Brian L DeCost (Brian DeCost)

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Venues

Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada

The Journal of chemical physics

Journal of chemical information and modeling

Carnegie Mellon University

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Carnegie Mellon University Sep 01 2016

United States

Postdoctoral Research Associate :: Materials Science and Engineering

Publications

Kangming Li, Daniel Persaud, Kamal Choudhary, Brian L DeCost, Michael Greenwood, Jason R Hattrick-Simpers
Publisher Correction: Exploiting redundancy in large materials datasets for efficient machine learning with less data. Nature communications 15 (1) (2024)
Kangming Li, Daniel Persaud, Kamal Choudhary, Brian L DeCost, Michael Greenwood, Jason R Hattrick-Simpers
Publisher Correction: Exploiting redundancy in large materials datasets for efficient machine learning with less data. Nature communications 15 (1) (2024)
Kamal Choudhary, Ramya Gurunathan, Brian L DeCost, Adam J Biacchi
AtomVision: A Machine Vision Library for Atomistic Images. Journal of chemical information and modeling (2023)
Kangming Li, Daniel Persaud, Kamal Choudhary, Brian L DeCost, Michael Greenwood, Jason R Hattrick-Simpers
Exploiting redundancy in large materials datasets for efficient machine learning with less data. Nature communications 14 (1) (2023)
Debra J Audus, Austin McDannald, Brian L DeCost
Leveraging Theory for Enhanced Machine Learning. ACS macro letters 11 (9) (2022)
Francesca Tavazza, Brian L DeCost, Kamal Choudhary
Uncertainty Prediction for Machine Learning Models of Material Properties. ACS omega 6 (48) (2021)
Katherine Lei, Howie Joress, Nils Persson, Jason R Hattrick-Simpers, Brian L DeCost
Aggressively optimizing validation statistics can degrade interpretability of data-driven materials models. The Journal of chemical physics 155 (5) (2021)
Brian L DeCost, Bo Lei, Toby Francis, Elizabeth A Holm
High Throughput Quantitative Metallography for Complex Microstructures Using Deep Learning: A Case Study in Ultrahigh Carbon Steel. Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada 25 (1) (2019)

Brian L DeCost.css-eqlu8i{font-size:small;padding-left:4px;} (Brian DeCost)

Publication Activity (10 Years)

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Brian L DeCost (Brian DeCost)