Search Results for author: Jade Shi

Found 2 papers, 0 papers with code

SentRNA: Improving computational RNA design by incorporating a prior of human design strategies

no code implementations8 Mar 2018 Jade Shi, Rhiju Das, Vijay S. Pande

Here we present a novel approach to the RNA design problem, SentRNA, a design agent consisting of a fully-connected neural network trained end-to-end using human-designed RNA sequences.

Retrosynthetic reaction prediction using neural sequence-to-sequence models

no code implementations6 Jun 2017 Bowen Liu, Bharath Ramsundar, Prasad Kawthekar, Jade Shi, Joseph Gomes, Quang Luu Nguyen, Stephen Ho, Jack Sloane, Paul Wender, Vijay Pande

We describe a fully data driven model that learns to perform a retrosynthetic reaction prediction task, which is treated as a sequence-to-sequence mapping problem.

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