3 papers
cs.LG2026
Multi-modal transformer for signal classification in nanopore blockade experiments
Sandro Kuppel, Julian HoÃbach, Samuel Tovey +1
Nanopore devices have emerged as powerful tools for single-molecule sensing, with potential for rapid, portable diagnostics. They detect changes in ionic current as analytes enter…
cs.LG2025
Deep Learning-Driven Peptide Classification in Biological Nanopores
Samuel Tovey, Julian HoÃbach, Sandro Kuppel +3
A device capable of performing real time classification of proteins in a clinical setting would allow for inexpensive and rapid disease diagnosis. One such candidate for this techn…
physics.bio-ph2024
Peptide Classification from Statistical Analysis of Nanopore Translocation Experiments
Julian HoÃbach, Samuel Tovey, Tobias Ensslen +2
Protein characterization using nanopore-based devices promises to be a breakthrough method in basic research, diagnostics, and analytics. Current research includes the use of machi…