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Rocío Mercado

1 accepted papers

2022

Amortized Tree Generation for Bottom-up Synthesis Planning and Synthesizable Molecular Design

ICLR 2022spotlight

Molecular design and synthesis planning are two critical steps in the process of molecular discovery that we propose to formulate as a single shared task of conditional synthetic pathway generation. We report an amortized approach to generate synthetic pathways as a Markov decision process condition…