3 papers
cs.LG2026
Multi-modal transformer for signal classification in nanopore blockade experiments
Sandro Kuppel, Julian Hoßbach, 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
Julian Hoßbach, Samuel Tovey, Sandro Kuppel +3
Nanopore-based single-molecule sensing is a promising route to fast, low-cost disease diagnosis and protein sequencing: as an analyte such as a peptide or protein traverses a nanos…
physics.bio-ph2024
Peptide Classification from Statistical Analysis of Nanopore Translocation Experiments
Julian Hoßbach, 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…