Department Publications

2010s

2019

4. Machine-Learning Informed Representations for Grain Boundary Structures

   Eric R. Homer, Derek M. Hensley^†, Conrad W. Rosenbrock^†, Andrew H. Nguyen, and Gus L. W. Hart

   Found. Phys. 6, 168 (2019).
   
5. A robust algorithm for k-point grid generation and symmetry reduction

   Gus L W Hart, Jeremy J Jorgensen^†, Wiley S Morgan^†, and Rodney W Forcade

   J. Phys. Commun. 3 (6), 065009 (2019).
   
6. Machine-learned multi-system surrogate models for materials prediction

   Chandramouli Nyshadham^†, Matthias Rupp, Brayden Bekker^‡, Alexander V. Shapeev, Tim Mueller, Conrad W. Rosenbrock^†, … and Gus L. W. Hart (2 other authors)

   NPJ Comput. Mater. 5 (1), 51 (2019).
   
7. Accelerating high-throughput searches for new alloys with active learning of interatomic potentials

   Konstantin Gubaev, Evgeny V. Podryabinkin, Gus L.W. Hart, and Alexander V. Shapeev

   Comput. Mater. Sci. 156, 148-156 (2019).
   

^‡Undergraduate Student Author

^†Graduate Student Author