Rapid discovery of high hardness multi-principal-element alloys using a generative adversarial network model
Ankit Roy, Aqmar Hussain, Prince Sharma, Ganesh Balasubramanian, M. F. N. Taufique, Ram Devanathan, Prashant Singh, D. D. Johnson
Topics & Concepts
Materials scienceMaterials informaticsChemical spaceGenerative grammarStability (learning theory)Artificial neural networkFrame (networking)Principal component analysisProcess (computing)Artificial intelligenceComputer scienceMachine learningMechanical engineeringHealth informaticsEngineeringEngineering informaticsBioinformaticsOperating systemNursingMedicineBiologyDrug discoveryPublic healthHigh Entropy Alloys StudiesMachine Learning in Materials ScienceAdditive Manufacturing Materials and Processes