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Filtering by: Creator Chʻen, Wen-hsiung Remove constraint Creator: Chʻen, Wen-hsiung Decade 2020-2029 Remove constraint Decade: 2020-2029 Degree Name Master of Science (M.S.) Remove constraint Degree Name: Master of Science (M.S.)

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  • A case for application-based linear transformers : applied towards text-to-spectrogram

    Creator:
    Agostinelli, Victor
    Abstract:
    Various natural language processing (NLP) tasks necessitate deep models that are fast, efficient, and small based on their ultimate application at the edge or elsewhere. While significant investigation has furthered the efficiency and reduced the size of these models, reducing their downstream latency without significant trade-offs remains a difficult task....
    Resource Type:
    Masters Thesis
    Full Text:
    approved: Lizhong Chen Various natural language processing (NLP) tasks necessitate deep models that are

  • Chromium Phillips Catalyst on Tin Oxide Substrate: Deposition and Characterization

    Creator:
    Chen, Di
    Abstract:
    In order to synthesize polyethylene by the microreactor with a catalyst, this thesis prepares the chemical coating layers for the reactor channel. There are two layers in the channel: the Phillips catalysts and an antimony-doped tin oxide layer on glass substrate. The Phillips catalyst help to synthesize polyethylene in the...
    Resource Type:
    Masters Thesis
    Full Text:
    ABSTRACT OF THE THESIS OF Di Chen for the degree of Master of Science in Chemical Engineering

  • Mining Temporal Patterns for Prediction: A Mixed-Integer Programming Approach

    Creator:
    Mansourifard, Farzaneh
    Abstract:
    In the past two decades, the advancement in data collection and storage have led to the accumulation of complex datasets. Consequently, various industries have sought data-driven solutions to predict and detect anomalies. Temporal patterns have emerged as potential features in prediction models that could improve the performance of the identification...
    Resource Type:
    Masters Thesis
    Full Text:
    individual items, Chen et al. [20] propose a different representation called a time-interval sequence that

  • Quasicrystal Formation, Structure and Indentation Behaviors in Pure Tantalum

    Creator:
    Wang, Zhengming
    Abstract:
    Spontaneous quasicrystal (QC) formation has not been observed in pure metals either in computation or in experiments (excluding epitaxial growth of thin atomic layers on a QC template). In this thesis work, dodecagonal QC (DDQC) grains are first discovered to spontaneously form during thermal devitrification of pure tantalum (Ta) metallic...
    Resource Type:
    Masters Thesis
    Full Text:
    formed in rapidly solidified V3Ni2 and V15Ni10Si alloys have been presented by Chen et al. [23], shown

  • Effect of Laser Powder Bed Fusion Parameters and Hot Isostatic Pressing on the Microstructure and Mechanical Properties of C22 Alloy

    Creator:
    Yan, Dongqing
    Abstract:
    A nickel-based Hastelloy C22 powder with a nominal composition of Ni-21.30Cr-13.36Mo-1.92Co-2.94W-3.85Fe-0.23Mn-0.3V(wt%) and particle size distribution of D₁₀=23.8±0.3 μm, D₅₀=37.5±0.2μm, and D₉₀=59.3±1.1 μm was gas atomized to be used as a feedstock in Laser Powder Bed Fusion (LPBF). In this study, laser power and scanning speed were optimized to manufacture specimens...
    Resource Type:
    Masters Thesis
    Full Text:
    ] B. Song, X. Zhao, S. Li, C. Han, Q. Wei, S. Wen, J. Liu, Y. Shi, Differences in microstructure and

  • Spherical Au Nanoparticle Interaction with Lipid Monolayers Probed with Sum Frequency Generation Spectroscopy

    Creator:
    Faase, Ryan A.
    Abstract:
    Nanoparticles have become more prevalent from their use in sunscreen to antimicrobial agents in socks. In light of these applications, gaining a fundamental understanding of how NPs interact with humans is crucial for their future. Specifically, how cells interact with NPs and what factors drive the modes of cellular uptake....
    Resource Type:
    Masters Thesis
    Full Text:
    . However, there are studies that show a different trend. Chen et. al. injected mice with “naked” AuNPs

  • Of Mysid and Menidia: Sublethal Effects of Micro and Nanoplastics on Estuarine Indicator Species

    Creator:
    Dickens, John
    Abstract:
    Microplastics are widely distributed in aquatic environments. The term ‘microplastics’ encompasses a wide array of particles with unique polymer constituents, morphologies, and sources, such as automobile tire tread. Tire wear particles (TWP) can end up in waterways near densely populated municipalities, where they can interact with aquatic biota. Studying the...
    Resource Type:
    Masters Thesis
    Full Text:
    al., 2017; Hutton et al., 2021a) and facilitates adsorption to nonpolar MNP surfaces (Chen et al

  • Poisoning machine learning models to increase membership inference risks

    Creator:
    Le, Hoang
    Abstract:
    Deep learning is now being utilized widely in applications where sensitive data is being used for model training, for example, in health care. In this scenario, any data leakage will cause privacy concerns to whose data records are used to train the model. An attacker can actively cause privacy leakage...
    Resource Type:
    Masters Thesis
    Full Text:
    ] Liam H Fowl, Jonas Geiping, Steven Reich, Yuxin Wen, Wojciech Czaja, Micah Goldblum, and Tom Goldstein

  • Deep Segmentation in Plant Phenomics

    Creator:
    Kaur, Damanpreet
    Abstract:
    The abilities of plant biologists to characterize the genetic basis of physiological traits are limited by their abilities to obtain quantitative data representing precise details of trait variation and mainly to collect this data on a high-throughput scale at low cost. Deep learning-based methods have demonstrated unprecedented potential to automate...
    Resource Type:
    Masters Thesis
    Full Text:
    feature maps was a bottleneck to obtain good prediction results before Chen et al. introduced the concept

  • Determination of Mass Flow Rate through Plain Mesh Wick and Nano- Structured Mesh Wick for the Design of Thermal Compressor Systems

    Creator:
    Uwaoma, Ifeanyi A.
    Abstract:
    Wicking action refers to the movement of a liquid through a porous or a structured surface via capillary action. This phenomenon is affected by surface geometry, such as the wick thickness and pore size of the wick, as well as fluid properties, such as viscosity and surface tension of the...
    Resource Type:
    Masters Thesis
    Full Text:
    the motivating factor behind the use of this phenomenon in phase-change heat transfer (Chen, 2009