2 code implementations • 29 Sep 2022 • Christopher Kuenneth, Rampi Ramprasad
polyBERT is a chemical linguist that treats the chemical structure of polymers as a chemical language.
1 code implementation • 27 Sep 2022 • Pranav Shetty, Arunkumar Chitteth Rajan, Christopher Kuenneth, Sonkakshi Gupta, Lakshmi Prerana Panchumarti, Lauren Holm, Chao Zhang, Rampi Ramprasad
The ever-increasing number of materials science articles makes it hard to infer chemistry-structure-property relations from published literature.
1 code implementation • 25 Mar 2021 • Christopher Kuenneth, William Schertzer, Rampi Ramprasad
Polymer informatics tools have been recently gaining ground to efficiently and effectively develop, design, and discover new polymers that meet specific application needs.
1 code implementation • 22 Mar 2022 • Christopher Kuenneth, Jessica Lalonde, Babetta L. Marrone, Carl N. Iverson, Rampi Ramprasad, Ghanshyam Pilania
The developed multitask polymer property predictors are made available as a part of the Polymer Genome project at https://PolymerGenome. org.
no code implementations • 1 Nov 2020 • Lihua Chen, Ghanshyam Pilania, Rohit Batra, Tran Doan Huan, Chiho Kim, Christopher Kuenneth, Rampi Ramprasad
Artificial intelligence (AI) based approaches are beginning to impact several domains of human life, science and technology.