Anton O. Oliynyk

Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices

Anthony Wang, Ryan Murdock, Steven K. Kauwe et al. · Chemistry of Materials · 2020 · 434 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

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

Machine Learning Directed Search for Ultraincompressible, Superhard Materials

Aria Mansouri Tehrani, Anton O. Oliynyk, Marcus Parry et al. · Journal of the American Chemical Society · 2018 · 338 citations

Materials Science, Materials Engineering, Crystal Structure +14

Identifying an efficient, thermally robust inorganic phosphor host via machine learning

Ya Zhuo, Aria Mansouri Tehrani, Anton O. Oliynyk et al. · Nature Communications · 2018 · 335 citations · Full text

How To Optimize Materials and Devices <i>via</i> Design of Experiments and Machine Learning: Demonstration Using Organic Photovoltaics

Bing Cao, Lawrence A. Adutwum, Anton O. Oliynyk et al. · ACS Nano · 2018 · 309 citations · Full text

Engineering, Machine Learning, Organic Solar Cell +16