Logan Ward

A general-purpose machine learning framework for predicting properties of inorganic materials

Logan Ward, Ankit Agrawal, Alok Choudhary et al. · npj Computational Materials · 2016 · 1.6K citations · Full text

Matminer: An open source toolkit for materials data mining

Logan Ward, Alexander Dunn, Alireza Faghaninia et al. · Computational Materials Science · 2018 · 926 citations · Full text

Materials Science, Open Source Toolkit, Engineering +8

Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments

Fang Ren, Logan Ward, Travis Williams et al. · Science Advances · 2018 · 513 citations · Full text

ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition

Dipendra Jha, Logan Ward, Arindam Paul et al. · Scientific Reports · 2018 · 469 citations · Full text

Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations

Logan Ward, Ruoqian Liu, Amar Krishna et al. · Physical review. B./Physical review. B · 2017 · 415 citations

Crystal Structure, Engineering, Machine Learning +22