Ahmet Cecen

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

Exploration of data science techniques to predict fatigue strength of steel from composition and processing parameters

Ankit Agrawal, Parijat Deshpande, Ahmet Cecen et al. · Integrating materials and manufacturing innovation · 2014 · 265 citations · Full text

Engineering, Machine Learning, Life Prediction +25

Structure–property linkages using a data science approach: Application to a non-metallic inclusion/steel composite system

Akash Gupta, Ahmet Cecen, Sharad Goyal et al. · Acta Materialia · 2015 · 189 citations

Structural Integrity, Engineering, Mechanical Engineering +6

Versatile algorithms for the computation of 2-point spatial correlations in quantifying material structure

Ahmet Cecen, Tony Fast, Surya R. Kalidindi · Integrating materials and manufacturing innovation · 2016 · 128 citations · Full text

Engineering, Geometry, Computer-aided Design +21

Process-Structure Linkages Using a Data Science Approach: Application to Simulated Additive Manufacturing Data

Evdokia Popova, Theron Rodgers, Xinyi Gong et al. · Integrating materials and manufacturing innovation · 2017 · 127 citations · Full text

Engineering, Mechanical Engineering, Design +8