Brian DeCost

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 5

Top Topics

Material Properties

Surface Defects

Materials Science

Top Venues

Mach. Learn. Sci. Technol.

J. Chem. Inf. Model.

Publications

Francesca Tavazza, Kamal Choudhary, Brian DeCost
Approaches for Uncertainty Quantification of AI-predicted Material Properties: A Comparison. CoRR (2023)
Kamal Choudhary, Ramya Gurunathan, Brian DeCost, Adam J. Biacchi
AtomVision: A Machine Vision Library for Atomistic Images. J. Chem. Inf. Model. 63 (6) (2023)
A. Gilad Kusne, Austin McDannald, Brian DeCost
Learning material synthesis-structure-property relationship by data fusion: Bayesian Co-regionalization N-Dimensional Piecewise Function Learning. CoRR (2023)
Brian DeCost, Jason Hattrick-Simpers, Zachary Trautt, Aaron Gilad Kusne, Eva Campo, Martin Green
Scientific AI in materials science: a path to a sustainable and scalable paradigm. Mach. Learn. Sci. Technol. 1 (3) (2020)
Julia Ling, Maxwell Hutchinson, Erin Antono, Brian DeCost, Elizabeth A. Holm, Bryce Meredig
Building Data-driven Models with Microstructural Images: Generalization and Interpretability. CoRR (2017)