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Volker Schmidt

Statistical learning of structure-property relationships for transport in porous media, using hybrid AI modeling

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Mar 27, 2025
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Generative adversarial framework to calibrate excursion set models for the 3D morphology of all-solid-state battery cathodes

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Mar 21, 2025
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Generating multi-scale NMC particles with radial grain architectures using spatial stochastics and GANs

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Jul 07, 2024
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Determination of droplet size from wide-angle light scattering image data using convolutional neural networks

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Nov 03, 2023
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Using convolutional neural networks for stereological characterization of 3D hetero-aggregates based on synthetic STEM data

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Oct 27, 2023
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Classification of FIB/SEM-tomography images for highly porous multiphase materials using random forest classifiers

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Jul 28, 2022
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Asymptotic properties of one-layer artificial neural networks with sparse connectivity

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Dec 09, 2021
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