268 citations · 849 across the 7 of their papers we have counts for
3 papers · 1 filter
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics
Christopher Kuenneth, Rampi Ramprasad
Polymers are a vital part of everyday life. Their chemical universe is so large that it presents unprecedented opportunities as well as significant challenges to identify suitable…
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…
Bioplastic Design using Multitask Deep Neural Networks
Christopher Kuenneth, Jessica Lalonde, Babetta L. Marrone +3
Non-degradable plastic waste stays for decades on land and in water, jeopardizing our environment; yet our modern lifestyle and current technologies are impossible to sustain witho…