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检索条件"机构=Department of Computer Science and the Graduate Program of Computational Modeling"
141 条 记 录,以下是1-10 订阅
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Replacing the FitzHugh-Nagumo Electrophysiology Model by Physics-Informed Neural Networks  23rd
Replacing the FitzHugh-Nagumo Electrophysiology Model by P...
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23rd International Conference on computational science, ICCS 2023
作者: Werneck, Yan Barbosa dos Santos, Rodrigo Weber Rocha, Bernardo Martins Oliveira, Rafael Sachetto Graduate Program in Computational Modeling Federal University of Juiz de Fora Juiz de Fora Brazil Graduate Program in Computer Science Federal University of São Jõao del Rei São Jão del Rei Brazil
This paper presents a novel approach to replace the FitzHugh-Nagumo (FHN) model with physics-informed neural networks (PINNs). The FHN model, a system of two ordinary differential equations, is widely used in electrop... 详细信息
来源: 评论
Semi-analytical finite element method applied for characterizing micropolar fibrous composites
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Applied Mathematics and Mechanics(English Edition) 2024年 第12期45卷 2147-2164页
作者: J.A.OTERO Y.ESPINOSA-ALMEYDA R.RODRIGUEZ-RAMOS J.MERODIO School of Engineering and Sciences Monterrey Institute of TechnologyEstado de Mexico 52926Mexico Institute of Engineering and Technology Autonomous University of Ciudad JuarezCiudad JuarezChihuahua 32310Mexico Postgraduate Program in Computational Modeling in Science and Technology Federal Fluminense UniversityRıo de Janeiro 27255-125Brazil Faculty of Mathematics and Computer Science University of HavanaLa Habana 10400Cuba Department of Mathematics Applied to ICT School of Informatics Systems EngineeringTechnical University of MadridMadrid 28031Spain
A semi-analytical finite element method(SAFEM),based on the two-scale asymptotic homogenization method(AHM)and the finite element method(FEM),is implemented to obtain the effective properties of two-phase fiber-reinfo... 详细信息
来源: 评论
Bridging Accuracy and Efficiency: The Role of PINNs in Immune Response Simulations
Bridging Accuracy and Efficiency: The Role of PINNs in Immun...
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2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024
作者: Fernandes, Thiago E. Dos Santos, Rodrigo W. Lobosco, Marcelo Federal University of Juiz de Fora Graduate Program on Computational Modelling Juiz de Fora Brazil Federal University of Juiz de Fora Institute of Exact Sciences Department of Computer Science Juiz de Fora Brazil
Myocarditis, characterized by inflammation of the heart muscle, has seen a notable 62.2% increase in incidence over the past three decades, leading to 324,490 deaths in 2019. Despite advancements in understanding its ... 详细信息
来源: 评论
To Sharpen or not to Sharpen? On the Effect of Sharpening Filters Applied to Magnified Images  14
To Sharpen or not to Sharpen? On the Effect of Sharpening Fi...
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14th International Conference on Digital Image Processing, ICDIP 2022
作者: Emmendorfer, Leonardo R. de Olviveira, Vinicius Menezes Schein, Tatiana T. de Jesus, Junior C. Rodriguez, Bárbara D.A. Electrical Energy Processing Department Federal University of Santa Maria 97105-340 Brazil Center for Computational Science Federal University of Rio Grande 96201-900 Brazil Computational Modeling PhD Program Federal University of Rio Grande 96201-900 Brazil Computer Engineering Graduate Program Federal University of Rio Grande 96201-900 Brazil Institute of Mathematics Statistics and Physics Federal University of Rio Grande 96201-900 Brazil
Super-resolution algorithms aim to produce magnified high-resolution versions from low-resolution images. Some methods, however, are prone to generate blur during the process. Simple sharpening filters are adopted to ... 详细信息
来源: 评论
A fuzzy transformation approach to enhance active learning for heart disease prediction
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Journal of Intelligent and Fuzzy Systems 2024年 第4期46卷 9957-9973页
作者: de Oliveira, Heveraldo R. Vieira, Antônio Wilson Santos, Laércio Ives Osório Camargos Filho, Murilo César Ya. Ekel, Petr Dangelo, Marcos Flávio S.V. Department of Computer Science UNIMONTES MG Montes Claros Brazil Graduate Program in Computer Modeling and Systems UNIMONTES Montes Claros Brazil Department of Exact Sciences UNIMONTES MG MG Montes Claros Brazil Instituto Federal do Norte de Minas Gerais – IFNMG MG Montes Claros Brazil Graduate Program in Health Sciences UNIMONTES MG Montes Claros Brazil Graduate Program in Informatics Pontifical Catholic University of Minas Gerais MG Belo Horizonte Brazil
When providing patient care, healthcare professionals often rely on interpreting laboratory and clinical test results. However, their analysis is constrained by human capacity, leading to uncertainties in diagnoses. M... 详细信息
来源: 评论
Performance Analysis of Interleaved Bidirectional DC-DC Converters for Battery Control in Islanded Microgrid
Performance Analysis of Interleaved Bidirectional DC-DC Conv...
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IEEE General Meeting Power& Energy Society
作者: Lindemberg Roberto de Lima Pedro A. de Alcântara Luana C. S. Soares Camila M. V. Barros Luciano S. Barros Mathematics and Computational Modeling Graduate Program João Pessoa Brazil Electrical Engineering Graduate Program Federal University of Paraíba João Pessoa Brazil Computer Systems Department Federal University of Paraíba João Pessoa Brazil
In this paper, considering photovoltaic/battery sourced microgrids with grid-forming droop control in the load interface converter for power management, two alternative converter topologies for the battery are tested:...
来源: 评论
Comparative Analysis between Three-Leg Interleaved and Conventional Bidirectional Converters Applied in Battery of Wind Power-Battery Unit Supplying an Islanded Microgrid
Comparative Analysis between Three-Leg Interleaved and Conve...
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IEEE General Meeting Power& Energy Society
作者: André C. Do Nascimento Giusep M. S. Ribeiro Lindemberg R. de Lima Pedro A. de Alcântara Luana C. S. Soares Luciano S. Barros Camila M. V. Barros Electrical Engineering Graduate Program Federal Institute of Pará Belém Brazil Electrical Engineering Graduate Program Federal University of Paraíba João Pessoa Brazil Mathematics and Computational Modeling Graduate Program Federal University of Paraíba João Pessoa Brazil Computer Systems Department Federal University of Paraíba João Pessoa Brazil
Battery energy storage systems (BESS) are crucial for microgrids, enhancing dynamic performance and mitigating uncertainties inherent to isolated environments characterized by intermittent power generation. When micro... 详细信息
来源: 评论
Assessing Media’s Representation of Frustration Towards Venezuelan Migrants in Colombia  16th
Assessing Media’s Representation of Frustration Towards Ven...
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16th International Conference on Social Computing, Behavioral-Cultural modeling and Prediction and Behavior Representation in modeling and Simulation, SBP-BRiMS 2023
作者: Llinas, Brian Huseynli, Guljannat Frydenlund, Erika Palacio, Katherine Llinas, Humberto Padilla, Jose J. Computer Science Department Old Dominion University NorfolkVA United States Graduate Program of International Studies Old Dominion University NorfolkVA United States Virginia Modeling Analysis and Simulation Center Old Dominion University SuffolkVA United States Universidad del Norte Kilómetro 5 Vía Atlántico Puerto Colombia Colombia
This research utilizes statistical path modeling to examine the relationship between the number of Venezuelans migrating to Colombia due to economic collapse and the media's coverage of specific topics. We focus o... 详细信息
来源: 评论
Data Logging and Non-invasive IoMT Approach for Rats Monitoring in Laboratory Experiments  37th
Data Logging and Non-invasive IoMT Approach for Rats Monit...
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37th International Conference on Advanced Information Networking and Applications, AINA 2023
作者: Barbosa, Bryan C. M. Garan, Steven A. Quintela, Barbara Melo Dantas, Mario R. Universidade Federal de Juiz de Fora Juiz de Fora Brazil Center for Research and Education in Aging University of California Berkeley and Lawrence Berkeley National Laboratory BerkeleyCA United States Computational Physiology and High Performance Computing Laboratory and Computer Science Department at Universidade Federal de Juiz de Fora Juiz de Fora Brazil Computer Science Graduate Program at Universidade Federal de Juiz de Fora Juiz de Fora Brazil
It is being observed that the use of Internet of Medical Things (IoMT) in health sciences research grows as the technology and miniaturization of devices occur. Those devices often times suffer from several issues suc... 详细信息
来源: 评论
Bridging Accuracy and Efficiency: The Role of PINNs in Immune Response Simulations
Bridging Accuracy and Efficiency: The Role of PINNs in Immun...
收藏 引用
IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Thiago E. Fernandes Rodrigo W. Dos Santos Marcelo Lobosco Graduate Program on Computational Modelling Federal University of Juiz de Fora Juiz de Fora Brazil Department of Computer Science Institute of Exact Sciences Federal University of Juiz de Fora Juiz de Fora Brazil
Myocarditis, characterized by inflammation of the heart muscle, has seen a notable 62.2% increase in incidence over the past three decades, leading to 324,490 deaths in 2019. Despite advancements in understanding its ... 详细信息
来源: 评论