Zobrazeno 1 - 10
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pro vyhledávání: '"and, Vadean"'
This paper introduces the Structural Optimization gym (SOgym), a novel open-source Reinforcement Learning (RL) environment designed to advance machine learning in Topology Optimization (TO). SOgym enables RL agents to generate physically viable and s
Externí odkaz:
http://arxiv.org/abs/2407.07288
This paper introduces YOLOv8-TO, a novel approach for reverse engineering of topology-optimized structures into interpretable geometric parameters using the YOLOv8 instance segmentation model. Density-based topology optimization methods require post-
Externí odkaz:
http://arxiv.org/abs/2404.18763
Autor:
Yann-Seing Law-Kam Cio, Giovanni Beltrame, Aurelian Vadean, Abolfazl Mohebbi, Sofiane Achiche
Publikováno v:
Frontiers in Mechanical Engineering, Vol 10 (2024)
The complexity of mechatronic systems has increased with the significant advancements of technology in their components which makes their design more challenging. This is due to the need for incorporating expertise from different domains as well as t
Externí odkaz:
https://doaj.org/article/11f1342636de4469b96f4f61559cb9d2
Publikováno v:
In Engineering Applications of Artificial Intelligence August 2023 123 Part C
Publikováno v:
In International Journal of Fatigue May 2022 158
Autor:
Jean-François Gamache, Aurelian Vadean, Mario Capo, Thomas Rochefort-Beaudoin, Nicolas Dodane, Sofiane Achiche
Publikováno v:
Design Science, Vol 9 (2023)
Topology optimization has been identified as a powerful tool to improve aircraft structures for many years. Yet, innovative layouts have not been successfully implemented in commercial aircraft for several reasons. One reason identified by our resear
Externí odkaz:
https://doaj.org/article/b013fd36528f40f2a8e0552aa9ee51a4
Publikováno v:
Frontiers in Public Health, Vol 10 (2022)
This paper studies the relationship between turnover, hiring and employment growth in the long-term care (LTC) sector in England and sheds light on how challenges in both recruitment and retention affect the sector's ability to meet growing demand fo
Externí odkaz:
https://doaj.org/article/f76caffb8bf443dd8e5096ca9fc57dd5
Publikováno v:
Mechanics of Advanced Materials & Structures; 2024, Vol. 31 Issue 23, p5841-5855, 15p
Publikováno v:
Health and Quality of Life Outcomes, Vol 17, Iss 1, Pp 1-12 (2019)
Abstract Background The ASCOT-Carer and Carer Experience Scale are instruments designed to capture aspects of quality of life ‘beyond health’ for family carers. The aim of this study was to compare and validate these two carer care-related measur
Externí odkaz:
https://doaj.org/article/c068bc6f2d614f00ad1b702c0b833af0
Autor:
Ann-Marie Towers, Nick Smith, Stephen Allan, Florin Vadean, Grace Collins, Stacey Rand, Jennifer Bostock, Helen Ramsbottom, Julien Forder, Stefania Lanza, Jackie Cassell
Publikováno v:
Health Services and Delivery Research, Vol 9, Iss 19 (2021)
Background: Care home staff have a critical bearing on quality. The staff employed, the training they receive and how well they identify and manage residents’ needs are likely to influence outcomes. The Care Act 2014 (Great Britain. The Care Act 20
Externí odkaz:
https://doaj.org/article/1883d05042d84ee28d7eb4d65cdaa7bd