246 citations · 987 across the 26 of their papers we have counts for
3 papers · 1 filter
What machine learning can do for computational solid mechanics
Siddhant Kumar, Dennis M. Kochmann
Machine learning has found its way into almost every area of science and engineering, and we are only at the beginning of its exploration across fields. Being a popular, versatile…
Strengthening magnesium by design: integrating alloying and dynamic processing
Suhas Eswarappa Prameela, Peng Yi, Yannick Hollenweger +6
Magnesium (Mg) has the lowest density of all structural metals and has excellent potential for wide use in structural applications. While pure Mg has inferior mechanical properties…
Nonequilibrium thermomechanics of Gaussian phase packet crystals: application to the quasistatic quasicontinuum method
Prateek Gupta, Michael Ortiz, Dennis M. Kochmann
The quasicontinuum method was originally introduced to bridge across length scales -- from atomistics to significantly larger continuum scales -- thus overcoming a key limitation o…