Machine learning: our future spotlight into single-particle ICP-ToF-MS analysis
Timothy R. Holbrook, Doriane Gallot-Duval, Thorsten Reemtsma, Stephan Wagner
Abstract
Using the multi-element capabilities of single-particle ICP-ToF-MS in combination with a laser ablation and machine learning algorithms, environmentally relevant road runoff samples were characterized.
Topics & Concepts
Particle (ecology)Laser ablationInductively coupled plasma mass spectrometryAblationMaterials scienceComputer scienceAnalytical Chemistry (journal)LaserChemistryChromatographyEngineeringMass spectrometryAerospace engineeringPhysicsGeologyOpticsOceanographyAnalytical chemistry methods developmentAir Quality and Health Impacts