265 citations · 403 across the 3 of their papers we have counts for
4 papers
Machine learning in nuclear materials research
Dane Morgan, Ghanshyam Pilania, Adrien Couet +3
Nuclear materials are often demanded to function for extended time in extreme environments, including high radiation fluxes and transmutation, high temperature and temperature grad…
Tuning magnetic and optical properties through strain in epitaxial LaCrO3 thin films
Yogesh Sharma, Binod Paudel, Jegon Lee +7
We report on the effect of epitaxial strain on magnetic and optical properties of perovskite LaCrO3 (LCO) single crystal thin films. Epitaxial LCO thin films are grown by pulsed la…
Polymer Informatics: Current Status and Critical Next Steps
Lihua Chen, Ghanshyam Pilania, Rohit Batra +4
Artificial intelligence (AI) based approaches are beginning to impact several domains of human life, science and technology. Polymer informatics is one such domain where AI and mac…
Machine Learning and Materials Informatics: Recent Applications and Prospects
Rampi Ramprasad, Rohit Batra, Ghanshyam Pilania +2
Propelled partly by the Materials Genome Initiative, and partly by the algorithmic developments and the resounding successes of data-driven efforts in other domains, informatics st…