1 citations · 1 across the 1 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2026
Microstructural Generative Inverse Models for Additive Manufacturing Digital Twins
Pablo Luna Falcon, Jason Mayeur, Amirkoushyar Ziabari +2
Metal additive manufacturing (AM) offers substantial advantages to the fabrication of complex structural components, but its widespread adoption is slowed due to complexities in th…
cs.CE2024★ 1 cited
Self-supervised feature distillation and design of experiments for efficient training of micromechanical deep learning surrogates
Patxi Fernandez-Zelaia, Jason Mayeur, Jiahao Cheng +3
Machine learning surrogate emulators are needed in engineering design and optimization tasks to rapidly emulate computationally expensive physics-based models. In micromechanics pr…