46 citations · 75 across the 4 of their papers we have counts for
5 papers
FOSY: Segmental Backbone Assignment in Intrinsically Disordered Proteins
Dmitry M. Lesovoy, Tatiana Agback, Panagiota S. Georgoulia +3
Backbone resonance assignment is a prerequisite for most biomolecular NMR applications, yet conventional multidimensional strategies frequently fail for intrinsically disordered pr…
Towards Ultimate NMR Resolution with Deep Learning
Amir Jahangiri, Tatiana Agback, Ulrika Brath +1
In multidimensional NMR spectroscopy, practical resolution is defined as the ability to distinguish and accurately determine signal positions against a background of overlapping pe…
Resolution enhancement of NMR by decoupling with low-rank Hankel model
Tianyu Qiu, Amir Jahangiri, Xiao Han +6
Nuclear magnetic resonance (NMR) spectroscopy has become a formidable tool for biochemistry and medicine. Although J-coupling carries essential structural information it may also l…
NMR spectrum reconstruction as a pattern recognition problem
Amir Jahangiri, Xiao Han, Dmitry Lesovoy +4
A new deep neural network based on the WaveNet architecture (WNN) is presented, which is designed to grasp specific patterns in the NMR spectra. When trained at a fixed non-uniform…
A Sparse Model-inspired Deep Thresholding Network for Exponential Signal Reconstruction -- Application in Fast Biological Spectroscopy
Zi Wang, Di Guo, Zhangren Tu +9
The non-uniform sampling is a powerful approach to enable fast acquisition but requires sophisticated reconstruction algorithms. Faithful reconstruction from partial sampled expone…