Rapid protein assignments and structures from raw NMR spectra with the deep learning technique ARTINA

1 code implementation • 28 Jan 2022 • Piotr Klukowski, Roland Riek, Peter Güntert

ARTINA can be used by non-experts, reducing the effort for a protein assignment or structure determination by NMR essentially to the preparation of the sample and the spectra measurements.

Adversarial Autoencoders for Compact Representations of 3D Point Clouds

4 code implementations • 19 Nov 2018 • Maciej Zamorski, Maciej Zięba, Piotr Klukowski, Rafał Nowak, Karol Kurach, Wojciech Stokowiec, Tomasz Trzciński

Deep generative architectures provide a way to model not only images but also complex, 3-dimensional objects, such as point clouds.

3D Object Retrieval Clustering +4

Towards fully automated protein structure elucidation with NMR spectroscopy

no code implementations • 31 Jul 2018 • Piotr Klukowski, Adam Gonczarek

Nuclear magnetic resonance (NMR) spectroscopy is one of the leading techniques for protein studies.

Combinatorial Optimization