Nanoparticle identification using single particle ICP-ToF-MS acquisition coupled to cluster analysis. From engineered to natural nanoparticles
Mickaël Tharaud, Lukas Schlatt, Phil Shaw, Marc F. Benedetti
Abstract
Characterization and identification of multielement nanoparticles thanks to the use of a spICP-ToF-MS coupled to hierarchical agglomerative clustering (HAC).
Topics & Concepts
NanoparticleCluster (spacecraft)Particle (ecology)Hierarchical clusteringCharacterization (materials science)Identification (biology)Cluster analysisChemistryNanotechnologyChromatographyMaterials scienceComputer scienceArtificial intelligenceBotanyBiologyGeologyOceanographyProgramming languageAnalytical chemistry methods developmentHeavy metals in environmentPharmaceutical and Antibiotic Environmental Impacts