3 papers
cond-mat.mtrl-sci2025
Active Learning Discovery of High Temperature Oxidation Resistant Refractory Complex Concentrated Alloys
Akhil Bejjipurapu, Sharmila Karumuri, Joseph C. Flanagan +5
Refractory complex concentrated alloys (RCCAs) are of significant interest for advanced high-temperature applications, owing to their broad compositional range and potential for at…
cond-mat.mtrl-sci2025
Machine learning descriptors for predicting the high temperature oxidation of refractory complex concentrated alloys
Akhil Bejjipurapu, Alejandro Strachan, Kenneth H. Sandhage +1
Refractory Complex Concentrated Alloys (RCCAs) can exhibit exceptional high-temperature strength, making such alloys promising candidates for high-temperature structural applicatio…
cs.AI2025
A collaborative digital twin built on FAIR data and compute infrastructure
Thomas M. Deucher, Juan C. Verduzco, Michael Titus +1
The integration of machine learning with automated experimentation in self-driving laboratories (SDL) offers a powerful approach to accelerate discovery and optimization tasks in s…