265 citations · 457 across the 6 of their papers we have counts for
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cond-mat.soft2020
Polymers for Extreme Conditions Designed Using Syntax-Directed Variational Autoencoders
Rohit Batra, Hanjun Dai, Tran Doan Huan +5
The design/discovery of new materials is highly non-trivial owing to the near-infinite possibilities of material candidates, and multiple required property/performance objectives.…
cond-mat.soft2020★ 265 cited
Polymer Informatics: Current Status and Critical Next Steps
Lihua Chen, Ghanshyam Pilania, Rohit Batra +4
Artificial intelligence (AI) based approaches are beginning to impact several domains of human life, science and technology. Polymer informatics is one such domain where AI and mac…