activity
20172026
most citedOn-the-fly Closed-loop Autonomous Materials Discovery via Bayesian Active Learning

549 citations · 1.7k across the 44 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cond-mat.mtrl-sci2021

Reflections on the future of machine learning for materials research

Naohiro Fujinuma, Brian L. DeCost, Jason Hattrick-Simpers +1

Applied machine learning (ML) has rapidly spread throughout the physical sciences; in fact, ML-based data analysis and experimental decision-making has become commonplace. We sugge…

cond-mat.mtrl-sci2021★ 3 cited

Accelerated Discovery of Molten Salt Corrosion-resistant Alloy by High-throughput Experimental and Modeling Methods Coupled to Data Analytics

Yafei Wang, Bonita Goh, Phalgun Nelaturu +10

Insufficient availability of molten salt corrosion-resistant alloys severely limits the fruition of a variety of promising molten salt technologies that could otherwise have signif…