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Mikael Sabuhi, Petr Musilek and Cor-Paul Bezemer
As the number of machine learning applications increases, growing concerns about data privacy expose the limitations of traditional cloud-based machine learning methods that rely on centralized data collection and processing. Federated learning emerges a...
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Yuto Kamiwaki and Shinji Fukuda
This study aims to clarify the influence of photographic environments under different light sources on image-based SPAD value prediction. The input variables for the SPAD value prediction using Random Forests, XGBoost, and LightGBM were RGB values, HSL v...
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Ali Aryo Bawono, Nen NguyenDinh, Janaki Thangaraj, Maximilian Ertsey-Bayer, Christoph Simon, Bernhard Lechner, Stephan Freudenstein and En-Hua Yang
A modified strain-hardening cementitious composite (SHCC) material, fabricated using corundum aggregates (SHCC-Cor), has been proposed for roadway applications as it offers high structural performance and high skid resistance. However, the acoustic perfo...
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Orestis Spyrou, William Hurst and Cor Verdouw
Digital Twins are digital equivalents of real-life objects. They allow producers to act immediately in case of (expected) deviations and to simulate effects of interventions based on real-life data. Digital Twin and eXtended Reality technologies (includi...
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Markus Meindl, Cor de Ruiter, Valerio Marciello, Mario Di Stasio, Florian Hilpert, Manuela Ruocco, Fabrizio Nicolosi, Nils Thonemann, Karen Saavedra-Rubio, Louis Locqueville, Alexis Laurent and Martin Maerz
Sustainability and, especially, emission reductions are significant challenges for airports currently being addressed. The Clean Sky 2 project GENESIS addresses the environmental sustainability of hybrid-electric 50-passenger aircraft systems in a life c...
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Giulia Foti, Giorgia Bondanini, Georgia Libera Finstad, Federico Alessio and Gabriele Giorgi
The COVID-19 pandemic led to serious psychological consequences that negatively affect workers? mental health, leading to post-traumatic symptoms. In this scenario, employees may be exposed to multiple stressors that ultimately drain their resources. Dra...
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Everton Castelão Tetila,Paula Martin de Moraes,Michel Constantino,Reginaldo Brito da Costa,Fabio Martins Ayres,Gabriela Oshiro Reynaldo,Neire Aparecida Colman,Flávia Cristina Albuquerque Palhares Machado,Karen Giuliano Soares,Maria Madalena Dib Mereb Greco,Hemerson Pistori
Neste artigo propomos um sistema de visão computacional para classificar áreas permeáveis e impermeáveis de uma região delimitada para estudo compreendendo a Microbacia do Segredo e microbacias adjacentes, localizada no município de Campo Grande/MS, Bras...
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Zhenjia Qian, Jincheng Xu, Andong Liu, Jianjun Shan, Chenglin Zhang and Huang Liu
This study aimed to investigate the effects of different water velocities on the growth performance, blood physiology, and digestive capacity of coral trout (Plectropomus leopardus) in a Recirculating aquaculture system (RAS). One hundred and twenty heal...
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Ru Yao, Weizeng Shao, Youguang Zhang, Meng Wei, Song Hu and Juncheng Zuo
The purpose of our work was to assess the feasibility of hindcasting waves using WAVEWATCH-III (WW3) in a typhoon by assembling winds from multiple remote-sensed products. During the typhoon season in 2021?2022, the swath wind products in the Western Pac...
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Yuyi Hu, Weizeng Shao, Jun Li, Chunling Zhang, Lingqiao Cheng and Qiyan Ji
Against the background of global climate change, the warming water temperature of Antarctic surface water (<500 m) is worthy of study. Therefore, the purpose of this study was to investigate short-term variations in the water temperature of Antarctic sur...
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