Prediction of the local buckling strength and load‐displacement behaviour of SHS and RHS members using Deep Neural Networks (DNN)–Introduction to the Deep …

A Müller, A Taras - Steel Construction, 2022 - Wiley Online Library
The traditional separation of analysis and verification during the structural design of steel
structures is a known source of conservatism and inaccuracy, as the true …

[PDF][PDF] Prediction of the deformation and local buckling behavior of structural sys-tems using the deep neural network direct stiffness method (DNN-DSM)

A Müller, A Taras - Proceedings of the Annual Stability Conference …, 2023 - cloud.aisc.org
This paper presents a novel approach to carrying out a beam-element analysis that
accounts for the nonlinear deformation behavior of various RHS and SHS sections, ranging …

Citizens as a democratic safeguard? The sequence of sanctioning elite attacks on democracy

MS Jacob - American Journal of Political Science, 2024 - Wiley Online Library
In many elections worldwide, citizens support politicians who have undermined democracy
while in office. Why? For citizens to safeguard democratic institutions, they must not only …

[PDF][PDF] Prediction of the load-displacement and local buckling behavior of hollow structural sections using Deep Neural Networks (DNN)

A Müller, A Taras - Proceedings of the Annual Stability Conference …, 2022 - cloud.aisc.org
The general design approach to account for geometrical and material nonlinearities within
steel structures is made partially during the structural analysis and partially through …

Interaction of geometric and material nonlinearities in stainless steel frames

I González‐de‐León, I Arrayago, E Real - ce/papers, 2021 - Wiley Online Library
Adequate mechanical properties make stainless steel an excellent construction material for
structures. The current stainless steel European structural code EN1993‐1‐4 (2015) is …

Deep Neural Network Direct Stiffness Method: Fundamental Steps into Beam Design

A Mueller, A Taras - ce/papers, 2023 - Wiley Online Library
This paper presents a novel approach for performing beam element analysis that considers
the nonlinear deformation behavior of various RHS and SHS sections made of mild to high …

On the Choice of Eigenmode Shapes for Interactive Cases of Local and Global Buckling of RHS/SHS and I‐Shaped Sections

A Müller, M Vild, A Taras - ce/papers, 2022 - Wiley Online Library
Better and simpler possibilities of structural optimization due to increasing computational
power but also for reasons of environmental sustainability, the use of materials and their …

Globální analýza portálových rámů z nerezové oceli

J Jan - 2024 - dspace.cvut.cz
Korozivzdorná ocel je atraktivním konstrukčním materiálem díky své vysoké tažnosti,
dostatečné houževnatosti, výraznému zpevnění materiálu a dobré požární odolnosti …

Neue Entwicklungen in prEN 1993‐1‐4: 2022

N Stranghöner, N Baddoo, F Meza… - 2023 Stahlbau …, 2023 - Wiley Online Library
Im Rahmen der Überarbeitung der Eurocodes im Stahlbau wurde auch die spezifische
Bemessungsnorm für Konstruktionen aus nichtrostendem Stahl, DIN EN 1993‐1‐4, einer …

Globální Analýza Portálových Rámů z Nerezové Oceli

J Jůza - 2024 - search.proquest.com
Korozivzdorná ocel je atraktivním konstrukčním materiálem díky své vysoké tažnosti,
dostatečné houževnatosti, výraznému zpevnění materiálu a dobré požární odolnosti …