Validity of Machine Learning in the Quantitative Analysis of Complex Scanning Near-Field Optical Microscopy Signals Using Simulated Data

Nanoscale Laser THz Emission Microscopy and THz Nanoscopy

(2020) Angela Pizzuto et al.   OPTICS EXPRESS

THz Near-Field Imaging of Extreme Subwavelength Metal Structures

(2020) Xinzhong Chen et al.   ACS Photonics

Quantifying Nanoscale Electromagnetic Fields in Near-Field Microscopy by Fourier Demodulation Analysis

(2020) Fabian Mooshammer et al.   ACS Photonics

Moiré engineering of electronic phenomena in correlated oxides

(2020) Xinzhong Chen et al.   Nature Physics

Machine Learning and Evolutionary Algorithm Studies of Graphene Metamaterials for Optimized Plasmon-Induced Transparency

(2020) tian zhang et al.   OPTICS EXPRESS

Tip- and Plasmon-Enhanced Infrared Nanoscopy for Ultrasensitive Molecular Characterizations

(2020) Y. Luan et al.   Physical Review Applied

Configurable phonon polaritons in twisted α-MoO3

(2020) Mingyuan Chen et al.   NATURE MATERIALS

Physics-Based Approach for a Neural Networks Enabled Design of All-Dielectric Metasurfaces

(2020) Ibrahim Tanriover et al.   ACS Photonics

Nano-Resolved Current-Induced Insulator-Metal Transition in the Mott Insulator Ca2RuO4

(2019) Jiawei Zhang et al.   Physical Review X

Modern Scattering‐Type Scanning Near‐Field Optical Microscopy for Advanced Material Research

(2019) Xinzhong Chen et al.   ADVANCED MATERIALS

Machine learning in electronic-quantum-matter imaging experiments

(2019) Yi Zhang et al.   NATURE

Quantification of Carrier Density Gradients along Axially Doped Silicon Nanowires Using Infrared Nanoscopy

(2019) Lena Jung et al.   ACS Photonics

Hyperspectral time-domain terahertz nano-imaging

(2019) Neda Alsadat Aghamiri et al.   OPTICS EXPRESS

Ultrabroadband infrared near-field spectroscopy and imaging of local resonators in percolative gold films

(2019) Xinzhong Chen et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Substrate Matters: Surface-Polariton Enhanced Infrared Nanospectroscopy of Molecular Vibrations

(2019) Marta Autore et al.   NANO LETTERS

A Deep Learning Approach for Objective-Driven All-Dielectric Metasurface Design

(2019) Sensong An et al.   ACS Photonics

Machine learning and the physical sciences

(2019) Giuseppe Carleo et al.   REVIEWS OF MODERN PHYSICS

Nanoscale mapping of refractive index by using scattering-type scanning near-field optical microscopy

(2018) Denis E. Tranca et al.   Nanomedicine-Nanotechnology Biology and Medicine

Fundamental limits to graphene plasmonics

(2018) G. X. Ni et al.   NATURE

Coexisting first- and second-order electronic phase transitions in a correlated oxide

(2018) K. W. Post et al.   Nature Physics

Spectral and angular shaping of infrared radiation in a polymer resonator with molecular vibrational modes

(2018) Shinichiro Tsuda et al.   OPTICS EXPRESS

Understanding the image contrast of material boundaries in IR nanoscopy reaching 5 nm spatial resolution

(2018) Stefan Mastel et al.   ACS Photonics

Far Infrared Synchrotron Near-Field Nanoimaging and Nanospectroscopy

(2018) Omar Khatib et al.   ACS Photonics

All-electronic terahertz nanoscopy

(2018) Clemens Liewald et al.   Optica

Nanophotonic particle simulation and inverse design using artificial neural networks

(2018) John Peurifoy et al.   Science Advances

Nanoscale Near-Field Tomography of Surface States on (Bi0.5Sb0.5)2Te3

(2018) Fabian Mooshammer et al.   NANO LETTERS

In-plane anisotropic and ultra-low-loss polaritons in a natural van der Waals crystal

(2018) Weiliang Ma et al.   NATURE

Deep Learning for Health Informatics

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

Surface Plasmonometry: High-Resolution and Model-Free Plasmonic Measurements of the Refractive Index and Its Biosensing Application

(2017) Jisoo Kyoung et al.   ACS Photonics

Generalized spectral method for near-field optical microscopy

(2016) B.-Y. Jiang et al.   JOURNAL OF APPLIED PHYSICS

Nanotextured phase coexistence in the correlated insulator V2O3

(2016) A. S. McLeod et al.   Nature Physics

Testing different classification methods in airborne hyperspectral imagery processing

(2016) Vladimir V. Kozoderov et al.   OPTICS EXPRESS

Nanoscale electrodynamics of strongly correlated quantum materials

(2016) Mengkun Liu et al.   REPORTS ON PROGRESS IN PHYSICS

Inhomogeneity of the ultrafast insulator-to-metal transition dynamics of VO2

(2015) Brian T. O’Callahan et al.   Nature Communications

High-resolution quantitative determination of dielectric function by using scattering scanning near-field optical microscopy

(2015) D. E. Tranca et al.   Scientific Reports

Mid-infrared Polaritonic Coupling between Boron Nitride Nanotubes and Graphene

(2014) Xiaoji G. Xu et al.   ACS Nano

Recovery of Permittivity and Depth from Near-Field Data as a Step toward Infrared Nanotomography

(2014) Alexander A. Govyadinov et al.   ACS Nano

Model for quantitative tip-enhanced spectroscopy and the extraction of nanoscale-resolved optical constants

(2014) Alexander S. McLeod et al.   PHYSICAL REVIEW B

Ultrabroadband infrared nanospectroscopic imaging

(2014) H. A. Bechtel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Tunable Phonon Polaritons in Atomically Thin van der Waals Crystals of Boron Nitride

(2014) S. Dai et al.   SCIENCE

Quantitative Measurement of Local Infrared Absorption and Dielectric Function with Tip-Enhanced Near-Field Microscopy

(2013) Alexander A. Govyadinov et al.   Journal of Physical Chemistry Letters

Nano-optical imaging and spectroscopy of order, phases, and domains in complex solids

(2012) Joanna M. Atkin et al.   ADVANCES IN PHYSICS

Optical nano-imaging of gate-tunable graphene plasmons

(2012) Jianing Chen et al.   NATURE

Gate-tuning of graphene plasmons revealed by infrared nano-imaging

(2012) Z. Fei et al.   NATURE

Quasi-analytical model for scattering infrared near-field microscopy on layered systems

(2012) Benedikt Hauer et al.   OPTICS EXPRESS

Infrared-spectroscopic nanoimaging with a thermal source

(2011) F. Huth et al.   NATURE MATERIALS

Nanoscale Free-Carrier Profiling of Individual Semiconductor Nanowires by Infrared Near-Field Nanoscopy

(2010) J. M. Stiegler et al.   NANO LETTERS

Spectroscopic THz near-field microscope

(2008) H.-G. von Ribbeck et al.   OPTICS EXPRESS