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Yuksel C. Yabansu

Georgia Institute of Technology

24

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898

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A digital workflow for learning the reduced-order structure-property linkages for permeability of porous membranes

2020 Acta Materialia
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High-Throughput Exploration of the Process Space in 18% Ni (350) Maraging Steels via Spherical Indentation Stress–Strain Protocols and Gaussian Process Models

2020
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Data Analytics on Phase-Field Simulation Datasets

2020
- Yuksel C. Yabansu
- Surya R. Kalidindi
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Microscale volume elements and their effective/homogenized stiffness parameter for high contrast 3-D elastic composite

2019
- Yuksel C. Yabansu
- Surya R. Kalidindi
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A Comparative Study of the Efficacy of Local/Global and Parametric/Nonparametric Machine Learning Methods for Establishing Structure–Property Linkages in High-Contrast 3D Elastic Composites

2019
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Application of Gaussian Process regression models for capturing the evolution of microstructure statistics in aging of Nickel-based superalloys

2019 Acta Materialia
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Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches

2019 Acta Materialia
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A new framework for rotationally invariant two-point spatial correlations in microstructure datasets

2018 Acta Materialia
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Material structure-property linkages using three-dimensional convolutional neural networks

2018 Acta Materialia
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Context Aware Machine Learning Approaches for Modeling Elastic Localization in Three-Dimensional Composite Microstructures

2017
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Citations (28)