activity
20192026
most citedMachine Learning on Neutron and X-Ray Scattering

124 citations · 793 across the 15 of their papers we have counts for

collaborators

19 papers

cond-mat.mtrl-sci2026

Ultrafast nonlinear Hall effect in black phosphorus

Maciej Dendzik, Andrea Marini, Samuel Beaulieu +9

The nonlinear Hall effect (NHE) is a recently discovered member of the Hall effect family in which the Hall voltage shows a nonlinear behavior when a transverse electric field is a…

cond-mat.mtrl-sci2024

Roadmap on Data-Centric Materials Science

Stefan Bauer, Peter Benner, Tristan Bereau +58

Science is and always has been based on data, but the terms "data-centric" and the "4th paradigm of" materials research indicate a radical change in how information is retrieved, h…

cond-mat.mtrl-sci2023

From structure mining to unsupervised exploration of atomic octahedral networks

R. Patrick Xian, Ryan J. Morelock, Ido Hadar +2

Understanding the spatial arrangements of atom-centered coordination octahedra is crucial for relating structures to properties for many materials families. Traditional case-by-cas…

cond-mat.mes-hall2022

Observation of multi-directional energy transfer in a hybrid plasmonic-excitonic nanostructure

Tommaso Pincelli, Thomas Vasileiadis, Shuo Dong +15

Hybrid plasmonic devices involve a nanostructured metal supporting localized surface plasmons to amplify light-matter interaction, and a non-plasmonic material to functionalize cha…

cond-mat.mtrl-sci2022★ 68 cited

Orbital-resolved Observation of Singlet Fission

Alexander Neef, Samuel Beaulieu, Sebastian Hammer +8

Singlet fission may boost photovoltaic efficiency [by transforming a singlet exciton into two triplet excitons and thereby doubling the number of excited charge carriers. The prima…

cond-mat.mtrl-sci2021

Excited-state band structure mapping

M. Puppin, C. W. Nicholson, C. Monney +10

Angle-resolved photoelectron spectroscopy is an extremely powerful probe of materials to access the occupied electronic structure with energy and momentum resolution. However, it r…

cond-mat.mtrl-sci2021

Observation of ultrafast interfacial Meitner-Auger energy transfer in a van der Waals heterostructure

Shuo Dong, Samuel Beaulieu, Malte Selig +23

Atomically thin layered van der Waals heterostructures feature exotic and emergent optoelectronic properties. With growing interest in these novel quantum materials, the microscopi…

cond-mat.mtrl-sci2021

Scalable multicomponent spectral analysis for high-throughput data annotation

Rui Patrick Xian, Ralph Ernstorfer, Philipp Michael Pelz

Orchestrating parametric fitting of multicomponent spectra at scale is an essential yet underappreciated task in high-throughput quantification of materials and chemical compositio…

cond-mat.mtrl-sci2021★ 124 cited

Machine Learning on Neutron and X-Ray Scattering

Zhantao Chen, Nina Andrejevic, Nathan Drucker +8

Neutron and X-ray scattering represent two state-of-the-art materials characterization techniques that measure materials' structural and dynamical properties with high precision. T…

cond-mat.mtrl-sci2020★ 97 cited

Direct measurement of key exciton properties: energy, dynamics and spatial distribution of the wave function

Shuo Dong, Michele Puppin, Tommaso Pincelli +15

Excitons, Coulomb-bound electron-hole pairs, are the fundamental excitations governing the optoelectronic properties of semiconductors. While optical signatures of excitons have be…

physics.ins-det2020★ 60 cited

A quantitative comparison of time-of-flight momentum microscopes and hemispherical analyzers for time- and angle-resolved photoemission spectroscopy experiments

J. Maklar, S. Dong, S. Beaulieu +7

Time-of-flight-based momentum microscopy has a growing presence in photoemission studies, as it enables parallel energy- and momentum-resolved acquisition of the full photoelectron…

physics.data-an2020★ 29 cited

A machine learning route between band mapping and band structure

Rui Patrick Xian, Vincent Stimper, Marios Zacharias +9

Electronic band structure (BS) and crystal structure are the two complementary identifiers of solid state materials. While convenient instruments and reconstruction algorithms have…

cond-mat.mes-hall2020★ 60 cited

Observation of an excitonic Mott transition through ultrafast core--conduction photoemission spectroscopy

Maciej Dendzik, R. Patrick Xian, Enrico Perfetto +19

Time-resolved soft-X-ray photoemission spectroscopy is used to simultaneously measure the ultrafast dynamics of core-level spectral functions and excited states upon excitation of…

cond-mat.str-el2020

Ultrafast Dynamical Lifshitz Transition

Samuel Beaulieu, Shuo Dong, Nicolas Tancogne-Dejean +9

Fermi surface is at the heart of our understanding of metals and strongly correlated many-body systems. An abrupt change in the Fermi surface topology, also called Lifshitz transit…

physics.data-an2019★ 21 cited

An open-source, end-to-end workflow for multidimensional photoemission spectroscopy

Rui Patrick Xian, Yves Acremann, Steinn Ymir Agustsson +15

Characterization of the electronic band structure of solid state materials is routinely performed using photoemission spectroscopy. Recent advancements in short-wavelength light so…

cond-mat.mtrl-sci2019★ 121 cited

Evidence of large polarons in photoemission band mapping of the perovskite semiconductor CsPbBr

M. Puppin, S. Polishchuk, N. Colonna +16

Lead-halide perovskite (LHP) semiconductors are emergent optoelectronic materials with outstanding transport properties which are not yet fully understood. We find signatures of la…

cond-mat.mtrl-sci2019★ 88 cited

Time- and momentum-resolved photoemission studies using time-of-flight momentum microscopy at a free-electron laser

Dmytro Kutnyakhov, Rui Patrick Xian, Maciej Dendzik +38

Time-resolved photoemission with ultrafast pump and probe pulses is an emerging technique with wide application potential. Real-time recording of non-equilibrium electronic process…

eess.IV2019★ 103 cited

Multidimensional Contrast Limited Adaptive Histogram Equalization

Vincent Stimper, Stefan Bauer, Ralph Ernstorfer +2

Contrast enhancement is an important preprocessing technique for improving the performance of downstream tasks in image processing and computer vision. Among the existing approache…

physics.data-an2019★ 22 cited

Symmetry-guided nonrigid registration: the case for distortion correction in multidimensional photoemission spectroscopy

Rui Patrick Xian, Laurenz Rettig, Ralph Ernstorfer

Image symmetrization is an effective strategy to correct symmetry distortion in experimental data for which symmetry is essential in the subsequent analysis. In the process, a coor…