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Antonello Pasini and Stefano Amendola
Neural network models are often used to analyse non-linear systems; here, in cases of small datasets, we review our complementary approach to deep learning with the purpose of highlighting the importance and roles (linear, non-linear or threshold) of cer...
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Sarat Chandra Mohapatra and C. Guedes Soares
A hydroelastic model associated with the interaction between a surface wave and a floating circular structure connected with mooring lines in finite water depth is developed using BIEM. The BIEM solution is achieved using free surface Green?s function an...
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Mengyu Li, Xizeng Zhao, Mingjian Yin, Yiyang Zong, Jinyou Lu, Shiming Yao, Geng Qu and Hualong Luan
The interaction between solitary waves and underwater barriers is investigated using our in-house code, entitled VPM (volume-average/point-value multi-moment)?THINC/QQ (THINC method with quadratic surface representation and Gaussian quadrature)-coupled m...
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William Lambert, Stefano Brizzolara and Craig Woolsey
Near-surface simulation methods for shallowly submerged underwater vehicles are necessary for the population of a variety of free-surface-affected, coefficient-based maneuvering and seakeeping models. Simulations vary in complexity and computational cost...
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Dominik Stallmann and Barbara Hammer
Novel neural network models that can handle complex tasks with fewer examples than before are being developed for a wide range of applications. In some fields, even the creation of a few labels is a laborious task and impractical, especially for data tha...
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Noella Edelmann and Shefali Virkar
Co-creation focuses on engagement with citizens and other stakeholders with public administrations to develop innovative processes or public services. The integration of resources and knowledge mediated by technology can lead to the emergence of novel ou...
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Clebson Pautz, Alexandre Rosa dos Santos, Jéferson Luiz Ferrari, Plinio Antonio Guerra Filho, Sustanis Horn Kunz, Henrique Machado Dias, Taís Rizzo Moreira, Rita de Cássia Freire Carvalho, Vinícius Duarte Nader Mardeni, Elaine Cordeiro dos Santos and Larissa Marin Scaramussa
Environmental vulnerability refers to the susceptibility of a region to damage when it is subjected to natural or anthropogenic actions. The assessment of environmental vulnerability in lakes is an important tool to assist managers in planning and interv...
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Raúl F. Vázquez, Josué E. Brito, Henrietta Hampel and Stephen Birkinshaw
Despite recent progress in terms of cheap computing power, the application of physically-based distributed (PBD) hydrological codes still remains limited, particularly, because some commercial-license codes are expensive, even under academic terms. Thus,...
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Masaki Katafuchi, Hideyuki Suzuki, Yuya Higuchi, Hidetaka Houtani, Edgard B. Malta and Rodolfo T. Gonçalves
This paper aims to investigate the nonlinear motion characteristics of a monocolumn type floater with skirts numerically and experimentally. Wave calibration, free decay, and regular wave tests were simulated using a computational fluid dynamics (CFD) co...
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Sangjee Park, Jun-Woo Bong, Inseo Park, Hwamin Lee, Jiyoun Choi, Pyoungjae Park, Yoon Kim, Hyun-Soo Choi and Sanghee Kang
This operative report documents the details of a surgery. Standardization of the medical terminology for the operative report written in free text is significant for performing medical research and establishing insurance systems by accurately sharing inf...
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