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A multi-criteria conceptual design method using genetic algorithms to…

25 March 2021 11:30 CET Speaker in AI in AEC conference: “A multi-criteria conceptual design method using genetic algorithms to optimize structures’ cost and environmental impacts”

Dr. Kanyilmaz presented their latest research, where his team developed an AI-based computer-assisted design tool to assist structural engineers in the decision-making process of building design. The tool is


Publications

Nature-inspired optimization of tubular joints for metal 3D printing

1 August 2021

New article published: “Nature-inspired optimization of tubular joints for metal 3D printing”. We analyzed new tubular joint shapes using solid isotropic material with the penalization method (SIMP) in cooperation with multiple players (architects, manufacturers, producers). The article is open access, and can be downloaded from here.


Workshop

EU-RFCS DISSIPABLE final workshop

23 February 2022

EU-RFCS DISSIPABLE final workshop: Alper coordinated this 4 year research project composed of pilot-scale shaking table tests, hybrid numerical/ physical simulations, life cycle economic and environmental analysis of #earthquake-resistant & dissipative #steel structures: In this workshop, the results will be presented to the worlwide engineering community, putting “#sustainability” on the table of seismic design.


Publications

A genetic algorithm tool for conceptual structural design with…

15 March 2022

A genetic algorithm tool for conceptual structural design with cost and embodied carbon optimization, Alper Kanyilmaz, Patricia Raquel Navarro Tichell, Daniele Loiacono, Engineering Applications of Artificial Intelligence, Volume 112, 2022, 104711, ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2022.104711 In the article, we present the development and validation of a genetic algorithm tool based