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With the increase in computational power, ocean models with kilometer-scale resolution have emerged over the last decade. These models have been used for quantifying the energetic exchanges between spatial scales, inform...
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Implementing quality assurance of university students' learning outcomes is an important challenge. In response to the COVID-19 pandemic, wherein many universities are implementing online education as "a new form of educ...
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Spin-orbit coupling (SOC) is a key to understand the magnetically driven superconductivity in iron-based superconductors, where both local and itinerant electrons are present and the orbital angular momentum is not compl...
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Patulin contamination in fruits, vegetables, and their products is considered a serious health risk factor for food safety and human health. Thus, a rapid, simple detection method for patulin is becoming important, which...
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We present a sharp interface approach for compressible two-phase flows that preserves its accuracy in the low Mach regime. The interface between both fluids is captured by a Level Set function via the Ghost Fluid method....
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The purpose of this thesis is to investigate one of the most important challenges related to the development of machine and deep learning methods. Namely, our research is conducted in the setting where models make predic...
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The composition of abilities of innovation and entrepreneurship instructors and their state of competence are key to the advancement of efforts for innovation and entrepreneurship education at higher education institutio...
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Aiming at the defects of short text, which lack context information and weak ability to describe topic, this paper proposes an attention network based solution for enriching topic information of short text, which can lev...
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The optimization of traffic signal control has become a significant issue concerned by the whole society with the increasingly travel demands and the rise of vehicles on roadways. As one of the mature optimization, the C...
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Most decision-supports methods are dedicated to the identification and characterization of risks and opportunities. The concrete exploitation of these risks and opportunities is generally depending on the ability of user...
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We analyzed the degradation phenomenon and the mechanism induced by an electrical field of an encapsulant layer for a photovoltaic (PV) module. The discharge number and discharge energy were analyzed by the phase-resolve...
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Two-dimensional (2D) materials with the atomically thin thickness have attracted great interest in the post-Moore’s Law era because of their tremendous potential to continue transistor downscaling and offered advances in...
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Intensive coal mining activities in the Upper Silesian Coal Basin (USCB) in southern Poland are resulting in large amounts of methane (CH 4 ) emissions. Annual CH 4 emissions reached 448 kt according to the European Poll...