Search Results for author: Christopher Kuenneth

Found 5 papers, 3 papers with code

polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics

2 code implementations29 Sep 2022 Christopher Kuenneth, Rampi Ramprasad

polyBERT is a chemical linguist that treats the chemical structure of polymers as a chemical language.

Language Modelling

Bioplastic Design using Multitask Deep Neural Networks

1 code implementation22 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.

Copolymer Informatics with Multi-Task Deep Neural Networks

1 code implementation25 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.

Meta-Learning Multi-Task Learning

Polymer Informatics: Current Status and Critical Next Steps

no code implementations1 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.

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