Agnieszka Pocha

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 7

Top Topics

Markov Chain Monte Carlo

Generative Model

Top Venues

J. Cheminformatics

Comput. Biol. Medicine

J. Chem. Inf. Model.

Publications

Agnieszka Pocha, Tomasz Danel, Sabina Podlewska, Jacek Tabor, Lukasz Maziarka
Comparison of Atom Representations in Graph Neural Networks for Molecular Property Prediction. IJCNN (2021)
Krzysztof Misztal, Agnieszka Pocha, Martyna Durak-Kozica, Michal Wator, Aleksandra Kubica-Misztal, Marcin Hartel
The importance of standardisation - COVID-19 CT & Radiograph Image Data Stock for deep learning purpose. Comput. Biol. Medicine 127 (2020)
Agnieszka Pocha, Tomasz Danel, Lukasz Maziarka
Comparison of Atom Representations in Graph Neural Networks for Molecular Property Prediction. CoRR (2020)
Stanislaw Jastrzebski, Maciej Szymczak, Agnieszka Pocha, Stefan Mordalski, Jacek Tabor, Andrzej J. Bojarski, Sabina Podlewska
Emulating Docking Results Using a Deep Neural Network: A New Perspective for Virtual Screening. J. Chem. Inf. Model. 60 (9) (2020)
Lukasz Maziarka, Agnieszka Pocha, Jan Kaczmarczyk, Krzysztof Rataj, Tomasz Danel, Michal Warchol
Mol-CycleGAN: a generative model for molecular optimization. J. Cheminformatics 12 (1) (2020)
Lukasz Maziarka, Agnieszka Pocha, Jan Kaczmarczyk, Krzysztof Rataj, Michal Warchol
Mol-CycleGAN - A Generative Model for Molecular Optimization. ICANN (Workshop) (2019)
Lukasz Maziarka, Agnieszka Pocha, Jan Kaczmarczyk, Krzysztof Rataj, Michal Warchol
Mol-CycleGAN - a generative model for molecular optimization. CoRR (2019)