Michał Walczak

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems

Laura von Rueden, Sebastian Mayer, Katharina Beckh et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 780 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Interaction prediction in structure-based virtual screening using deep learning

Adam Gonczarek, Jakub M. Tomczak, Szymon Zaręba et al. · Computers in Biology and Medicine · 2017 · 108 citations · Full text

Life Sciences, Computer Science, Medicinal Chemistry +13

NMRNet: a deep learning approach to automated peak picking of protein NMR spectra

Piotr Klukowski, Michał Augoff, Maciej Zięba et al. · Bioinformatics · 2018 · 94 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +15

Reaction–Diffusion Patterning of DNA-Based Artificial Cells

Adrian Leathers, Michał Walczak, Ryan A. Brady et al. · Journal of the American Chemical Society · 2022 · 68 citations · Full text

Engineering, Bioengineering, Biological Engineering +17

Responsive core-shell DNA particles trigger lipid-membrane disruption and bacteria entrapment

Michał Walczak, Ryan A. Brady, Leonardo Mancini et al. · Nature Communications · 2021 · 53 citations · Full text

Life Sciences, Biotechnology, Molecular Biology +17