Scott A. Roberts

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Design Decisions

Segmentation Accuracy

Bayesian Analysis

Top Venues

J. Comput. Phys.

Publications

Jonas A. Actor, Xiaozhe Hu, Andy Huang, Scott A. Roberts, Nathaniel Trask
Data-driven Whitney forms for structure-preserving control volume analysis. J. Comput. Phys. 496 (2024)
Shuai Jiang, Jonas A. Actor, Scott A. Roberts, Nathaniel Trask
A Structure-Preserving Domain Decomposition Method for Data-Driven Modeling. CoRR (2024)
Lincoln N. Collins, Scott A. Roberts
Mesoscale simulation of woven composite design decisions. CoRR (2021)
Michael C. Krygier, Tyler LaBonte, Carianne Martinez, Chance Norris, Krish Sharma, Lincoln N. Collins, Partha P. Mukherjee, Scott A. Roberts
Quantifying the Unknown: Impact of Segmentation Uncertainty on Image-Based Simulations. CoRR (2020)
Tyler LaBonte, Carianne Martinez, Scott A. Roberts
We Know Where We Don't Know: 3D Bayesian CNNs for Uncertainty Quantification of Binary Segmentations for Material Simulations. CoRR (2019)
Carianne Martinez, Kevin M. Potter, Matthew D. Smith, Emily A. Donahue, Lincoln Collins, John P. Korbin, Scott A. Roberts
Segmentation Certainty Through Uncertainty: Uncertainty-Refined Binary Volumetric Segmentation Under Multifactor Domain Shift. CVPR Workshops (2019)
Scott A. Roberts, Hector Mendoza, Victor E. Brunini, David R. Noble
A verified conformal decomposition finite element method for implicit, many-material geometries. J. Comput. Phys. 375 (2018)