Erin Antono

High-Throughput Machine-Learning-Driven Synthesis of Full-Heusler Compounds

Anton O. Oliynyk, Erin Antono, Taylor D. Sparks et al. · Chemistry of Materials · 2016 · 388 citations · Full text

Combinatorial Chemistry, Crystal Structure, Engineering +19

The chemical and structural origin of efficient p-type doping in P3HT

Duc T. Duong, Chenchen Wang, Erin Antono et al. · Organic Electronics · 2013 · 310 citations

Materials Science, Inorganic Chemistry, Structural Origin +9

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

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

Overcoming data scarcity with transfer learning

Maxwell L. Hutchinson, Erin Antono, Brenna M. Gibbons et al. · arXiv (Cornell University) · 2017 · 79 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16