Yuksel C. Yabansu

Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets

Zijiang Yang, Yuksel C. Yabansu, Reda Al-Bahrani et al. · Computational Materials Science · 2018 · 354 citations · Full text

Deep Learning Approaches, Geometric Learning, Structure-property Linkages +7

Material structure-property linkages using three-dimensional convolutional neural networks

Ahmet Cecen, Hanjun Dai, Yuksel C. Yabansu et al. · Acta Materialia · 2017 · 319 citations

Materials Science, Convolutional Neural Network, Engineering +5

Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches

Zijiang Yang, Yuksel C. Yabansu, Dipendra Jha et al. · Acta Materialia · 2018 · 188 citations · Full text

Materials Science, Deep Learning Approaches, Engineering +10

Understanding and visualizing microstructure and microstructure variance as a stochastic process

Stephen R. Niezgoda, Yuksel C. Yabansu, Surya R. Kalidindi · Acta Materialia · 2011 · 141 citations

Pattern Formation, Engineering, Microstructure Variance +10

Extraction of reduced-order process-structure linkages from phase-field simulations

Yuksel C. Yabansu, Philipp Steinmetz, Johannes Hötzer et al. · Acta Materialia · 2016 · 109 citations

Numerical Analysis, Reduced Order Modeling, Engineering +6