A machine learning aided interpretable model for rupture strength prediction in Fe-based martensitic and austenitic alloys

por Mamun, Osman, Wenzlick, Madison, Hawk, Jeffrey, Devanathan, Ram
Publicado 2021

Molecular Dynamics Simulations Reveal that Water Diffusion between Graphene Oxide Layers is Slow

por Devanathan, Ram, Chase-Woods, Dylan, Shin, Yongsoon, Gotthold, David W.
Publicado 2016

Uncertainty quantification for Bayesian active learning in rupture life prediction of ferritic steels

por Mamun, Osman, Taufique, M. F. N., Wenzlick, Madison, Hawk, Jeffrey, Devanathan, Ram
Publicado 2022

Energy-dispersive X-ray spectroscopy and atom-probe tomography data quantifying component-ratios of multicomponent nano-precipitates in ion-irradiated ceria

por Kruska, Karen, Jiang, Weilin, Wang, Xuemei, Shao, Lin, Riley, Brian J., Devanathan, Ram
Publicado 2021

Machine learning assisted prediction of the Young’s modulus of compositionally complex alloys

por Khakurel, Hrishabh, Taufique, M. F. N., Roy, Ankit, Balasubramanian, Ganesh, Ouyang, Gaoyuan, Cui, Jun, Johnson, Duane D., Devanathan, Ram
Publicado 2021

Highly Selective Supported Graphene Oxide Membranes for Water-Ethanol Separation

por Shin, Yongsoon, Taufique, Mohammad Fuad Nur, Devanathan, Ram, Cutsforth, Erika C., Lee, Jaewon, Liu, Wei, Fifield, Leonard S., Gotthold, David W.
Publicado 2019