Arzomand | From ruins to reconstruction: Harnessing text-to-image AI for restoring historical architectures

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Research Articles | Challenge Journal of Structural Mechanics

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Ultimate drift ratio prediction of steel plate shear wall systems: a machine learning approach

Muhammed Gürbüz, İlker Kazaz

Challenge Journal of Structural Mechanics (2024) 10(2) 34-46

Predicting the ultimate drift ratio of steel plate shear wall (SPSW) systems is important for ensuring the structural integrity and performance of these systems under lateral loads. In this study, machine learning models are developed for predicting the ultima...
Effect of different trimline extension of clear aligners in combination with Class II elastics on the mandibular dentition: a finite element analysis

Nurver Karslı, Bahanur Hilal Kisbet

Challenge Journal of Structural Mechanics (2024) 10(2) 58-68

Objective of this study is to evaluate the effect of different trimline extension of aligners and the effect of elastics applied through the slit cutouts and buttons on the mandibular dentition using Class II intermaxillary elastics combined with clear aligner...
Impact of iron powder and blast furnace slag on the mechanical properties of polymer concrete: An experimental and hyperparameter-tuned ANN-based study

Arif Ulu, Ali Ikbal Tutar, Mohsen Shams, Ferit Cakir

Challenge Journal of Structural Mechanics (2024) 10(4) 149-158

Polymer-based materials have become increasingly used in concrete production and various engineering applications due to their versatile properties. In particular, polymer concrete (PC) has become a preferred reinforcement material in the construction industry...
Nonlinear in-plane response of 3D-printed concrete walls with varied infill patterns: Experimental mix design and numerical structural assessment

İsmail Hakkı Tarhan, Yeşim Tarhan

Challenge Journal of Structural Mechanics (2025) 11(3) 160-173

This study investigates the nonlinear in-plane structural behavior of 3D-printed concrete wall elements with two representative internal infill patterns ‒ lattice (L) and triangular (T) ‒ using finite element modeling informed by experimentally derived materia...
Investigation of structural performances of historical building elements made with local materials using the finite element method

Saeid Zardari, İzzettin Kutlu, Aslan Nayeb

Challenge Journal of Concrete Research Letters (2024) 15(3) 101-111

The structural performance of the materials used in historical buildings can be damaged, usually due to natural events or human-induced interference. Historical buildings in the Southeastern Anatolia Region were generally built with local materials such as sto...