Deep Learning for Atomically Resolved Imaging
Sign Up to like & getrecommendations! Published in 2018 at "Microscopy and Microanalysis"
DOI: 10.1017/s143192761800079x
Abstract: Recent advances in scanning transmission electron microscopy (STEM) and scanning tunneling microscopy (STM) allow unprecedented opportunities in probing the materials structural parameters and electronic properties in real space with an angstrom-level precision. These experimental capabilities… read more here.
Keywords: resolved imaging; microscopy; deep learning; learning atomically ... See more keywords
Capturing Chemistry in Action with Electrons: Realization of Atomically Resolved Reaction Dynamics.
Sign Up to like & getrecommendations! Published in 2017 at "Chemical reviews"
DOI: 10.1021/acs.chemrev.6b00770
Abstract: One of the grand challenges in chemistry has been to directly observe atomic motions during chemical processes. The depiction of the nuclear configurations in space-time to understand barrier crossing events has served as a unifying… read more here.
Keywords: atomic motions; chemistry; atomically resolved; reaction ... See more keywords
Atomically Resolved Characterization of Optically Driven Ligand Reconfiguration on Nanoparticle Catalyst Surfaces.
Sign Up to like & getrecommendations! Published in 2021 at "ACS applied materials & interfaces"
DOI: 10.1021/acsami.1c11256
Abstract: Dynamic ligand layers on nanoparticle surfaces could prove to be critically important to enhance the functionality of individual materials. Such capabilities could complement the properties of the inorganic component to provide multifunctionality or the ability… read more here.
Keywords: nanoparticle; atomically resolved; structure; resolved characterization ... See more keywords
Bayesian Learning of Adatom Interactions from Atomically Resolved Imaging Data.
Sign Up to like & getrecommendations! Published in 2021 at "ACS nano"
DOI: 10.1021/acsnano.0c10851
Abstract: Atomic structures and adatom geometries of surfaces encode information about the thermodynamics and kinetics of the processes that lead to their formation, and which can be captured by a generative physical model. Here we develop… read more here.
Keywords: resolved imaging; interactions atomically; adatom interactions; atomically resolved ... See more keywords
Atomically-resolved interlayer charge ordering and its interplay with superconductivity in YBa2Cu3O6.81
Sign Up to like & getrecommendations! Published in 2021 at "Nature Communications"
DOI: 10.1038/s41467-021-24003-0
Abstract: High-temperature superconductive (SC) cuprates exhibit not only a SC phase, but also competing orders, suppressing superconductivity. Charge order (CO) has been recognized as an important competing order, but its microscopic spatial interplay with SC phase… read more here.
Keywords: charge ordering; charge; atomically resolved; interlayer charge ... See more keywords
Deep Bayesian local crystallography
Sign Up to like & getrecommendations! Published in 2021 at "npj Computational Materials"
DOI: 10.1038/s41524-021-00621-6
Abstract: The advent of high-resolution electron and scanning probe microscopy imaging has opened the floodgates for acquiring atomically resolved images of bulk materials, 2D materials, and surfaces. This plethora of data contains an immense volume of… read more here.
Keywords: definition; deep bayesian; microscopy; atomically resolved ... See more keywords
Atomically resolved 3D structural reconstruction of small quantum dots.
Sign Up to like & getrecommendations! Published in 2021 at "Nanoscale"
DOI: 10.1039/d1nr00466b
Abstract: Semiconducting quantum dots (QDs) have potential applications in light-emitting diodes, single-photon sources and quantum computing due to shape-dependent (opto) electronic properties. Atomic resolution 3D-structure determination is important in understanding growth kinetics and improving device performance.… read more here.
Keywords: reconstruction; atomic resolution; atomically resolved; qds ... See more keywords
Atomically resolved single-molecule triplet quenching
Sign Up to like & getrecommendations! Published in 2021 at "Science"
DOI: 10.1126/science.abh1155
Abstract: Triplet-state lifetime quenched by oxygen Little is known about the atomistic mechanism that nature uses to mitigate the destructive interaction of triplet-excited pigment chromophores with omnipresent oxygen. Peng et al. tackled this challenge by developing… read more here.
Keywords: molecule; molecule triplet; single molecule; microscopy ... See more keywords