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AI领域发展迅速,今天看似先进的大模型,几年后可能会被视为落后的小模型。然而,无论技术如何演化,基于第一性原则的结论却能长久有效。在这个报告中,我们将研究如何利用神经网络进行一阶法加速和求解混合整数优化问题,并通过数学推导得到神经网络所必须具备的结构,从而起到简化训练并提升稳定性的作用。
Modern fabrication tools such as 3D printers can make structural materials in shapes that would have been difficult or impossible using conventional tools.
Structural Health Monitoring (SHM) represents a vibrant field of over 20 years of research with limited applications in practice. In recent years, practical applications have been rapidly growing due ...
Recent developments in Building Information Modelling (BIM) technologies are facilitating the management of historic complex structures using new applications. This paper proposes a generative method ...
Wind energy, with an annual growth of about 30%, represents one of the fastest growing renewable energy sources. Continuous long-term monitoring of wind turbines can greatly reduce maintenance and rep...
The deterioration of civil infrastructure due to ageing, altered requirements, excessive loading or inadequate maintenance underpins the urgent need for reliable and cost-effective monitoring systems....
This study investigates the feasibility of deploying wireless communication and embedded computing for structural control applications. A feedback structural control system involves a network of senso...
Civil and structural engineering have had a long and successful history in adopting computing technologies, from computer graphics, CAD, finite element analysis to virtual simulations. As computer har...
This study explores decentralized structural control using wireless sensors and controllers.In a decentralized control scheme, control decisions are based upon data acquired from sensors located in th...
Structural sensing, monitoring and control can benefit from wireless communication and embedded computing technologies in terms of installation cost and time. Our prior research has developed low-cost...
Uncertainty is perceived as the means of removing the obstacles to growth through the activation of Knig- htian entrepreneurship. A dynamic stochastic model of continuous-time growth is proposed and e...
Purpose: This paper presents the application of artificial neural networks for mechanical properties prediction of constructional steels after heat treatment. Design/methodology/approach: On the basi...
The main goal of this study was to build a preliminary structural equation model to better understand the relationships between interactivity, comprehension, and persuasion. The limited capacity proce...
The computational algorithms of di erent multiobjective optimization techniques and their applications to structural systems are presented. The weighting, -constraint, goal programming and modified g...
专著信息 书名 Structural Physical Parameter Identification Based on Evolutionary –Simplex Algorithm and Structural Dynamic Response 语种 英文 撰写或编译 作者 Du Xiuli,Zengdi 第一作者单位 出版社 Earthquake Engineering and Engin...

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