Published in ChemRxiv, 2020
[ChemRxiv] Under review in [Journal of Chemical Information and Modeling]
Recommended citation: Mariya Popova, Boris Ginsburg, Alexander Tropsha and Olexandr Isayev. "Openchem: deep learning toolkit for computational chemistry and drug design." (2020)
Published in ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020
Recommended citation: Oleksii Hrinchuk*, Mariya Popova* and Boris Ginsburg. "Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model." ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020.
Published in ArXiV, 2019
Recommended citation: Mariya Popova, Mykhailo Shvets, Junier Olica, Olexandr Isayev. "MolecularRNN: Generating realistic molecular graphs with optimized properties" arXiv preprint arXiv:1905.13372
Published in Science Advances, 2018
Recommended citation: Mariya Popova, Olexandr Isayev, and Alexander Tropsha. "Deep reinforcement learning for de novo drug design." Science advances 4.7 (2018): eaap7885.