Search Results - "Yuksel C."

Material structure-property linkages using three-dimensional convolutional neural networks by Cecen, Ahmet, Dai, Hanjun, Yabansu, Yuksel C., Kalidindi, Surya R., Song, Le

“…The core materials knowledge needed in the accelerated design, development, and deployment of new and improved materials is most accessible when cast in the…”
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Quantification and classification of microstructures in ternary eutectic alloys using 2-point spatial correlations and principal component analyses by Choudhury, Abhik, Yabansu, Yuksel C., Kalidindi, Surya R., Dennstedt, Anne

“…Eutectic solidification gives rise to a number of distinct microstructure patterns that might include lamella, rods and labyrinths in binary alloys. However,…”
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Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets by Yang, Zijiang, Yabansu, Yuksel C., Al-Bahrani, Reda, Liao, Wei-keng, Choudhary, Alok N., Kalidindi, Surya R., Agrawal, Ankit

“…[Display omitted] •Mining structure-property linkages in high-contrast composites using deep learning.•The efficacy of deep learning is compared with…”
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Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches by Yang, Zijiang, Yabansu, Yuksel C., Jha, Dipendra, Liao, Wei-keng, Choudhary, Alok N., Kalidindi, Surya R., Agrawal, Ankit

“…Data-driven methods are attracting growing attention in the field of materials science. In particular, it is now becoming clear that machine learning…”
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A Comparative Study on Metallographic and Mechanical Properties of Armox 500T Armor Steel Plates Joined Using Different Arc Welding Methods by Bölükbaşi, Ö.S., Yüksel, C.

“…This study comparatively investigated how the metallographic and mechanical properties of Armox 500T armor steel plates joined with Hybrid Plasma Arc Welding…”
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Representation and calibration of elastic localization kernels for a broad class of cubic polycrystals by Yabansu, Yuksel C., Kalidindi, Surya R.

“…Localization kernels play an important role in the study of hierarchical material systems with well separated length scales. They allow for a computationally…”
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Examination of the association of muscle dysmorphia (bigorexia) and social physique anxiety in the male bodybuilders by Duran, Songul, Öz, Yüksel C.

“…Purpose This study aimed to examine the association between social physique anxiety and muscular dystrophy in bodybuilders. Design and Methods This…”
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Analytics for microstructure datasets produced by phase-field simulations by Steinmetz, Philipp, Yabansu, Yuksel C., Hötzer, Johannes, Jainta, Marcus, Nestler, Britta, Kalidindi, Surya R.

“…Phase-field simulations have become valuable tools in explorations of the effects of the processing parameters on the internal structure evolution of materials…”
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Calibrated localization relationships for elastic response of polycrystalline aggregates by YABANSU, Yuksel C, PATEL, Dipen K, KALIDINDI, Surya R

“…In recent years, our research group has formulated a new framework called materials knowledge systems (MKS) for establishing highly accurate reduced-order…”
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Understanding and visualizing microstructure and microstructure variance as a stochastic process by Niezgoda, Stephen R., Yabansu, Yuksel C., Kalidindi, Surya R.

“…The study of microstructure–property relationships is a defining concept in the field of materials science and engineering. Despite the paramount importance of…”
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Hardware Adaptive High‐Order Interpolation for Real‐Time Graphics by Lin, D., Seiler, L., Yuksel, C.

“…Interpolation is a core operation that has widespread use in computer graphics. Though higher‐order interpolation provides better quality, linear interpolation…”
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Evaluation of Ti–Mn Alloys for Additive Manufacturing Using High-Throughput Experimental Assays and Gaussian Process Regression by Gong, Xinyi, Yabansu, Yuksel, Collins, Peter, Kalidindi, Surya

“…Compositionally graded cylinders of Ti–Mn alloys were produced using the Laser Engineered Net Shaping (LENS™) technique, with Mn content varying from 0 to 12…”
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Data science approaches for microstructure quantification and feature identification in porous membranes by Altschuh, Patrick, Yabansu, Yuksel C., Hötzer, Johannes, Selzer, Michael, Nestler, Britta, Kalidindi, Surya R.

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Dynamic tooth loads of planetary gear sets having tooth profile wear by Yuksel, C., Kahraman, A.

“…A computational model of a planetary gear set is employed to study the influence of surface wear on the dynamic behavior of a typical planetary gear set. The…”
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Abnormal high-energy phosphate molecule metabolism during regional brain activation in patients with bipolar disorder by Yuksel, C, Du, F, Ravichandran, C, Goldbach, J R, Thida, T, Lin, P, Dora, B, Gelda, J, O'Connor, L, Sehovic, S, Gruber, S, Ongur, D, Cohen, B M

“…Converging evidence suggests bioenergetic abnormalities in bipolar disorder (BD). In the brain, phosphocreatine (PCr) acts a reservoir of high-energy phosphate…”
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Real-time resource model updating for improved coal quality control using online data by Yüksel, C., Thielemann, T., Wambeke, T., Benndorf, J.

“…In recent years a real-time resource model updating concept has proven to increase the material quality control and process efficiency in geostatistics. The…”
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Context Aware Machine Learning Approaches for Modeling Elastic Localization in Three-Dimensional Composite Microstructures by Liu, Ruoqian, Yabansu, Yuksel C., Yang, Zijiang, Choudhary, Alok N., Kalidindi, Surya R., Agrawal, Ankit

“…The response of a composite material is the result of a complex interplay between the prevailing mechanics and the heterogenous structure at disparate spatial…”
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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 by Fernandez-Zelaia, Patxi, Yabansu, Yuksel C., Kalidindi, Surya R.

“…Reduced-order structure–property (S-P) linkages play a pivotal role in the tailored design of materials for advanced engineering components. There is a…”
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Machine learning approaches for elastic localization linkages in high-contrast composite materials by Liu, Ruoqian, Yabansu, Yuksel C., Agrawal, Ankit, Kalidindi, Surya R., Choudhary, Alok N.

“…There has been a growing recognition of the opportunities afforded by advanced data science and informatics approaches in addressing the computational demands…”
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Genetic analysis of Anatolian pear germplasm by simple sequence repeats by Akçay, M.E, Burak, M, Kazan, K, Yüksel, C, Mutaf, F, Bakir, M, Ayanoğlu, H, Ergül, A

“…The pear (Pyrus communis L.) is a fruit species grown in many temperate regions of the world. Turkey harbours a rich and ancient pear germplasm adapted to…”
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