Prati
Maria Korshunova
Maria Korshunova
Deep Learning Scientist @ NVIDIA
Potvrđena adresa e-pošte na nvidia.com - Početna stranica
Naslov
Citirano
Citirano
Godina
Deep reinforcement learning for de novo drug design
M Popova, O Isayev, A Tropsha
Science advances 4 (7), eaap7885, 2018
10572018
Nemo: a toolkit for building ai applications using neural modules
O Kuchaiev, J Li, H Nguyen, O Hrinchuk, R Leary, B Ginsburg, S Kriman, ...
arXiv preprint arXiv:1909.09577, 2019
1962019
MolecularRNN: Generating realistic molecular graphs with optimized properties
M Popova, M Shvets, J Oliva, O Isayev
arXiv preprint arXiv:1905.13372, 2019
1442019
Correction of automatic speech recognition with transformer sequence-to-sequence model
O Hrinchuk, M Popova, B Ginsburg
Icassp 2020-2020 ieee international conference on acoustics, speech and …, 2020
792020
Crowdsourced mapping of unexplored target space of kinase inhibitors
A Cichońska, B Ravikumar, RJ Allaway, F Wan, S Park, O Isayev, S Li, ...
Nature communications 12 (1), 3307, 2021
612021
OpenChem: a deep learning toolkit for computational chemistry and drug design
M Korshunova, B Ginsburg, A Tropsha, O Isayev
Journal of Chemical Information and Modeling 61 (1), 7-13, 2021
602021
Generative and reinforcement learning approaches for the automated de novo design of bioactive compounds
M Korshunova, N Huang, S Capuzzi, DS Radchenko, O Savych, ...
Communications Chemistry 5 (1), 129, 2022
28*2022
ProT-VAE: Protein Transformer Variational AutoEncoder for Functional Protein Design
E Sevgen, J Moller, A Lange, J Parker, S Quigley, J Mayer, P Srivastava, ...
bioRxiv, 2023.01. 23.525232, 2023
72023
Building superposition of deep learning neural networks for solving the problem of time series classification
MS Popova, V Strijov
Sistemy i Sredstva Informatiki [Systems and Means of Informatics] 25 (3), 60-77, 2015
32015
Metric time series classification using dynamic warping relative to centroids of classes
AV Goncharov, MS Popova, V Strijov
Sistemy i Sredstva Informatiki [Systems and Means of Informatics] 25 (4), 52-64, 2015
32015
CMU-CB-22-101 De novo design of new chemical entities with AI methods
M Korshunova
De novo design of new chemical entities with AI methods
M Korshunova
Carnegie Mellon University, 0
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