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Miguel Abambres

Researcher at Instituto Superior Técnico

Publications -  33
Citations -  433

Miguel Abambres is an academic researcher from Instituto Superior Técnico. The author has contributed to research in topics: Artificial neural network & Finite element method. The author has an hindex of 12, co-authored 33 publications receiving 331 citations. Previous affiliations of Miguel Abambres include University of Lisbon & Technical University of Lisbon.

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GBT-based structural analysis of elastic–plastic thin-walled members

TL;DR: This work aims at supplying to designers/researchers with an efficient and structurally clarifying alternative to assess the geometrically and/or materially non-linear behaviour of prismatic thin-walled members, such as those built from cold-formed steel.
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Residual stresses in steel members: a review of available analytical expressions

TL;DR: A literature review of the longitudinal membrane residual stress analytical expressions for carbon steel non-heavy sections, covering a vast range of structural shapes (plates, I, H, L, T, cruciform, SHS, RHS and LSB) and fabrication processes (hot-rolling, welding and cold-forming) is provided in this paper.
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Neural Network-Based Formula for the Buckling Load Prediction of I-Section Cellular Steel Beams

TL;DR: In this paper, an artificial neural network (ANN)-based formula was proposed to precisely compute the critical elastic buckling load of simply supported cellular beams under uniformly distributed vertical loads, and the maximum and average relative errors among the 3645 data points were found to be 3.7% and 0.4%, respectively, whereas the average computing time per data point is smaller than a millisecond for any current personal computer.
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Neural Network-Based Formula for the Buckling Load Prediction of I-Section Cellular Steel Beams

TL;DR: This paper aims to propose an artificial neural network (ANN)-based formula to precisely compute the critical elastic buckling load of simply supported cellular beams under uniformly distributed vertical loads.
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Physically non-linear GBT analysis of thin-walled members

TL;DR: In this paper, a formulation of Generalized Beam Theory (GBT) intended to perform first-order elastic-plastic analyses of thin-walled members experiencing arbitrary deformations and made of non-linear materials exhibiting isotropic hardening is presented.