most citedGenerative reconstruction of 3D volume elements for Ti-6Al-4V basketweave microstructure by optimization of CNN-based microstructural descriptors

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cond-mat.mtrl-sci2024★ 1 cited

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…

cs.LG2023

Capturing Local Temperature Evolution during Additive Manufacturing through Fourier Neural Operators

Jiangce Chen, Wenzhuo Xu, Martha Baldwin +5

High-fidelity, data-driven models that can quickly simulate thermal behavior during additive manufacturing (AM) are crucial for improving the performance of AM technologies in mult…