Boris Sattarov

Improving Chemical Autoencoder Latent Space and Molecular De Novo Generation Diversity with Heteroencoders

Esben Jannik Bjerrum, Boris Sattarov · Biomolecules · 2018 · 193 citations · Full text

Engineering, Autoencoders, Molecular Biology +16

De Novo Molecular Design by Combining Deep Autoencoder Recurrent Neural Networks with Generative Topographic Mapping

Boris Sattarov, Igor I. Baskin, Dragos Horvath et al. · Journal of Chemical Information and Modeling · 2019 · 166 citations

Engineering, Molecular Libraries, De Novo Drug Design +15

From Target to Drug: Generative Modeling for the Multimodal Structure-Based Ligand Design

Miha Škalič, Davide Sabbadin, Boris Sattarov et al. · Molecular Pharmaceutics · 2019 · 135 citations

Learning To Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning

Sai Krishna Gottipati, Boris Sattarov, Sufeng Niu et al. · PolyPublie (École Polytechnique de Montréal) · 2020 · 52 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Learning To Navigate The Synthetically Accessible Chemical Space Using\n Reinforcement Learning

Sai Krishna Gottipati, Boris Sattarov, Sufeng Niu et al. · arXiv (Cornell University) · 2020 · 43 citations · Full text