A verified conformal decomposition finite element method for implicit, many-material geometries. - Scott A. Roberts; Hector Mendoza; Victor E. Brunini; David R. Noble (J. Comput. Phys., 2018)

Segmentation Certainty Through Uncertainty: Uncertainty-Refined Binary Volumetric Segmentation Under Multifactor Domain Shift. - Carianne Martinez; Kevin M. Potter; Matthew D. Smith 002; Emily A. Donahue; Lincoln Collins; John P. Korbin; Scott A. Roberts (CVPR Workshops, 2019)

We Know Where We Don't Know: 3D Bayesian CNNs for Uncertainty Quantification of Binary Segmentations for Material Simulations. - Tyler LaBonte; Carianne Martinez; Scott A. Roberts (CoRR, 2019)

Quantifying the Unknown: Impact of Segmentation Uncertainty on Image-Based Simulations. - Michael C. Krygier; Tyler LaBonte; Carianne Martinez; Chance Norris; Krish Sharma; Lincoln N. Collins; Partha P. Mukherjee; Scott A. Roberts (CoRR, 2020)

Mesoscale simulation of woven composite design decisions. - Lincoln N. Collins; Scott A. Roberts (CoRR, 2021)

A Structure-Preserving Domain Decomposition Method for Data-Driven Modeling. - Shuai Jiang; Jonas A. Actor; Scott A. Roberts; Nathaniel Trask (CoRR, 2024)

Data-driven Whitney forms for structure-preserving control volume analysis. - Jonas A. Actor; Xiaozhe Hu; Andy Huang; Scott A. Roberts; Nathaniel Trask (J. Comput. Phys., 2024)