Christopher Künneth

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 7

Top Topics

Gaussian Processes

Natural Language Processing

Data Extraction

Top Venues

Publications

Christopher Künneth, Rampi Ramprasad
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics. CoRR (2022)
Christopher Künneth, Jessica Lalonde, Babetta L. Marrone, Carl N. Iverson, Rampi Ramprasad, Ghanshyam Pilania
Bioplastic Design using Multitask Deep Neural Networks. CoRR (2022)
Pranav Shetty, Arunkumar Chitteth Rajan, Christopher Künneth, Sonkakshi Gupta, Lakshmi Prerana Panchumarti, Lauren Holm, Chao Zhang, Rampi Ramprasad
A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing. CoRR (2022)
Christopher Künneth, Arunkumar Chitteth Rajan, Huan Tran, Lihua Chen, Chiho Kim, Rampi Ramprasad
Polymer informatics with multi-task learning. Patterns 2 (4) (2021)
Christopher Künneth, William Schertzer, Rampi Ramprasad
Copolymer Informatics with Multi-Task Deep Neural Networks. CoRR (2021)
Lihua Chen, Ghanshyam Pilania, Rohit Batra, Tran Doan Huan, Chiho Kim, Christopher Künneth, Rampi Ramprasad
Polymer Informatics: Current Status and Critical Next Steps. CoRR (2020)
Christopher Künneth, Arunkumar Chitteth Rajan, Huan Tran, Lihua Chen, Chiho Kim, Rampi Ramprasad
Polymer Informatics with Multi-Task Learning. CoRR (2020)