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The closure of Palaeo-Tethys in Eastern Myanmar and Northern Thailand: New insights from zircon U–Pb and Hf isotope data
Published 2015Journal article -
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Insights on Serology, CRISPR Diagnostics, and Machine Learning Architectures for Biological Sequences
Published 2024“…This dissertation focuses on combining cutting-edge immunological, diagnostic, and computational approaches to confront infectious diseases more effectively, with a particular emphasis on SARS-CoV-2. The first two chapters delve into the immunological aspects of SARS-CoV-2, exploring the dynamics of antibody responses during primary infection and reinfection. …”
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Thesis -
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Creative Research : The Theory and Practice of Research for the Creative Industries /
Published 2017Get full text
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software, multimedia -
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Deep generative modeling for image synthesis and manipulation
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Thesis-Doctor of Philosophy -
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Phantom validation of Monte Carlo modeling for noncontact depth sensitive fluorescence measurements in an epithelial tissue model
Published 2015“…In this work, we employed the Monte Carlo method to investigate the depth sensitivity achieved by various illumination and detection configurations including both the traditional cone configurations and new cone shell configurations, which are implemented by convex or axicon lenses. …”
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Journal Article -
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Advancements in Models and Algorithms for Management Science
Published 2024“…Existing work on explaining binary black-box classifiers typically studies when the model predicts 1 or 0 without accounting for the confidence (i.e., probability) of the prediction. …”
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Thesis -
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Modeling and analysis of device-to-device communications and interference management in heterogeneous cellular networks
Published 2016“…In the context of D2D networks, this dissertation first develops a new spatial model in which the locations of D2D devices are modeled according to a Poisson cluster process. …”
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Thesis -
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Modeling and technique to improve PSRR and PS-IMD in analog PWM class-D amplifiers
Published 2010Get full text
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Journal Article -
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A Deep-Learning Surrogate Model Approach for Optimization of Morphing Airfoils
Published 2024Get full text
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The sensitivity of tsunami models and tsunami energy to geologically constrained fault sources and shallow bathymetry
Published 2023“…The waves that would hit Mataram are higher and arrive earlier (∼1.6 – 2.7 m high; <9 minutes) than the waves in Denpasar (∼0.6 – 1.4 m high; <23 – 27 minutes). …”
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Thesis-Doctor of Philosophy -
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A study on the productivity evaluation of building information modelling (BIM) based prefabricated prefinished volumetric construction (PPVC) project
Published 2017“…Of these productive technologies, BIM and PPVC were identified by the authority to be of high potential to achieve productivity gains. BIM is a technology and a process. BIM as a technology enables users to better visualise their development in a simulated environment by generating a 3D model. …”
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Final Year Project (FYP) -
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Reverse translational approaches to population neuroimaging: using rodent models to interpret genetic associations with MRI
Published 2023“…We implemented new multi-modal <em>ex-vivo</em> MRI protocols and post-processing pipelines, working in a new Bruker 7T scanning facility. …”
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Evaluating Adaptive Layer Freezing through Hyperparameter Optimization for Enhanced Fine-Tuning Performance of Language Models
Published 2024“…Additionally, our work also provides valuable insight into per-layer importance of language models by showing that certain layers have a stronger direct correlation with the overall model accuracy.…”
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Cloud Spark Cluster to analyse English prescription big data for NHS intelligence
Published 2024Get full text
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