27 citations · 27 across the 1 of their papers we have counts for
2 papers
physics.comp-ph2018
Efficient Phase Diagram Sampling by Active Learning
Chengyu Dai, Isaac R. Bruss, Sharon C. Glotzer
We address the problem of efficient phase diagram sampling by adopting active learning techniques from machine learning, and achieve an 80% reduction in the sample size (number of…
cs.LG2017★ 27 cited
A Data Science Approach to Understanding Residential Water Contamination in Flint
Alex Chojnacki, Chengyu Dai, Arya Farahi +5
When the residents of Flint learned that lead had contaminated their water system, the local government made water-testing kits available to them free of charge. The city governmen…