Browsing by Subject "Neural Networks"
Now showing items 1-20 of 23
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(2010-10-12)Charting out the complete brain microstructure of a mammalian species is a grand challenge. Recent advances in serial sectioning microscopy such as the Knife- Edge Scanning Microscopy (KESM), a high-throughput and ...
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(2011-02-22)Water production is a challenge in production operations because it is generally costly to produce, treat, and it can hamper hydrocarbon production. This is especially true for gas wells in unconventional reservoirs like ...
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(2022-01-11)Reliable quantification of well connectivity is a crucial aspect in forming a good understanding of a reservoir, which in turn helps in formulating future development plans such as rate optimization and offset wells. This ...
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This research aims to investigate the impact of various Neural Architectures (NAs) on the performance of machine learning models in the context of the deterministic game of Othello, with the goal of providing insights into ...
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Neural Architecture Search has led to the discovery of novel neural network architectures that are capable of outperforming expertly designed architectures with fewer resource requirements at deployment time. This has lead ...
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(2018-06-01)Cancer is a disease associated with uncontrolled cell proliferation or reduced cell death, either of which can lead to tumorigenesis. A possible route through which cancer can develop is by breakdowns in the signaling ...
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(Texas A&M University, 2004-09-30)This work is aimed towards the development of an artificially intelligent search algorithm used in conjunction with an Auto Associative Neural Network (AANN) to help locate and reconstruct faulty sensor inputs in control ...
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(2010-10-12)This dissertation presents the development of a novel linear magnetostrictive actuator. The magnetostrictive material used here is Terfenol-D, an alloy of the formula Tb0.3Dy0.7Fe1.92. In response to a traveling magnetic ...
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Auxiliary Task Learning has proven to be an effective way to transfer knowledge between tasks. This is the case in many personalized recommendation scenarios, where many auxiliary tasks can boost the performance of the ...
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(2020-07-31)With increasing congestion of Radio Frequency (RF) spectrum, enabling radar and communication systems to coexist is becoming an important area of research for efficient spectrum utilization. Designing radar systems that ...
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(2019-02-11)Indian Classical music consists of “Ragas”. Ragas are combinations of notes in a particular order. There are 72 combinations of these notes that form the 72 parent Ragas. The names of the Ragas are written around the circle ...
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(2017-03-28)Accurate Construction Work Zone (CWZ) impact assessments of unprecedented travel inconvenience to the general public are required for all federally-funded highway infrastructure improvement projects. These assessments are ...
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(2014-12-18)Valve stiction-induced oscillations in chemical processing systems adversely affects control loop performance and can degrade the quality of products. Estimating the degree of stiction in a valve is a crucial step in ...
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(Texas A&M University, 2005-11-01)Liquefied Natural Gas (LNG) is becoming an increasing factor in the U.S. natural gas market. For 30 years LNG imports into the U.S. have remained fairly flat. There are currently 18 permit applications being filed in the ...
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(2016-07-29)Peripheral circulation can elicit a lot of relevant diagnostic information like heart rate and blood oxygenation level without the need of any invasive measurements. Photoplethysmographic (PPG) signals are obtained by such ...
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(2023-04-27)The widespread use of smartphones by most of the population has made smartphone data highly valuable in gaining insights into users’ behavior by capturing their daily activities. This data can be leveraged to predict user ...
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(2016-04-19)The study presents prediction of Estimated Ultimate Recovery (EUR) for multi-stage hydraulically fractured horizontal wells producing primarily oil in the Eagle Ford. The EUR prediction models’ comparison for the multi-stage ...
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With the emergence of cryptocurrencies and blockchain technology, the paradigm of the structure of data storing and distribution has completely changed. And while the central goal of Bitcoin's 2008 whitepaper was to create ...
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(2012-07-16)Aging railroad bridge infrastructure is subject to increasingly higher demands such as heavier loads, increased speed, and increased frequency of traffic. The challenges facing railroad bridge infrastructure provide an ...
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(2014-12-08)Neural networks represent a type of computing that is based on the way that the brain performs computations. Neural networks are good at fitting non-linear functions and recognizing patterns. It is believed that biological ...