Excitonic Wave Function Reconstruction from Near-Field Spectra Using Machine Learning Techniques

Deep neural networks for understanding noisy data applied to physical property extraction in scanning probe microscopy

(2019) Nikolay Borodinov et al.   npj Computational Materials

A high-bias, low-variance introduction to Machine Learning for physicists

(2019) Pankaj Mehta et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

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

(2019) Xinzhong Chen et al.   ADVANCED MATERIALS

Machine learning of two-dimensional spectroscopic data

(2019) Mirta Rodríguez et al.   CHEMICAL PHYSICS

Vectorial near-field coupling

(2019) Martin Esmann et al.   Nature Nanotechnology

Supramolecular Assemblies on Surfaces: Nanopatterning, Functionality, and Reactivity

(2018) Dominic P. Goronzy et al.   ACS Nano

Near-Field Plasmonic Probe with Super Resolution and High Throughput and Signal-to-Noise Ratio

(2018) Ruei-Han Jiang et al.   NANO LETTERS

Neural-network quantum state tomography

(2018) Giacomo Torlai et al.   Nature Physics

Nanoscale Optical Microscopy and Spectroscopy Using Near-Field Probes

(2018) Richard J. Hermann et al.   Annual Review of Chemical and Biomolecular Engineering

Near-Field Spectroscopy of Nanoscale Molecular Aggregates

(2018) Xing Gao et al.   Journal of Physical Chemistry Letters

Gaussian processes for choosing laser parameters for driven, dissipative Rydberg aggregates

(2018) C D B Bentley et al.   JOURNAL OF PHYSICS B-ATOMIC MOLECULAR AND OPTICAL PHYSICS

Near-field nanoprobing using Si tip-Au nanoparticle photoinduced force microscopy with 120:1 signal-to-noise ratio, sub-6-nm resolution

(2018) Mohsen Rajaei et al.   OPTICS EXPRESS

Morphology and Growth Mechanisms of Self-Assembled Films on Insulating Substrates: Role of Molecular Flexibility and Entropy

(2017) Julian Gaberle et al.   Journal of Physical Chemistry C

Superradiance from Two Dimensional Brick-Wall Aggregates of Dye Molecules: The Role of Size and Shape for the Temperature Dependence

(2017) Alexander Eisfeld et al.   PHYSICAL REVIEW LETTERS

Imaging prototypical aromatic molecules on insulating surfaces: a review

(2017) R Hoffmann-Vogel   REPORTS ON PROGRESS IN PHYSICS

Split-Wedge Antennas with Sub-5 nm Gaps for Plasmonic Nanofocusing

(2016) Xiaoshu Chen et al.   NANO LETTERS

Gap-Plasmon-Enhanced Nanofocusing Near-Field Microscopy

(2016) Simon F. Becker et al.   ACS Photonics

Fast machine-learning online optimization of ultra-cold-atom experiments

(2016) P. B. Wigley et al.   Scientific Reports

Structural Investigations of Self-Assembled Monolayers for Organic Electronics: Results from X-ray Reflectivity

(2015) Artoem Khassanov et al.   ACCOUNTS OF CHEMICAL RESEARCH

Squeezing Photons into a Point-Like Space

(2015) Myung-Ki Kim et al.   NANO LETTERS

Spectroscopy of isolated PTCDA molecules on the KCl(100) surface: Vibrational spectra and azimuthal orientation

(2013) Mathias Müller et al.   JOURNAL OF CHEMICAL PHYSICS

Finite size line broadening and superradiance of optical transitions in two dimensional long-range ordered molecular aggregates

(2013) Mathias Müller et al.   JOURNAL OF CHEMICAL PHYSICS

Selection-rule breakdown in plasmon-induced electronic excitation of an isolated single-walled carbon nanotube

(2013) Mai Takase et al.   Nature Photonics

Nanofocusing of electromagnetic radiation

(2013) Dmitri K. Gramotnev et al.   Nature Photonics

Light on the Tip of a Needle: Plasmonic Nanofocusing for Spectroscopy on the Nanoscale

(2012) Samuel Berweger et al.   Journal of Physical Chemistry Letters

Near-field manipulation of spectroscopic selection rules on the nanoscale

(2012) P. K. Jain et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Anomalous optical selection rule of an organic molecule controlled by extremely localized light field

(2011) Takuya Iida et al.   APPLIED PHYSICS LETTERS

Exciton and polarization contributions to optical transition energies in an epitaxial organic monolayer on a dielectric substrate

(2011) Mathias Müller et al.   PHYSICAL REVIEW B

Near-Field Localization in Plasmonic Superfocusing: A Nanoemitter on a Tip

(2010) Catalin C. Neacsu et al.   NANO LETTERS

Nanoscale Spectroscopic Imaging of Organic Semiconductor Films by Plasmon-Polariton Coupling

(2010) D. Zhang et al.   PHYSICAL REVIEW LETTERS