Search Results for author: Daniel Lewis

Found 2 papers, 0 papers with code

Image-driven discriminative and generative machine learning algorithms for establishing microstructure-processing relationships

no code implementations27 Jul 2020 Wufei Ma, Elizabeth Kautz, Arun Baskaran, Aritra Chowdhury, Vineet Joshi, Bülent Yener, Daniel Lewis

A binary alloy (uranium-molybdenum) that is currently under development as a nuclear fuel was studied for the purpose of developing an improved machine learning approach to image recognition, characterization, and building predictive capabilities linking microstructure to processing conditions.

An image-driven machine learning approach to kinetic modeling of a discontinuous precipitation reaction

no code implementations13 Jun 2019 Elizabeth Kautz, Wufei Ma, Saumyadeep Jana, Arun Devaraj, Vineet Joshi, Bülent Yener, Daniel Lewis

Here, we apply these well-established methods to develop an approach to microstructure quantification for kinetic modeling of a discontinuous precipitation reaction in a case study on the uranium-molybdenum system.

Classification General Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.