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11021
Securing untrusted memories in embedded systems
Published 2020“…The tree is initialized using Van-Emde Boas (vEB) organization to take advantage of locality of reference. …”
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Thesis-Doctor of Philosophy -
11022
Solution-processed lead halide perovskite single crystal scintillators
Published 2021“…In my second work (Chapter 5), we found that Li doping can enhance the scintillating performance of 2D perovskite (PEA)2PbBr4, such as higher light yield and smaller light yield difference caused by temperature change. …”
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Thesis-Doctor of Philosophy -
11023
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11024
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11025
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11026
Experimental & simulation study of 16kWp photovoltaic (PV) system performance & the investigation of PV heat island effect
Published 2022“…The disparity in performance ratio (PR) was seen to be largely within an acceptable range of 2.77-5.22% with the exception of the Jan 2022 where the difference was 10.38%. …”
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Thesis-Master by Coursework -
11027
Toward a generic federated learning platform optimized for computer vision applications
Published 2023“…Our evaluation demonstrates that EasyFL allows users to write less code and our distributed training optimization effectively accelerates training speed by 1.5 times. Built on EasyFL, we optimize algorithms for the following three computer vision applications: person re-identification (ReID), unsupervised person ReID, and self-supervised learning. …”
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Thesis-Doctor of Philosophy -
11028
Modeling perception errors in autonomous vehicles and their impact on behavior
Published 2023“…Cooperative Perception is a Vehicle-to-Everything (V2X) solution that enables connected vehicles to share information about their surroundings, with the goal of improving the overall perception quality. …”
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Thesis-Doctor of Philosophy -
11029
Perovskite superstructures and heterostructures for enhanced optical performance
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Thesis-Doctor of Philosophy -
11030
Nonequilibrium hyperuniform fluids
Published 2024“…Our result suggests that the phase transformations in nonequilibrium systems can be fundamentally different from the ones in equilibrium. In Chapter 5, we study nonequilibrium reactive particle systems with additional short-ranged attractive interactions using molecular dynamics simulations. …”
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Thesis-Doctor of Philosophy -
11031
Thermal energy storage enhancement of latent heat thermal energy storage systems
Published 2025“…With respect to horizontal fins, positively inclined fins of +15º and +30º delayed the full melt time by 3.8% and 4.0%, respectively, while negatively inclined fins at -15º and -30º improved the melt fraction difference by up to 5.2%. Three fin lengths corresponding to dimensionless lengths of 0.375, 0.625 and 0.875 were numerically studied together with varying angles. …”
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Thesis-Doctor of Philosophy -
11032
Carbon-semiconductor hybrid nanostructures and their photoresponse behaviors
Published 2013“…By using an asymmetrical contact structure, the hybrid devices present significant rectification in I-V curves, and show predominant photoresponse to light illumination. …”
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Thesis -
11033
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11034
Thermoplastic polymer nanocomposites based on polydopamine-coated clay : preparation, structures and properties
Published 2014“…The results showed polyester-based PU nanocomposites with D-clay concentration above 5 wt% formed percolated clay network structure, this hindered the movement of both hard and soft segments to a certain extent. …”
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Thesis -
11035
Human factors in agile software development
Published 2015“…To address these three questions, we have conducted a series of experiments, simulations and data analysis, and contributed a series of solutions and insights in this research, including 1) a Goal Net based method to enhance goal and requirement management for ASD process, 2) a novel Simple Multi-Agent Real-Time (SMART) approach to enhance intelligent task allocation for ASD process, 3) a Fuzzy Cognitive Map (FCM) based method to enhance emotion and morale management for ASD process, 4) a large-scale in-depth empirical analysis of human factors in the agile development process through the continuous observation of student ASD teams, and 5) the identification of an ASD process as a human-computation system that uses humans to perform tasks that computers are not good at and computers to assist human decision making.…”
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Thesis -
11036
Quantitative analysis of coronary artery from computed tomography angiography images
Published 2016“…When correlating with myocardial perfusion assessment or coronary blood flow, lumen area evaluation is expected to be preferable to diameter quantification [5, 6, 7, 8]. It is intuitive that diameter assessment is difficult when considering irregular arterial lumen shapes at lesion sites [9]. …”
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Thesis -
11037
The relations between Van Der Waals and covalent forces in layered crystals
Published 2017“…Further its FET has an on/off ratio of 105 and mobility of 18 and 40 cm2V-1s-1 at room and low temperature respectively. …”
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Thesis -
11038
EEG-based attention recognition using machine learning
Published 2017“…Using CSDF, 83 out of 868 features are selected to distinguish the unattended and attended conditions. The accuracy 94.3% (±5.6%) is the best compared to other feature selection and channel selection algorithms. …”
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Thesis -
11039
Optimized GPU algorithms for sparse data problems
Published 2017“…Our SpGEMM algorithm efficiently enumerates all the work done during a computation to achieve perfect load balancing, and also uses a randomized algorithm to nearly optimally partition the matrix into pieces small enough to be operated on using the fast but limited amount of shared memory. It is up to 2.5× faster than the state of the art GPU SpGEMM algorithm on the most difficult, unstructured matrices. …”
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Thesis -
11040
From node embedding to community embedding on graphs
Published 2019“…We further developed an efficient inference algorithm for ComE+ by maintaining the complexity as low as O(|V| + |E|). We evaluated the proposed algorithms on multiple real-world data sets and showed that they improve graph visualization and outperform the state-of-the-art baselines in various application tasks, e.g., community detection and node classification. …”
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Thesis