Mathew J. Cherukara

Machine learning enabled autonomous microstructural characterization in 3D samples

Henry Chan, Mathew J. Cherukara, Troy D. Loeffler et al. · npj Computational Materials · 2020 · 402 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Operando tribochemical formation of onion-like-carbon leads to macroscale superlubricity

Diana Berman, Badri Narayanan, Mathew J. Cherukara et al. · Nature Communications · 2018 · 304 citations · Full text

Engineering, Materials Engineering, Materials Science +17

Perovskite nickelates as electric-field sensors in salt water

Zhen Zhang, Derek K. Schwanz, Badri Narayanan et al. · Nature · 2017 · 220 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +13

Machine learning coarse grained models for water

Henry Chan, Mathew J. Cherukara, Badri Narayanan et al. · Nature Communications · 2019 · 192 citations · Full text

Natural Sciences, Chemistry, Physics +17

Machine Learning Classical Interatomic Potentials for Molecular Dynamics from First-Principles Training Data

Henry Chan, Badri Narayanan, Mathew J. Cherukara et al. · The Journal of Physical Chemistry C · 2019 · 144 citations · Full text

Natural Sciences, Materials Science, Physics +17