2 papers
cs.GR2025
GrainPaint: A multi-scale diffusion-based generative model for microstructure reconstruction of large-scale objects
Nathan Hoffman, Cashen Diniz, Dehao Liu +3
Simulation-based approaches to microstructure generation can suffer from a variety of limitations, such as high memory usage, long computational times, and difficulties in generati…
cond-mat.mtrl-sci2023
Meta-analysis of literature data in metal additive manufacturing: What can we (and the machine) learn from reported data?
Raymond Wong, Anh Tran, Bogdan Dovgyy +2
Obtaining in-depth understanding of the relationships between the additive manufacturing (AM) process, microstructure and mechanical properties is crucial to overcome barriers in A…