9 citations · 11 across the 4 of their papers we have counts for
4 papers
Generative reconstruction of 3D volume elements for Ti-6Al-4V basketweave microstructure by optimization of CNN-based microstructural descriptors
Vincent Blümer, Celal Soyarslan, Ton van den Boogaard
We present a methodology for the generative reconstruction of 3D Volume Elements (VE) for numerical multiscale analysis of Ti-6Al-4V processed by Additive Manufacturing (AM). The b…
Machine Learning Aided Multiscale Magnetostatics
Fadi Aldakheel, Celal Soyarslan, Hari Subramani Palanisamy +1
Computational material modeling using advanced numerical techniques speeds up the design process and reduces the costs of developing new engineering products. In the field of multi…
Physics-informed machine learning in asymptotic homogenization of elliptic equations
Celal Soyarslan, Marc Pradas
We apply physics-informed neural networks (PINNs) to first-order two-scale periodic asymptotic homogenization of the property tensor in a generic elliptic equation. The problem of…
Elastostatics of star-polygon tile-based architectured planar lattices
Celal Soyarslan, Andrew Gleadall, Jiongyi Yan +2
A panoptic view of architectured planar lattices based on star-polygon tilings was developed. Four star-polygon-based lattice sub-families, formed of systematically arranged triang…