activity
20202025
most citedHybrid Machine Learning for Scanning Near-field Optical Spectroscopy

42 citations · 101 across the 9 of their papers we have counts for

collaborators

9 papers

physics.optics2025

Dataset and Methodology for Material Identification Using AFM Phase Approach Curves

Stefan R. Anton, Denis E. Tranca, Stefan G. Stanciu +2

Atomic force microscopy (AFM) phase approach-curves have significant potential for nanoscale material characterization, however, the availability of robust datasets and automated a…

physics.optics2025

Inferring scattering-type Scanning Near-Field Optical Microscopy Data from Atomic Force Microscopy Images

Stefan G. Stanciu, Stefan R. Anton, Denis E. Tranca +7

Optical nanoscopy is crucial in life and materials sciences, revealing subtle cellular processes and nanomaterial properties. Scattering-type Scanning Near-field Optical Microscopy…

physics.optics2025

Imaging artefacts in scattering-type scanning near field optical microscopy arising from optical diffraction effects and contrast-active sub-surface features

Denis E. Tranca, Stefan G. Stanciu, Radu Hristu +6

The scattering-type Scanning Near-Field Optical Microscope (s-SNOM) is acknowledged as an excellent tool to investigate the optical properties of different materials and biological…

physics.med-ph2022

On the Automated Detection of Corneal Edema with Second Harmonic Generation Microscopy and Deep Learning

Stefan R. Anton, Rosa M. Martínez-Ojeda, Radu Hristu +7

When the cornea becomes hydrated above its physiologic level it begins to significantly scatter light, loosing transparency and thus impairing eyesight. This condition, known as co…

physics.optics2022★ 10 cited

Nanoscale local modification of PMMA refractive index by tip-enhanced femtosecond pulsed laser irradiation

Denis E. Tranca, Stefan G. Stanciu, Radu Hristu +2

Investigation techniques based on tip-enhanced optical effects, capable to yield spatial resolutions down to nanometers level, have enabled a wide palette of important discoveries…

physics.optics2022★ 14 cited

Towards Augmenting Tip-Enhanced Nanoscopy with Optically Resolved Scanning Probe Tips

Jeremy Belhassen, Simha Glass, George A. Stanciu +4

A thorough understanding of biological species and of emerging nanomaterials requires, among others, their in-depth characterization with optical techniques capable of nano-resolut…

physics.optics2022★ 33 cited

rSHG: Re-scan Second Harmonic Generation Microscopy

Stefan G. Stanciu, Radu Hristu, George A. Stanciu +9

Second Harmonic Generation Microscopy (SHG) is generally acknowledged as a powerful tool for the label-free 3D visualization of tissues and advanced materials, with one of its most…

physics.optics2021★ 42 cited

Hybrid Machine Learning for Scanning Near-field Optical Spectroscopy

Xinzhong Chen, Ziheng Yao, Suheng Xu +11

The underlying physics behind an experimental observation often lacks a simple analytical description. This is especially the case for scanning probe microscopy techniques, where t…

cond-mat.mes-hall2020★ 2 cited

Quantum turnstile regime of nanoelectromechanical systems

R. Dragomir, V. Moldoveanu, S. Stanciu +1

The effects of a turnstile operation on the current-induced vibron dynamics in nanoelectromechanical systems (NEMS) are analyzed in the framework of the generalized master equation…