784 research outputs found
Valley excitons in two-dimensional semiconductors
Monolayer group-VIB transition metal dichalcogenides have recently emerged as
a new class of semiconductors in the two-dimensional limit. The attractive
properties include: the visible range direct band gap ideal for exploring
optoelectronic applications; the intriguing physics associated with spin and
valley pseudospin of carriers which implies potentials for novel electronics
based on these internal degrees of freedom; the exceptionally strong Coulomb
interaction due to the two-dimensional geometry and the large effective masses.
The physics of excitons, the bound states of electrons and holes, has been one
of the most actively studied topics on these two-dimensional semiconductors,
where the excitons exhibit remarkably new features due to the strong Coulomb
binding, the valley degeneracy of the band edges, and the valley dependent
optical selection rules for interband transitions. Here we give a brief
overview of the experimental and theoretical findings on excitons in
two-dimensional transition metal dichalcogenides, with focus on the novel
properties associated with their valley degrees of freedom.Comment: Topical review, published online on National Science Review in Jan
201
Embedding-Based Speaker Adaptive Training of Deep Neural Networks
An embedding-based speaker adaptive training (SAT) approach is proposed and
investigated in this paper for deep neural network acoustic modeling. In this
approach, speaker embedding vectors, which are a constant given a particular
speaker, are mapped through a control network to layer-dependent element-wise
affine transformations to canonicalize the internal feature representations at
the output of hidden layers of a main network. The control network for
generating the speaker-dependent mappings is jointly estimated with the main
network for the overall speaker adaptive acoustic modeling. Experiments on
large vocabulary continuous speech recognition (LVCSR) tasks show that the
proposed SAT scheme can yield superior performance over the widely-used
speaker-aware training using i-vectors with speaker-adapted input features
Exciton Binding Energy of Monolayer WS2
The optical properties of monolayer transition metal dichalcogenides (TMDC)
feature prominent excitonic natures. Here we report an experimental approach
toward measuring the exciton binding energy of monolayer WS2 with linear
differential transmission spectroscopy and two-photon photoluminescence
excitation spectroscopy (TP-PLE). TP-PLE measurements show the exciton binding
energy of 0.71eV around K valley in the Brillouin zone. The trion binding
energy of 34meV, two-photon absorption cross section 4X10^{4}cm^{2}W^{-2}S^{-1}
at 780nm and exciton-exciton annihilation rate around 0.5cm^{2}/s are
experimentally obtained.Comment: 5page,3 figure
Observation of Quantum Capacitance of individual single walled carbon nanotubes
We report a measurement on quantum capacitance of individual semiconducting
and small band gap SWNTs. The observed quantum capacitance is remarkably
smaller than that originating from density of states and it implies a strong
electron correlation in SWNTs
Determination of the Sign of g factors for Conduction Electrons Using Time-resolved Kerr Rotation
The knowledge of electron g factor is essential for spin manipulation in the
field of spintronics and quantum computing. While there exist technical
difficulties in determining the sign of g factor in semiconductors by the
established magneto-optical spectroscopic methods. We develop a time resolved
Kerr rotation technique to precisely measure the sign and the amplitude of
electron g factor in semiconductors
Observation of Exciton-Phonon Sideband in Individual Metallic Single-Walled Carbon Nanotubes
Single-walled carbon nanotubes (SWCNTs) are quasi-one-dimensional systems
with poor Coulomb screening and enhanced electron-phonon interaction, and are
good candidates for excitons and exciton-phonon couplings in metallic state.
Here we report back scattering reflection experiments on individual metallic
SWCNTs. An exciton-phonon sideband separated by 0.19 eV from the first optical
transition peak is observed in a metallic SWCNT of chiral index (13,10), which
provides clear evidences of excitons in metallic SWCNTs. A static dielectric
constant of 10 is estimated from the reflectance spectrum.Comment: 5 pages, 3 figures; typos corrected, references updated, text
re-arrange
- …