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of 34
pro vyhledávání: '"Wen, Ziming"'
Integration of machine learning (ML) into the topology optimization (TO) framework is attracting increasing attention, but data acquisition in data-driven models is prohibitive. Compared with popular ML methods, the physics-informed neural network (P
Externí odkaz:
http://arxiv.org/abs/2312.06993
The Bayesian inference approach is widely used to tackle inverse problems due to its versatile and natural ability to handle ill-posedness. However, it often faces challenges when dealing with situations involving continuous fields or large-resolutio
Externí odkaz:
http://arxiv.org/abs/2308.13295
Publikováno v:
In Computer Methods in Applied Mechanics and Engineering 1 June 2024 426
Publikováno v:
In Microchemical Journal June 2024 201
Publikováno v:
In Microchemical Journal April 2024 199
Publikováno v:
In Computer Methods in Applied Mechanics and Engineering 15 February 2024 420
Publikováno v:
In Information Sciences January 2024 653
Simulation-based optimization is a useful method for practical design problems. However, it is difficult for complicated problems due to expensive-computational costs. A popular way to overcome this issue is to use a surrogate model to save the cost.
Externí odkaz:
http://arxiv.org/abs/1912.04843
Publikováno v:
In International Communications in Heat and Mass Transfer October 2023 147
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