Benjamín Sánchez-Lengeling

Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules.

Rafael Gómez‐Bombarelli, Jennifer N. Wei, David Duvenaud et al. · Apollo (University of Cambridge) · 2018 · 2K citations · Full text

Rational design of layered oxide materials for sodium-ion batteries

Chenglong Zhao, Qidi Wang, Zhenpeng Yao et al. · Science · 2020 · 1.3K citations

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

Gabriel Lima Guimaraes, Benjamín Sánchez-Lengeling · arXiv (Cornell University) · 2017 · 494 citations · Full text

Artificial Intelligence, Data Generation, Music +13

Reinforced Adversarial Neural Computer for <i>de Novo</i> Molecular Design

Evgeny Putin, Arip Asadulaev, Yan A. Ivanenkov et al. · Journal of Chemical Information and Modeling · 2018 · 374 citations · Full text

Drug Target, Engineering, Machine Learning +18

Inverse design of nanoporous crystalline reticular materials with deep generative models

Zhenpeng Yao, Benjamín Sánchez-Lengeling, N. Scott Bobbitt et al. · Nature Machine Intelligence · 2021 · 359 citations · Full text

Materials Science, Engineering, Nanoporous Material +9