Browsing by Subject "machine learning"
Now showing items 61-80 of 107
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Modern microprocessors are more and more optimized for speed and power efficiency. A system that regulates these parameters is Dynamic Voltage and Frequency Scaling (DVFS). Generally, all bugs or errors in a microarchitecture ...
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(2023-06-05)In the past few years, there has been a major impetus in the search for quantum dots (QDs), which are a type of semiconducting nanocrystals (NCs) with tunable optical and optoelectronic properties for next-generation ...
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(2023-06-05)In the past few years, there has been a major impetus in the search for quantum dots (QDs), which are a type of semiconducting nanocrystals (NCs) with tunable optical and optoelectronic properties for next-generation ...
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(2014-06-06)The conflict events that comprise asymmetric warfare are a primary killer of both combatants and civilians on the modern battlefield. Improvised explosive devices (IED) and direct fire (DF), the most common of these attacks, ...
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(2016-08-02)The distribution of massive clusters of galaxies depends strongly on the total cosmic mass density, the mass variance, and the dark energy equation of state. As such, measures of galaxy clusters can provide constraints on ...
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(2023-04-09)The shift to the AI/ML driven data processing resulted in a significant research demand in this field. Due to the inefficiency of the conventional computers, analog and mixed-signal data processing structures became feasible ...
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(2022-05-03)Aging heat treatments in high temperature NiTiHf shape memory alloys (SMAs) create nano-sized precipitates and modify their phase transformation behavior. Depending upon specific ap-plication requirements, the phase ...
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(2018-08-08)Energy and food crisis are two major problems that our human society has to face in the 21st century. With the world’s population reaching 7.62 billion as of May 2018, both electric power and agricultural industries turn ...
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(2021-12-06)Contrast is an essential element of magnetic resonance imaging. Good contrast in an MR image is necessary to correctly differentiate between different tissue structures and make accurate diagnoses. However, objects with ...
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(2022-08-22)This work examines the application of multi-agent reinforcement learning (MARL) for production scheduling in a real-world two-stage chemical production system found in industry. Improvement and automation of these scheduling ...
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Line-based musculoskeletal simulation is important in both computer graphics and biomechanics research. Software such as OpenSim can provide simulations of musculoskeletal dynamics and neural control where it would be ...
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(2018-04-27)Protection misoperation is responsible for a large portion of all cascading failures. These cascading failures can lead to blackouts that have tremendous social impacts. This dissertation proposes a new method that uses ...
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(2021-12-08)Proteins are the workhorse molecules of lives. Understanding how proteins function is one of the most fundamental problems in molecular biology, which can drive a plethora of biological and pharmaceutical applications. ...
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(2014-04-16)Adaptive laboratory evolution (ALE) is a powerful tool for strain improvement, and has been applied successfully to improve a range of desirable phenotypes in model organisms through continuous cultivation under a selective ...
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(2019-10-08)Perception and action have a close functional relationship. While perception provides the means for actions, actions generate more opportunities for perception. This relationship between perception and action, between the ...
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While congenital facial deformities are not rare, and surgeons typically perform operations to improve these deformities, currently the success of the surgical reconstruction operations can only be “measured” subjectively ...
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(2021-04-05)In many real-world applications, decision-making often has a nested structure with interactions among involved parties. Bilevel optimization provides a useful tool to formulate these problems to render effective solutions. ...
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(2021-12-02)The phase behavior properties of petroleum fluid are essential factors in the exploration and production lifecycle of a reservoir. Of all petroleum fluid phase properties, bubble point pressure is one of the most important ...
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(2012-10-19)Online Social Networks (OSNs) have seen an enormous boost in popularity in recent years. Along with this popularity has come tribulations such as privacy concerns, spam, phishing and malware. Many recent works have focused ...
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(2022-12-08)Despite increasing global specialty coffee consumption, smallholder growers still lack evidence-based strategies for improved coffee quality. Improving the flavor potential of the coffee beverage can translate into a livable ...