Babür Deliktaş

Bursa Uludağ Üni̇versi̇tesi̇ — Turkey

Materials Science · Physical Sciences

19h-index1.0kcitations104works10.02yr avg
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Research Topics

Nonlocal and gradient elasticity in micro/nano structures(31), Composite Structure Analysis and Optimization(25), Numerical methods in engineering(17), Composite Material Mechanics(15), High-Velocity Impact and Material Behavior(13)

Publications104 total

Thermodynamically Consistent Physics-Informed Neural Network Approach for Thin Films with Nonstandard Boundary Conditions
Thin-Walled Structures·2026
Developing a Vertical Federated Machine Learning Framework for Predicting Energy Consumption in Wastewater Treatment Plants: A Case Study of Melbourne
International Journal of Environmental Research·2026Open Access
Investigation of the torsional dynamics of viscoelastic nanorod through Gaussian process-based surrogate modeling and semi-analytical approaches
Mechanics Based Design of Structures and Machines·2025
Sonlu elemanlar analizinde malzeme modellerinin verimli kalibrasyonu için yeni bir makine öğrenimi destekli ters metodolojisi öğrenimi
Bursa Uludag University - AVESIS·2025
Machine learning-assisted homogenization approach for predicting the elastoplastic behavior of short fiber reinforced composite
Bursa Uludag University - AVESIS·2025
On the machine learning approach for computational homogenization of short fiber-reinforced composites with elastoplastic behavior
Journal of Reinforced Plastics and Composites·2025· 7 cited
Bending analysis of cantilever microbeams with three porosity distributions using physics-informed neural network and modified couple stress theory
Engineering Applications of Artificial Intelligence·2025· 15 citedOpen Access
Buckling and load capacity of thin-walled variable cross-section columns: Influence of fiber orientation and weld lines
2025
Dynamic characterization of polycarbonate: A constitutive model capturing temperature and strain rate effects
2025
Investigation of the critical buckling load of a column with linearly varying moment of inertia using analytical, numerical, and hybrid machine learning approaches
The Journal of Strain Analysis for Engineering Design·2025· 13 cited
Modeling the viscoelastic behavior of a FG nonlocal beam with deformable boundaries based on hybrid machine learning and semi-analytical approaches
Archive of Applied Mechanics·2025· 10 citedOpen Access
Semi-analytical and machine learning approaches for investigating the torsional vibration behavior of nano-sized viscoelastic tubes
Mechanics of Advanced Materials and Structures·2025· 7 cited
On the use of physics-based constraints and validation KPI for data-driven elastoplastic constitutive modelling
Computer Methods in Applied Mechanics and Engineering·2025· 25 citedOpen Access
An Inverse Parameter Identification in Finite Element Problems Using Machine Learning-Aided Optimization Framework
Experimental Mechanics·2025· 31 citedOpen Access
Size dependent dynamics of a bi-directional functionally graded nanobeam via machine learning methods
Bursa Uludag University - AVESIS·2025· 5 cited
Computational modeling of weld-line impacts on mechanical behavior of fiber-reinforced thermoplastics
European Journal of Mechanics - A/Solids·2024· 7 cited
Boosting machine learning algorithms for predicting the macroscopic material behavior of continuous fiber reinforced composite
Journal of Reinforced Plastics and Composites·2024· 20 cited
Application of machine learning methodology for investigating the vibration behavior of functionally graded porous nanobeams
The Journal of Strain Analysis for Engineering Design·2024· 19 cited
An investigation on ensemble machine learning algorithms for nonlinear stability response of a two-dimensional FG nanobeam
Journal of the Brazilian Society of Mechanical Sciences and Engineering·2024· 18 cited
A machine learning approach for buckling analysis of a bi-directional FG microbeam
Microsystem Technologies·2024· 19 cited
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Frequent Co-authors

George Z. Voyiadjis(18), Aiman Tarıq(16), Büşra Uzun(15), Mustafa Özgür Yaylı(13), Ismail Cem Turtuk(3), Anthony N. Palazotto(3), Ayşe Polat(3), Hayrullah Gün Kadıoğlu(3), Murat Yazıcı(3), Ömer Cívalek(3), Şeref Doğuşcan Akbaş(3), Adam Łodygowski(2), Basil Abualshar(2), Chung R. Song(2), Bashar Al-Nimri(2), Bruce Barret(2), Alex Silvey(2), Nikolas Glennie(2), Bekir Akgöz(2), Mustafa ÖzgürYaylı(2)