TechnologyPasadenaCA 91109USA Mechanical Engineering Department Texas A&M UniversityCollege StationTX 77843USA Department of Industrial&Systems Engineering Texas A&M UniversityCollege StationTX 77843USA

The design of materials and identification of optimal processing parameters constitute a complex and challenging task,necessitating efficient utilization of available *** Optimization(BO)has gained popularity in materials design due to its ability to work with minimal ***,many BO-based frameworks predominantly rely on statistical information,in the form of input-output data,and assume black-box objective *** practice,designers often possess knowledge of the underlying physical laws governing a material system,rendering the objective function not entirely black-box,as some information is partially *** this study,we propose a physics-informed BO approach that integrates physics-infused kernels to effectively leverage both statistical and physical information in the decision-making *** demonstrate that this method significantly improves decision-making efficiency and enables more data-efficient *** applicability of this approach is showcased through the design of NiTi shape memory alloys,where the optimal processing parameters are identified to maximize the transformation temperature.

关键词： alloys shape approach

Bayesian optimization with adaptive surrogate models for automated experimental design

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

npj Computational Materials 2021年第1期7卷 1800-1811页

作者： Bowen Lei Tanner Quinn Kirk Anirban Bhattacharya Debdeep Pati Xiaoning Qian raymundo arroyave Bani K.Mallick Department of Statistics Texas A&M UniversityCollege StationTXUSA Department of Mechanical Engineering Texas A&M UniversityCollege StationTXUSA Department of Electrical&Computer Engineering Texas A&M UniversityCollege StationTXUSA Department of Computer Science&Engineering Texas A&M UniversityCollege StationTXUSA Department of Materials Science&Engineering Texas A&M UniversityCollege StationTXUSA

Bayesian optimization(BO)is an indispensable tool to optimize objective functions that either do not have known functional forms or are expensive to ***,optimal experimental design is always conducted within the workflow of BO leading to more efficient exploration of the design space compared to traditional *** can have a significant impact on modern scientific discovery,in particular autonomous materials discovery,which can be viewed as an optimization problem aimed at looking for the maximum(or minimum)point for the desired materials *** performance of BO-based experimental design depends not only on the adopted acquisition function but also on the surrogate models that help to approximate underlying objective *** this paper,we propose a fully autonomous experimental design framework that uses more adaptive and flexible Bayesian surrogate models in a BO procedure,namely Bayesian multivariate adaptive regression splines and Bayesian additive regression *** can overcome the weaknesses of widely used Gaussian process-based methods when faced with relatively high-dimensional design space or non-smooth patterns of objective *** simulation studies and real-world materials science case studies demonstrate their enhanced search efficiency and robustness.

关键词： functions properties optimization

Environment-dependent attack rates of cryptic and aposematic butterflies

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Current Zoology 2018年第5期64卷 663-669页

作者： Brett M. SEYMOURE Andrew raymundo Kevin J. MCGRAW W. OWEN MCMILLAN Ronald L, RUTOWSKI Department of Biology Colorado State University Fort Collins CO 80523 USA School of Life Sciences Arizona State University Tempe AZ 85287 USA Smithsonian Tropical Research Institute Panama City Panama

Many organisms have evolved adaptive coloration that reduces their risk of predation. Cryptic colo- ration reduces the likelihood of detection/recognition by potential predators, while warning or aposematic coloration advertises unprofitability and thereby reduces the likelihood of attack. Although some studies show that aposematic coloration functions better at decreasing attack rate than crypsis, recent work has suggested and demonstrated that crypsis and aposematism are both successful strategies for avoiding predation. Furthermore, the visual environment （e.g., ambient lighting, background） affects the ability for predators to detect prey. We investigated these 2 related hypoth- eses using 2 well-known visually aposematic species of Heliconius butterflies, which occupy differ- ent habitats （open-canopy vs. closed-canopy）, and one palatable, cryptic, generalist species Junonia coenia. We tested if the differently colored butterflies differ in attack rates by placing plasti- cine models of each of the 3 species in 2 different tropical habitats where the butterflies naturally occur： disturbed, open-canopy habitat and forested, closed-canopy habitat. The cryptic model had fewer attacks than one of the aposematic models. Predation rates differed between the 2 habitats, with the open habitat having much higher predation. However, we did not find an interaction between species and habitat type, which is perplexing due to the different aposematic phenotypes naturally occurring in different habitats. Our findings suggest that during the Panamanian dry sea- son avian predation on perched butterflies is not a leading cause in habitat segregation between the 2 aposematic species and demonstrate that cryptically colored animals at rest may be better than aposematic prey at avoiding avian attacks in certain environments.

关键词： avian attacks camouflage Heliconius Junonia light environment plasticine models predation warning coloration.

Species richness and similarity of the flora on four lajedos in Boa Nova, Bahia, Brazil

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Journal of Mountain Science 2023年第6期20卷 1526-1539页

作者： Morgana Maria DO CARMO BARBOSA Anderson FERREIRA PINTO MACHADO Andrea Karla ALMEIDA DOS SANTOS raymundo JoséDE Sá-NETO Michele MARTINS CORRêA Graduate Program in Environmental Sciences State University of Southwest BahiaUniversity Campus“Juvino Oliveira”BR 415km 0445700-000ItapetingaBahiaBrazil Secretary of Education of the State of Bahia Military Police College Eraldo TinocoBrasilia Avenue273Kadija45650-120Vitoria da ConquistaBahiaBrazil Mongoyós Herbarium Multidisciplinary Institute in HealthCampus Anísio TeixeiraFederal University of BahiaRua Hormindo Barros58Bairro Candeias45029-094Vitoria da ConquistaBahiaBrazil Department of Natural Sciences State University of Southwest BahiaEstrada do Bem Querers/nBairro Candeias45083-900Vitoria da ConquistaBahiaBrazil

The municipality of Boa Nova,in northeastern Brazil,is in an ecotone zone between the Caatinga and Atlantic Forest phytogeographic *** transition phytophysiognomy is seasonal forest and known locally as mata de cipó.In these phytophysiognomies there are lajedos,which are rock outcrops colonized by vegetation welladapted to extreme microclimatic variation and vegetation diversity is affected by the vegetation types of the surrounding *** to the singularity of these environments and the relevance of floristic studies for conservation,this work aimed to identify the species richness and compare the similarity of the flora on four rock outcrops in Boa *** flora was surveyed during exploratory walks along lajedos between 2016 and *** total,162 species were identified on the Boa Nova *** flora has a composition and structure similar to semiarid outcrops,as well as endemic species that also occur in surrounding *** the proximity,a similarity index revealed there is floristic dissimilarity between the *** new occurrences were recorded for the region,five species are threatened with extinction(Aosa gilgiana,Ficus cyclophylla,Hippeastrum stigmovittatum,Pleroma caatingae and Trixis pruskii),and 43 species are common in anthropogenic *** reinforces the importance of actions to conserve these areas.

关键词： Ecotone Flora Inselberg Rock outcrops Semiarid Similarity

Functional traits shape size-dependent growth and mortality rates of dry forest tree species

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

Journal of Plant Ecology 2017年第6期10卷 895-906页

作者： Jamir A.Prado-Junior Ivan Schiavini Vagner S.Vale Diego raymundo Sergio F.Lopes Lourens Poorter Biology Institute Federal University of UberlandiaUberlandiaBrazil Forest Ecology and Forest Management Group Wageningen UniversityPO Box 476700 AA WageningenThe Netherlands Forestry Department State University of Goias-Ipameri CampusRoad GO-330 Km 24175780-000 IpameriBrazil Biological Sciences Institute Federal University of Juiz de Fora 36036-900Juiz de ForaBrazil Biology Department State University of ParaibaBaraunas street 58429-500Campina GrandeBrazil

Aims Functional traits have emerged as an important tool to evaluate plant ***,the environmental conditions and ecological pressures that plants face change with their size,and the relationship between traits and plant performance should therefore be size-dependent,which has rarely been *** Here,we evaluated over a broad range of tree sizes the interspe-cific relationship between tree growth and mortality and eight func-tional stem,leaf and seed *** did so across 59 tree species in Brazilian dry forests and evaluated whether the relationships found for wet forest types in the literature also hold for dry forests,where water rather than light might limit tree *** Findings We indeed found a strong size-dependent relationship between demographic rates and functional *** small sizes,when trees are in the shaded understory,species with functional trait values that enhance light capture or shade tolerance(*** maximum adult stature,taller heights,wider crowns,higher seed mass)have higher growth and/or lower mortality rates(MR).This relationship disappears at larger sizes when trees attain better light conditions in the *** adaptations play only a role at larger tree sizes;once trees are in the dry and exposed canopy,species with higher wood density(an indicator of cavitation resistance)have lower *** study shows that both drought and shade adaptations are important in this dry forest,and that the relationships between func-tional traits and plant performance changes with plant *** size should therefore explicitly be included as an axis of variation in functional analyses,to better understand the relationship between functional traits and demographic rates.

关键词： demographic rates leaf traits seed mass tree architecture wood density

Modelling the test, trace and quarantine strategy to control the COVID-19 epidemic in the state of São Paulo, Brazil

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Infectious Disease Modelling 2021年第1期6卷 46-55页

作者： Marcos Amaku Dimas Tadeu Covas Francisco Antonio Bezerra Coutinho raymundo Soares Azevedo Neto Claudio Struchiner Annelies Wilder-Smith Eduardo Massad School of Medicine University of Sao Paulo and LIM01-HCFMUSPSao PauloBrazil Instituto Butantan Sao PauloBrazil School of Applied Mathematics Fundacao Getulio VargasRio de JaneiroBrazil School of Veterinary Medicine University of Sao PauloSao PauloBrazil Department Public Health and Clinical Heidelberg Institute of Global HealthUniversity of HeidelbergGermany Medicine Epidemiology and Global HealthUmeåUniversitySE-90185UmeåSweden Department of Disease Control London School of Hygiene and TropicalMedicineUK

Testing for detecting the infection by SARS-CoV-2 is the bridge between the lockdown and the opening of *** this paper we modelled and simulated a test-trace-andquarantine strategy to control the COVID-19 outbreak in the State of São Paulo,*** State of São Paulo failed to adopt an effective social distancing strategy,reaching at most 59%in late March and started to relax the measures in late June,dropping to 41%in 08 ***,São Paulo relies heavily on a massive testing strategy in the attempt to control the *** alternative strategies combined with economic evaluations were *** strategy included indiscriminately testing the entire population of the State,reaching more than 40 million people at a maximum cost of 2.25 billion USD,that would reduce the total number of cases by the end of 2020 by 90%.The second strategy investigated testing only symptomatic cases and their immediate contacts e this strategy reached a maximum cost of 150 million USD but also reduced the number of cases by 90%.The conclusion is that if the State of São Paulo had decided to adopt the simulated strategy on April the 1st,it would have been possible to reduce the total number of cases by 90%at a cost of 2.25 billion US dollars for the indiscriminate strategy but at a much smaller cost of 125 million US dollars for the selective testing of symptomatic cases and their contacts.

关键词： COVID-19 SARS-CoV-2 Testing Cost-analysis Modelling

Dengue Epidemiology in a Brazilian Community

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Open Journal of Epidemiology 2020年第1期10卷 43-54页

作者： Wilson Mansho Fernando Ferreira Iná Kakitani raymundo Soares Azevedo Marcos Amaku Zoonosis Control Center Municipal Health Secretariat Guarulhos City Hall Guarulhos Brazil Department of Preventive Veterinary Medicine and Animal Health School of Veterinary Medicine and Animal Science University of São Paulo São Paulo Brazil Department of Epidemiology School of Public Health University of São Paulo São Paulo Brazil Department of Pathology School of Medicine University of São Paulo and LIM01/HCFMUSP São Paulo Brazil

Dengue is a major vector-borne disease and has motivated health surveillance systems to implement various measures to control it. The epidemiological characterization of dengue occurrence in a community is an important step to foster control activities. We carried out an epidemiological study of the notified and confirmed cases of dengue, from 2000 to 2005, in Guarulhos, State of São Paulo, Brazil. A statistical analysis was performed to test the differences, by sex and age, between the database and the individuals of the population. We also performed a time series analysis of the cases from 2000 to 2007. No statistically significant differences (P > 0.05) were observed between the proportions for each sex in the data base and in the city population, and in the categories of 15 - 19 years, 20 - 24 years, 25 - 29 years, 55 - 59 years, 60 - 64 years and 70 - 74 years when compared with the corresponding age intervals in the population. In the other age intervals, statistically significant differences were observed (P < 0.05). We observed a cyclic variation in the dengue incidence, between 2000 and 2007, with an alternation of two years with a smaller number of cases (2000-2001 and 2004-2005) and two years with a larger number of cases (2002-2003 and 2006-2007). In the seasonality analysis, the number of cases between February and May was higher than the monthly average. Analyzing the spatial distribution of the cases, we observed the process of increasing endemicity of dengue.

关键词： Dengue Seasonality Cyclic Variation Endemicity Guarulhos

Disinfection of Primary Municipal Wastewater Effluents Using Continuous UV and Ozone Treatment

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Journal of Water Resource and Protection 2014年第1期6卷 16-21页

作者： Yaneth Bustos Mabel Vaca raymundo López Erick Bandala Luis Torres Neftalí Rojas-Valencia Departamento de Energía Ciencias Básicas e Ingeniería Universidad Autónoma Metropolitana Azcapotzalco México Departamento de Ingeniería Civil y Ambiental Universidad de las Américas Puebla. Sta. Catarina Mártir Cholula México Unidad Profesional Interdisciplinaria de Biotecnología Instituto Politécnico Nacional México D. F. México Universidad Nacional Autónoma de México Instituto de Ingeniería Coordinación de Ingeniería Ambiental México D. F. México

UV radiation and ozonation were investigated as disinfection alternatives for the wastewater treatment plant. The inactivation of total and fecal coliforms using ozone and ultraviolet radiation as separate treatments was evaluated. Different ozone concentrations (3 to 40 mg O3/L) were applied and UV fluencies ranging from 8.5 to 12 mJ/cm2 at different pH values (from 5 to 9) were tested. Best results were obtained for ozone doses near 20 mg/min with removals of 72% and 78% of fecal and total coliforms, respectively. The ozone also was capable of oxidizing organic matter in the effluent measured as COD (the highest removal obtained was 36% for 20 mg O3/min). Maximum bacterial resistance was observed at pH 7 in both cases. The UV light offered a high bacterial inactivation (over 80%) and the lowest bacterial inactivation was observed at pH 7. Finally, we obtained the electric energy per order (EEO, kWh/m3/order), defined as the electric energy (kW-h) required to degrade a contaminant by one order of magnitude in a unit volume of contaminated water, being noteworthy that EEO values for the UV process resulted were lower than those determined for the process with ozone in all the water flow tested.

关键词： Disinfection Ozone Treatment UV Treatment Wastewater

CCL4 Levels Differ between Aspirin-Tolerant and Aspirin-Intolerant Patients with Asthma

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Health 2017年第11期9卷 1467-1474页

作者： Juan raymundo Velazquez Gabriela Soid-Raggi Luis Manuel Teran Gandhi Fernando Romero-Pavon Fernando Ramírez-Jimenez Instituto Nacional de Enfermedades Respiratorias (INER) Mexico City Mexico Facultad de Ciencias Universidad Nacional Autónoma de México (UNAM) Mexico City Mexico

Aspirin-exacerbated respiratory disease (AERD) is an asthma phenotype characterized by nasal polyps, chronic hypertrophic eosinophilic sinusitis, asthma, and sensitivity to aspirin. Unawareness of this disease by patients and their physicians may have serious consequences because of the risk of near-fatal asthma. Its confirmative diagnosis can be established only by provocative aspirin challenge, which represents a potential risk for patient health. Purpose: Because CCL4 plays an important role in several pulmonary conditions, we tested its immunoreactivity in nasal lavages and sera from control subjects, and from aspirin-sensitive and non-aspirin-sensitive patients. Method: Immunoreactivity of CCL4 was measured in serum and nasal lavages from 30 healthy controls (HC), 23 patients with AERD, and 20 patients with aspirin-tolerant asthma (ATA). Additionally, a serum biobank contained sera from 90 HC, 83 patients with AERD, and 69 patients with ATA was employed. Results: The serum immunoreactivity of CCL4 could distinguish both types of asthma phenotypes. Conclusion: CCL4 may play an unexpected role in thephysiopathology of AERD.

关键词： AERD CCL4 Asthma