20,799 research outputs found

    Suppressed star formation in circumnuclear regions in Seyfert galaxies

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    Feedback from black hole activity is widely believed to play a key role in regulating star formation and black hole growth. A long-standing issue is the relation between the star formation and fueling the supermassive black holes in active galactic nuclei (AGNs). We compile a sample of 57 Seyfert galaxies to tackle this issue. We estimate the surface densities of gas and star formation rates in circumnuclear regions (CNRs). Comparing with the well-known Kennicutt-Schmidt (K-S) law, we find that the star formation rates in CNRs of most Seyfert galaxies are suppressed in this sample. Feedback is suggested to explain the suppressed star formation rates.Comment: 1 color figure and 1 table. ApJ Letters in pres

    Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow

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    Optical flow estimation has made great progress, but usually suffers from degradation under adverse weather. Although semi/full-supervised methods have made good attempts, the domain shift between the synthetic and real adverse weather images would deteriorate their performance. To alleviate this issue, our start point is to unsupervisedly transfer the knowledge from source clean domain to target degraded domain. Our key insight is that adverse weather does not change the intrinsic optical flow of the scene, but causes a significant difference for the warp error between clean and degraded images. In this work, we propose the first unsupervised framework for adverse weather optical flow via hierarchical motion-boundary adaptation. Specifically, we first employ image translation to construct the transformation relationship between clean and degraded domains. In motion adaptation, we utilize the flow consistency knowledge to align the cross-domain optical flows into a motion-invariance common space, where the optical flow from clean weather is used as the guidance-knowledge to obtain a preliminary optical flow for adverse weather. Furthermore, we leverage the warp error inconsistency which measures the motion misalignment of the boundary between the clean and degraded domains, and propose a joint intra- and inter-scene boundary contrastive adaptation to refine the motion boundary. The hierarchical motion and boundary adaptation jointly promotes optical flow in a unified framework. Extensive quantitative and qualitative experiments have been performed to verify the superiority of the proposed method

    Byod Approach To Blended Learning In Developing Nations

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    Businesses are adopting Bring Your Own Device (BYOD) policies in their organisations to allow employees to bring personal mobile devices to work. This approach can be adopted in education to address the educational divide between developing and developed nations. A BYOD approach to education could entail the use of cheap tablets to deliver educational content but would require an appropriate blended learning approach for learning to be effective. Consequently, the objective of this paper is to investigate the effectiveness of different blended learning approaches with tablets as an instructional medium. A conceptual model for blended learning was constructed from learning theories in the literature. Subsequently, experiments were conducted to investigate the impact of media richness, collaborative work and performance feedback on learner performance, engagement and satisfaction. The results have implications on educators who plan to design tablet-based blended learning arrangements

    Quantum dynamics of topological strings in a frustrated Ising antiferromagnet

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    We investigate the quantum dynamics of the transverse field Ising model on the triangular lattice through large-scale quantum Monte Carlo simulations and stochastic analytic continuation. At weak transverse field, we capture for the first time the excitations related to topological quantum strings, which exhibits continuum features described by XY chain along the strings and those in accord with "Luttinger string liquid" in the perpendicular direction. The continuum features can be well understood from the perspective of topological strings. Furthermore, we identify the contribution of strings from the excitation spectrum. Our study provides characteristic features for the experimental search for string-related excitations and proposes a new theoretical method to pinpoint topological excitations in the experimental spectra.Comment: 10 pages, 9 figures, comments are welcome and more information at http://cqutp.org/users/xfzhang
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