Seibert, Paul
- Conditional diffusion-based microstructure reconstruction
2022/11/24 by Christian Düreth, Düreth, Christian, Paul Seibert +9 · 5 citations
Engineering · Computer Science · Materials Science · #Composite Material Mechanics #Advanced Mathematical Modeling in Engineering #Machine Learning in Materials Science
- Microstructure Characterization and Reconstruction in Python: MCRpy
2022/07/11 by Paul Seibert, Alexander Raßloff, Seibert, Paul +7 · 3 citations
Materials Science · #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #X-ray Diffraction in Crystallography
- Descriptor-based reconstruction of three-dimensional microstructures through gradient-based optimization
2021/10/25 by Seibert, Paul, Raßloff, Alexander, Ambati, Marreddy +1 · 2 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Reconstructing random heterogeneous media through differentiable\n optimization
2021/03/17 by Paul Seibert, Marreddy Ambati, Seibert, Paul +5 · 1 citation
Computer Science · Medicine · #FOS: Physical sciences #Image and Signal Denoising Methods #Materials Science (cond-mat.mtrl-sci) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
- DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets
2023/02/17 by Yichi Zhang, Paul Seibert, Zhang, Yichi +9 · 1 citation
Engineering · #Image Processing Techniques and Applications #Ultrasonics and Acoustic Wave Propagation #Non-Destructive Testing Techniques
- Fast reconstruction of microstructures with ellipsoidal inclusions using analytical descriptors
2023/06/14 by Seibert, Paul, Husert, Markus, Wollner, Maximilian P. +2 · 1 citation
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)