Maxwell Hutchinson

Can machine learning identify the next high-temperature superconductor? Examining extrapolation performance for materials discovery

Bryce Meredig, Erin Antono, Carena Church et al. · Molecular Systems Design & Engineering · 2018 · 242 citations · Full text

Superconducting Material, Engineering, Machine Learning +22

VASP on a GPU: Application to exact-exchange calculations of the stability of elemental boron

Maxwell Hutchinson, Michael Widom · Computer Physics Communications · 2012 · 166 citations · Full text

Boron Nitride, Engineering, Physics +13

LIBXSMM: Accelerating Small Matrix Multiplications by Runtime Code Generation

Alexander Heinecke, Greg Henry, Maxwell Hutchinson et al. · 2016 · 121 citations

Engineering, Compiler Technology, Computer Architecture +18

Building data-driven models with microstructural images: Generalization and interpretability

Julia Ling, Maxwell Hutchinson, Erin Antono et al. · Materials Discovery · 2017 · 95 citations

Engineering, Image Analysis, Data Science +4

On the Strong Scaling of the Spectral Element Solver Nek5000 on Petascale Systems

Nicolas Offermans, Oana Marin, Michel Schanen et al. · 2016 · 68 citations · Full text

Numerical Analysis, Spectral Theory, Cluster Computing +31