118 citations · 170 across the 4 of their papers we have counts for
Showing cond-mat.mtrl-sciShow all
2 papers · 1 filter
cond-mat.mtrl-sci2022★ 118 cited
Polymer informatics at-scale with multitask graph neural networks
Rishi Gurnani, Christopher Kuenneth, Aubrey Toland +1
Artificial intelligence-based methods are becoming increasingly effective at screening libraries of polymers down to a selection that is manageable for experimental inquiry. The va…
cond-mat.mtrl-sci2020★ 45 cited
Database, Features, and Machine Learning Model to Identify Thermally Driven Metal-Insulator Transition Compounds
Alexandru B. Georgescu, Peiwen Ren, Aubrey R. Toland +6
Metal-insulator transition (MIT) compounds are materials that may exhibit insulating or metallic behavior, depending on the physical conditions, and are of immense fundamental inte…