Insufficient availability of molten salt corrosion-resistant alloys severely limits the fruition of a variety of promising molten salt technologies that could otherwise have significant societal impacts. To accelerate alloy development for molten salt applications and develop fundamental understanding of corrosion in these environments, here we present an integrated approach using a set of high-throughput alloy synthesis, corrosion testing, and modeling coupled with automated characterization and machine learning. By using this approach, a broad range of Cr-Fe-Mn-Ni alloys were evaluated for their corrosion resistances in molten salt simultaneously demonstrating that corrosion-resistant alloy development can be accelerated by thousands of times. Based on the obtained results, we unveiled a sacrificial mechanism in the corrosion of Cr-Fe-Mn-Ni alloys in molten salts which can be applied to protect the less unstable elements in the alloy from being depleted, and provided new insights on the design of high-temperature molten salt corrosion-resistant alloys.
@article{arxiv.2104.10235,
title = {Accelerated Discovery of Molten Salt Corrosion-resistant Alloy by High-throughput Experimental and Modeling Methods Coupled to Data Analytics},
author = {Yafei Wang and Bonita Goh and Phalgun Nelaturu and Thien Duong and Najlaa Hassan and Raphaelle David and Michael Moorehead and Santanu Chaudhuri and Adam Creuziger and Jason Hattrick-Simpers and Dan J. Thoma and Kumar Sridharan and Adrien Couet},
journal= {arXiv preprint arXiv:2104.10235},
year = {2021}
}