Results 11 to 20 of about 21,507 (253)
Recognition and Quantification of Dual Phase Titanium Alloy Microstructures Using Convolutional Neural Networks [PDF]
MATEC Web of Conferences, 2020 Recent advances in machine learning and image recognition tools/methods are being used to address fundamental challenges in materials engineering, such as the automated extraction of statistical information from dual phase titanium alloy microstructure ...
Noraas Ryan +3 more
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Classification of Bainitic Structures Using Textural Parameters and Machine Learning Techniques
Metals, 2020 Bainite is an essential constituent of modern high strength steels. In addition to the still great challenge of characterization, the classification of bainite poses difficulties.
Martin Müller +4 more
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Advanced Steel Microstructural Classification by Deep Learning Methods [PDF]
Scientific Reports, 2018 AbstractThe inner structure of a material is called microstructure. It stores the genesis of a material and determines all its physical and chemical properties. While microstructural characterization is widely spread and well known, the microstructural classification is mostly done manually by human experts, which gives rise to uncertainties due to ...
Azimi, Seyedmajid +4 more
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General factors of white matter microstructure from DTI and NODDI in the developing brain
NeuroImage, 2022 Preterm birth is closely associated with diffuse white matter dysmaturation inferred from diffusion MRI and neurocognitive impairment in childhood. Diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI) are distinct
Kadi Vaher +10 more
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Machine Learning Approach to Classify Rain Type Based on Thies Disdrometers and Cloud Observations
Atmosphere, 2019 Rain microstructure parameters assessed by disdrometers are commonly used to classify rain into convective and stratiform. However, different types of disdrometer result in different values for these parameters.
Wael Ghada +2 more
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Classifying coke using CT scans and landmark multidimensional scaling
International Journal of Coal Science & Technology, 2023 One factor that limits development of fundamental research on the influence of coke microstructure on its strength is the difficulty in quantifying the way that microstructure is both classified and distributed in three dimensions.
Keith Nesbitt +4 more
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Microstructure quality control of steels using deep learning
Frontiers in Materials, 2023 In quality control, microstructures are investigated rigorously to ensure structural integrity, exclude the presence of critical volume defects, and validate the formation of the target microstructure.
Ali Riza Durmaz +6 more
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Long Longitudinal Tract Lesion Contributes to the Progression of Alzheimer's Disease
Frontiers in Neurology, 2020 Background: The degenerative pattern of white matter (WM) microstructures during Alzheimer's disease (AD) and its relationship with cognitive function have not yet been clarified.
Caimei Luo +43 more
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Image Analysis and Stereology, 2019 Microstructure of a material stores the genesis of the material and shows various properties of the material. To efficiently analyse the microstructure of a material, the segmentation of different phases or constituents is an important step.
Yuexing Han +5 more
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Gluten Polymer Networks—A Microstructural Classification in Complex Systems [PDF]
Polymers, 2018 A classification of gluten polymer networks would support a better understanding of structure-function relationships of any gluten polymer material and thus, the control of processing properties. However, quantification and interpretation of the gluten network structures is challenging due to their complexity. Thus, the network formation was altered by
Isabelle Lucas +2 more
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