1 citations · 1 across the 2 of their papers we have counts for
3 papers
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…
Toward a Foundation Plug-and-Play Prior for Computed Tomography Reconstruction via a Multimodal Diffusion Model
Haley Duba-Sullivan, Patxi Fernandez-Zelaia, Obaidullah Rahman +1
Computed tomography (CT) throughput is limited by scan time, which grows with both the number of projections acquired and the detector integration time for each projection. Reconst…
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…