TY - JOUR
T1 - Imaging via complete cantilever dynamic detection
T2 - General dynamic mode imaging and spectroscopy in scanning probe microscopy
AU - Somnath, Suhas
AU - Collins, Liam
AU - Matheson, Michael A.
AU - Sukumar, Sreenivas R.
AU - Kalinin, Sergei V.
AU - Jesse, Stephen
N1 - Publisher Copyright:
© 2016 IOP Publishing Ltd.
PY - 2016/9/8
Y1 - 2016/9/8
N2 - We develop and implement a multifrequency spectroscopy and spectroscopic imaging mode, referred to as general dynamic mode (GDM), that captures the complete spatially- and stimulus dependent information on nonlinear cantilever dynamics in scanning probe microscopy (SPM). GDM acquires the cantilever response including harmonics and mode mixing products across the entire broadband cantilever spectrum as a function of excitation frequency. GDM spectra substitute the classical measurements in SPM, e.g. amplitude and phase in lock-in detection. Here, GDM is used to investigate the response of a purely capacitively driven cantilever. We use information theory techniques to mine the data and verify the findings with governing equations and classical lock-in based approaches. We explore the dependence of the cantilever dynamics on the tip-sample distance, AC and DC driving bias. This approach can be applied to investigate the dynamic behavior of other systems within and beyond dynamic SPM. GDM is expected to be useful for separating the contribution of different physical phenomena in the cantilever response and understanding the role of cantilever dynamics in dynamic AFM techniques.
AB - We develop and implement a multifrequency spectroscopy and spectroscopic imaging mode, referred to as general dynamic mode (GDM), that captures the complete spatially- and stimulus dependent information on nonlinear cantilever dynamics in scanning probe microscopy (SPM). GDM acquires the cantilever response including harmonics and mode mixing products across the entire broadband cantilever spectrum as a function of excitation frequency. GDM spectra substitute the classical measurements in SPM, e.g. amplitude and phase in lock-in detection. Here, GDM is used to investigate the response of a purely capacitively driven cantilever. We use information theory techniques to mine the data and verify the findings with governing equations and classical lock-in based approaches. We explore the dependence of the cantilever dynamics on the tip-sample distance, AC and DC driving bias. This approach can be applied to investigate the dynamic behavior of other systems within and beyond dynamic SPM. GDM is expected to be useful for separating the contribution of different physical phenomena in the cantilever response and understanding the role of cantilever dynamics in dynamic AFM techniques.
KW - Kelvin probe force microscopy (KPFM)
KW - big data
KW - electrostatic force microscopy (EFM)
KW - high performance computing (HPC)
KW - principal component analysis (PCA)
KW - scanning probe microscopy (SPM)
UR - http://www.scopus.com/inward/record.url?scp=84988419338&partnerID=8YFLogxK
U2 - 10.1088/0957-4484/27/41/414003
DO - 10.1088/0957-4484/27/41/414003
M3 - Article
AN - SCOPUS:84988419338
SN - 0957-4484
VL - 27
JO - Nanotechnology
JF - Nanotechnology
IS - 41
M1 - 414003
ER -