39 citations · 74 across the 9 of their papers we have counts for
3 papers · 1 filter
Sub-sampling of NMR Correlation and Exchange Experiments
Julian B. B. Beckmann, Mick D. Mantle, Andrew J. Sederman +1
Sub-sampling is applied to simulated - NMR signals and its influence on inversion performance is evaluated. For this different levels of sub-sampling were employed ranging…
Deep Learning as a Method for Inversion of NMR Signals
Julian B. B. Beckmann, Mick D. Mantle, Andrew J. Sederman +1
The concept of deep learning is employed for the inversion of NMR signals and it is shown that NMR signal inversion can be considered as an image-to-image regression problem, which…
Generalized Cross-Validation as a Method of Hyperparameter Search for MTGV Regularization
Julian B. B. Beckmann, Amy Sparks, Jordan A. Ward-Williams +3
The concept of generalized cross-validation (GCV) is applied to modified total generalized variation (MTGV) regularization. Current implementations of the MTGV regularization rely…