Big, Deep, and Smart Data in Scanning Probe Microscopy

Scanning probe microscopy (SPM) techniques have opened the door to nanoscience and nanotechnology by enabling imaging and manipulation of the structure and functionality of matter at nanometer and atomic scales. Here, we analyze the scientific discovery process in SPM by following the information fl...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:ACS nano 2016-10, Vol.10 (10), p.9068-9086
Hauptverfasser: Kalinin, Sergei V, Strelcov, Evgheni, Belianinov, Alex, Somnath, Suhas, Vasudevan, Rama K, Lingerfelt, Eric J, Archibald, Richard K, Chen, Chaomei, Proksch, Roger, Laanait, Nouamane, Jesse, Stephen
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Scanning probe microscopy (SPM) techniques have opened the door to nanoscience and nanotechnology by enabling imaging and manipulation of the structure and functionality of matter at nanometer and atomic scales. Here, we analyze the scientific discovery process in SPM by following the information flow from the tip–surface junction, to knowledge adoption by the wider scientific community. We further discuss the challenges and opportunities offered by merging SPM with advanced data mining, visual analytics, and knowledge discovery technologies.
ISSN:1936-0851
1936-086X
DOI:10.1021/acsnano.6b04212