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AI Advances the Discovery of New Rare-Earth Compounds

Artificial intelligence advances how scientists explore materials. Researchers from Ames Laboratory and Texas A&M University trained a machine-learning (ML) model to assess the stability of rare-earth compounds. ....

United States , Yaroslav Mudryk , Raymundo Arroyave , Guillermo Vazquez , Laura Thomsonmar , Acta Materialia , Texasam University , Ames Laboratory , Ames Laboratory Scientist Prashant Singh , Laboratory Directed Research , Iowa State University , Games Lab , Development Program , Ames Laboratory Rare Earth , Edel Rose ,

Artificial Intelligence to Assess the Stability of Rare-Earth Compounds

Artificial intelligence is improving the way scientists investigate materials. A machine-learning (ML) model was trained by researchers from Ames Laboratory and Texas A&M University to assess the stability of rare-earth compounds. ....

United States , Yaroslav Mudryk , Raymundo Arroyave , Guillermo Vazquez , Prashant Singh , Acta Materialia , Texasam University , Ames Laboratory , Laboratory Directed Research , Development Program , Ames Laboratory Rare Earth , Iowa State University , Artificial Intelligence Model , Edel Rose , Project Supervisor ,

AIME-TMS Anniversary Keynote Presentations


About the Presentation
In this talk, which was delivered at the
TMS Light Metals Division Awards Ceremony & Special Lecture at TMS2021 Virtual, Easton discussed challenges to the processes of near net shape manufacturing and how some of the themes of this research can travel from one manufacturing technology to the next.
Materials Processing & Manufacturing Division
Presenter:
Co-Author: Tanner Kirk, Texas A&M University
About the Presentation
How big is the available feasible alloy space in high-entropy alloys (HEAs)? That is the question this invited talk from the
Computational Thermodynamics and Kinetics Symposium at TMS2021 Virtual sets out to answer.
Applying Additive Manufacturing Itself as a High-throughput Tool to Accelerate Heat Treatment Design of Additively Manufactured Alloys ....

United States , Oak Ridge , Diran Apelian , Raymond Decker , Hkun Li , Frank Santaguida , Raymundo Arroyave , Mark Easton , Enrique Lavernia , Dierk Raabe , Yunhao Zhao , Noah Sargent , Benjamin Macdonald , Cheng Zhang , Wei Xiong , Tanner Kirk , Sarbajit Banerjee , University Of California , American Institute Of Mining , Materials Division , Extraction Processing Division , Materials Processing Manufacturing Division , Light Metals Division Awards Ceremony Special , University Of Michigan , Petroleum Engineers , University Of Pittsburgh ,