25,122 research outputs found
Shubnikov-de Haas oscillations of a single layer graphene under dc current bias
Shubnikov-de Haas (SdH) oscillations under a dc current bias are
experimentally studied on a Hall bar sample of single layer graphene. In dc
resistance, the bias current shows the common damping effect on the SdH
oscillations and the effect can be well accounted for by an elevated electron
temperature that is found to be linearly dependent on the current bias. In
differential resistance, a novel phase inversion of the SdH oscillations has
been observed with increasing dc bias, namely we observe the oscillation maxima
develop into minima and vice versa. Moreover, it is found that the onset
biasing current, at which a SdH extremum is about to invert, is linearly
dependent on the magnetic field of the SdH extrema. These observations are
quantitatively explained with the help of a general SdH formula.Comment: 5 pages, 4 figures, A few references adde
Implementation of Design for Manufacture and Assembly principles in the construction project: A case study
Design for manufacture and assembly (DfMA) has been increasingly advocated by the global construction industry since it provides methodological procedures for evaluating and improving design for both manufacture and assembly. Many studies have investigated the DfMA principles suitable for different types of construction projects and advocated a wide implementation of DfMA in construction. However, it would be difficult to persuade stakeholders to implement DfMA principles in their projects without a clear specification of implementation procedures. This study aims to offer an intelligible description and analysis of implementation procedures of DfMA in a real construction project. It does so by undertaking a case study on a prefabricated bamboo building, in which a DfMA-focused design was required by the client. The study reveals how the knowledge of designer, engineer, and contractor has been integrated to implement DfMA principles in the design of building components and sub-components. This study also identifies the best practice of ensuring engineering performance and meanwhile attaining aesthetics in the application of DfMA principles
Achievable Information Rates in C-band Nonlinear Coherent Optical Communication Systems
Information rates of C-band Nyquist-spaced optical fiber communication systems with erbium-doped fiber amplifier (EDFA) and distributed Raman amplification (DRA) schemes were discussed. Results indicate that the nonlinearity compensation performance depends on transmission distances and modulation formats
Estimating Reflectance Layer from A Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning
Estimating reflectance layer from a single image is a challenging task. It
becomes more challenging when the input image contains shadows or specular
highlights, which often render an inaccurate estimate of the reflectance layer.
Therefore, we propose a two-stage learning method, including reflectance
guidance and a Shadow/Specular-Aware (S-Aware) network to tackle the problem.
In the first stage, an initial reflectance layer free from shadows and
specularities is obtained with the constraint of novel losses that are guided
by prior-based shadow-free and specular-free images. To further enforce the
reflectance layer to be independent from shadows and specularities in the
second-stage refinement, we introduce an S-Aware network that distinguishes the
reflectance image from the input image. Our network employs a classifier to
categorize shadow/shadow-free, specular/specular-free classes, enabling the
activation features to function as attention maps that focus on shadow/specular
regions. Our quantitative and qualitative evaluations show that our method
outperforms the state-of-the-art methods in the reflectance layer estimation
that is free from shadows and specularities.Comment: Accepted to AAAI202
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