1. Efficient Materials Informatics between Rockets and Electrons Open Access Author: Krajewski, Adam Title: Efficient Materials Informatics between Rockets and Electrons Graduate Program: Materials Science and Engineering Keywords: materials informaticsmaterials discoveryscientific computingmachine learningartificial intelligencedatabase designhigh entropy alloyscompositionally complex materialsfunctionally graded materialsextreme environmentshypersonicsdata driventhermodynamicsgraphscompositional spacespythonnimCALPHADHEAFGMULTERApySIPFENNMPDDalloy designinverse design File: Download SelectedSourceCodes.zipDownload PhD_Dissertation_Submitted.pdf Committee Members: John Mauro, Program Head/ChairZi-Kui Liu, Chair, Minor Member & Dissertation AdvisorAllison Beese, Major Field MemberWenrui Hao, Outside Unit & Field MemberIsmaila Dabo, Major Field Member