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"Vaxenburg, Roman"
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Bright triplet excitons in caesium lead halide perovskites
2018
The lowest-energy exciton state in caesium lead halide perovskite nanocrystals is shown to be a bright triplet state, contrary to expectations that lowest-energy excitons should always be dark.
A bright future for semiconductors
Lead halide perovskite semiconductor nanocrystals are attracting considerable interest as materials for solar cells and light-emitting diodes because of their excellent photophysical properties. But what makes them so special? Excitons are the electronic excitations that are ultimately responsible for the emissive properties of nanostructured semiconductors, and prevailing wisdom is that the lowest-energy excitonic state will be long-lived and hence poorly emitting (or 'dark'). Michael Becker
et al
. now show that caesium lead halide perovskites disobey this rule: the lowest-energy excitons are instead unusually 'bright', emitting much faster than any other semiconductor nanocrystal. Furthermore, they identify the structural and electronic factors responsible for this anomalous behaviour, providing vital clues for the identification of other semiconducting materials that might behave similarly.
Nanostructured semiconductors emit light from electronic states known as excitons
1
. For organic materials, Hund’s rules
2
state that the lowest-energy exciton is a poorly emitting triplet state. For inorganic semiconductors, similar rules
3
predict an analogue of this triplet state known as the ‘dark exciton’
4
. Because dark excitons release photons slowly, hindering emission from inorganic nanostructures, materials that disobey these rules have been sought. However, despite considerable experimental and theoretical efforts, no inorganic semiconductors have been identified in which the lowest exciton is bright. Here we show that the lowest exciton in caesium lead halide perovskites (CsPbX
3
, with X = Cl, Br or I) involves a highly emissive triplet state. We first use an effective-mass model and group theory to demonstrate the possibility of such a state existing, which can occur when the strong spin–orbit coupling in the conduction band of a perovskite is combined with the Rashba effect
5
,
6
,
7
,
8
,
9
,
10
. We then apply our model to CsPbX
3
nanocrystals
11
, and measure size- and composition-dependent fluorescence at the single-nanocrystal level. The bright triplet character of the lowest exciton explains the anomalous photon-emission rates of these materials, which emit about 20 and 1,000 times faster
12
than any other semiconductor nanocrystal at room
13
,
14
,
15
,
16
and cryogenic
4
temperatures, respectively. The existence of this bright triplet exciton is further confirmed by analysis of the fine structure in low-temperature fluorescence spectra. For semiconductor nanocrystals, which are already used in lighting
17
, lasers
18
and displays
19
, these excitons could lead to materials with brighter emission. More generally, our results provide criteria for identifying other semiconductors that exhibit bright excitons, with potential implications for optoelectronic devices.
Journal Article
Dynamic cues for whisker-based object localization: An analytical solution to vibration during active whisker touch
by
Svoboda, Karel
,
Efros, Alexander L.
,
Hires, Samuel Andrew
in
Bending moments
,
Biology and Life Sciences
,
Cues
2018
Vibrations are important cues for tactile perception across species. Whisker-based sensation in mice is a powerful model system for investigating mechanisms of tactile perception. However, the role vibration plays in whisker-based sensation remains unsettled, in part due to difficulties in modeling the vibration of whiskers. Here, we develop an analytical approach to calculate the vibrations of whiskers striking objects. We use this approach to quantify vibration forces during active whisker touch at a range of locations along the whisker. The frequency and amplitude of vibrations evoked by contact are strongly dependent on the position of contact along the whisker. The magnitude of vibrational shear force and bending moment is comparable to quasi-static forces. The fundamental vibration frequencies are in a detectable range for mechanoreceptor properties and below the maximum spike rates of primary sensory afferents. These results suggest two dynamic cues exist that rodents can use for object localization: vibration frequency and comparison of vibrational to quasi-static force magnitude. These complement the use of quasi-static force angle as a distance cue, particularly for touches close to the follicle, where whiskers are stiff and force angles hardly change during touch. Our approach also provides a general solution to calculation of whisker vibrations in other sensing tasks.
Journal Article
PbSe/CdSe Thin-Shell Colloidal Quantum Dots
by
Shapiro, Arthur
,
Safran, Aron
,
Yanover, Diana
in
Colloidal Quantum Dots
,
Core/Shell Heterostructures
,
Effective Mass Modeling
2015
The present work describes the structural and optical characterization
of PbSe and PbSe/CdSe colloidal quantum dots
(CQDs), the latter being produced by cation exchange of Pb
for Cd
ions. The cation exchange occurs on preferred
crystallographic facets and results in either non-concentric
CdSe shells or Pb
Cd
Se alloyed-shell
layers. The obtained heterostuctures are referred to as
PbSe/CdSe “thin shell” CQDs. The parent
PbSe CQDs are limited to relatively small diameters of
3–4 nm, with absorption edge between 1.0 and
1.3 eV. The steady-state and time-resolved
photoluminescence spectra recorded at various temperatures reveal the
following properties of the PbSe/CdSe CQDs: (1) the
photoluminescence intensity of air-free CQDs is maintained upon their
exposure to oxygen; (2) the band-edge exciton lifetime is extended by
about a factor of two relative to the parent PbSe CQDs. The
experimental results and the effective mass-based calculations suggest
the formation of alloyed shells and highlight a pronounced effect of
core displacement from the CQD center on the heterostructure optical
properties.
Journal Article
PbSe-Based Colloidal Core/Shell Heterostructures for Optoelectronic Applications
2014
Lead-based (IV–VI) colloidal quantum dots (QDs) are of widespread scientific and technological interest owing to their size-tunable band-gap energy in the near-infrared optical region. This article reviews the synthesis of PbSe-based heterostructures and their structural and optical investigations at various temperatures. The review focuses on the structures consisting of a PbSe core coated with a PbSexS1–x (0 ≤ x ≤ 1) or CdSe shell. The former-type shells were epitaxially grown on the PbSe core, while the latter-type shells were synthesized using partial cation-exchange. The influence of the QD composition and the ambient conditions, i.e., exposure to oxygen, on the QD optical properties, such as radiative lifetime, Stokes shift, and other temperature-dependent characteristics, was investigated. The study revealed unique properties of core/shell heterostructures of various compositions, which offer the opportunity of fine-tuning the QD electronic structure by changing their architecture. A theoretical model of the QD electronic band structure was developed and correlated with the results of the optical studies. The review also outlines the challenges related to potential applications of colloidal PbSe-based heterostructures.
Journal Article
Whole-body simulation of realistic fruit fly locomotion with deep reinforcement learning
by
Turaga, Srinivas C
,
Both, Gert-Jan
,
Stefanidi, Zinovia
in
Animal Behavior and Cognition
,
Behavior
,
Flight
2024
The body of an animal influences how the nervous system produces behavior. Therefore, detailed modeling of the neural control of sensorimotor behavior requires a detailed model of the body. Here we contribute an anatomically-detailed biomechanical whole-body model of the fruit fly Drosophila melanogaster in the MuJoCo physics engine. Our model is general-purpose, enabling the simulation of diverse fly behaviors, both on land and in the air. We demonstrate the generality of our model by simulating realistic locomotion, both flight and walking. To support these behaviors, we have extended MuJoCo with phenomenological models of fluid forces and adhesion forces. Through data-driven end-to-end reinforcement learning, we demonstrate that these advances enable the training of neural network controllers capable of realistic locomotion along complex trajectories based on high-level steering control signals. We demonstrate the use of visual sensors and the re-use of a pre-trained general-purpose flight controller by training the model to perform visually guided flight tasks. Our project is an open-source platform for modeling neural control of sensorimotor behavior in an embodied context.Competing Interest StatementThe authors have declared no competing interest.Footnotes* New expts, expanded fluid, adhesion model analysis, reinforcement learning with low-level controller re-use.* https://doi.org/10.25378/janelia.25309105* https://github.com/TuragaLab/flybody/
Bright triplet excitons in lead halide perovskites
by
Mehl, Michael J
,
Bernstein, Noam
,
Mahrt, Rainer F
in
Atomic energy levels
,
Conduction bands
,
Cryogenic temperature
2017
Nanostructured semiconductors emit light from electronic states known as excitons[1]. According to Hund's rules[2], the lowest energy exciton in organic materials should be a poorly emitting triplet state. Analogously, the lowest exciton level in all known inorganic semiconductors is believed to be optically inactive. These 'dark' excitons (into which the system can relax) hinder light-emitting devices based on semiconductor nanostructures. While strategies to diminish their influence have been developed[3-5], no materials have been identified in which the lowest exciton is bright. Here we show that the lowest exciton in quasi-cubic lead halide perovskites is optically active. We first use the effective-mass model and group theory to explore this possibility, which can occur when the strong spin-orbit coupling in the perovskite conduction band is combined with the Rashba effect [6-10]. We then apply our model to CsPbX3 (X=Cl,Br,I) nanocrystals[11], for which we measure size- and composition-dependent fluorescence at the single-nanocrystal level. The bright character of the lowest exciton immediately explains the anomalous photon-emission rates of these materials, which emit 20 and 1,000 times faster[12] than any other semiconductor nanocrystal at room[13-16] and cryogenic[17] temperatures, respectively. The bright exciton is further confirmed by detailed analysis of the fine structure in low-temperature fluorescence spectra. For semiconductor nanocrystals[18], which are already used in lighting[19,20], lasers[21,22], and displays[23], these optically active excitons can lead to materials with brighter emission and enhanced absorption. More generally, our results provide criteria for identifying other semiconductors exhibiting bright excitons with potentially broad implications for optoelectronic devices.