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Optical study of excitonic complexes in transition metal dichalcogenides monolayers
Published 2021“…However, the distinct electronic band structure and possible many-particle components lead to complicated excitonic features especially in the photoluminescence spectra of W-based monolayers. Their possible origins and compositions need to be further explored. …”
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Thesis-Doctor of Philosophy -
123
Speeding up deep neural network training with decoupled and analytic learning
Published 2021“…The other challenge is that, to implement the analytic learning, there is a possible issue of memory leak caused by matrix operations based on the entire dataset. Hence, a block-wise recursive Moore-Penrose inverse (BRMP) method is proposed which can reformulate the original analytic learning exactly into a block-wise alternative using a block-wise decomposition of Moore-Penrose inverse. …”
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Thesis-Doctor of Philosophy -
124
Layer-by-layer assembled micro and nano carriers for drug delivery applications
Published 2013“…Layer-by-Layer (LbL) technology involves the consecutive assembly of oppositely charged polyelectrolytes based on electrostatic interactions onto charged template surfaces. …”
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Thesis -
125
Coupled acoustic resonator systems with novel acoustic properties
Published 2021“…Inspired by the potential applications based on their unique properties, tremendous explorations to extend the topological concept to acoustic systems have been witnessed in recent years. …”
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Thesis-Doctor of Philosophy -
126
Phononic real Chern insulator with protected corner modes in graphynes
Published 2023“…By using first-principle calculations and topology/symmetry analysis, we find that phonons in both graphdiyne and $\gamma$-graphyne exhibit a second-order topology, which belongs to the specific case known as real Chern insulator. We identify the nontrivial phononic band gaps, which are characterized by nontrivial real Chern numbers enabled by the spacetime inversion symmetry. …”
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Journal Article -
127
Investigating the content and function of stress-induced extracellular vesicles in colorectal cancer
Published 2021“…After validating a SEC-based method to isolate EVs from patient plasma, I showed that nCRT for rectal cancer is associated with altered EV-miRNA cargo. …”
Thesis -
128
Stack sizing for optimal current drivability in subthreshold circuits
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Journal Article -
129
Towards electrically injected colloidal semiconductor lasers
Published 2025“…Further manipulation of the NPL-based polymer enabled the formation of an interconnected fiber network capable of mode selection and modulation. …”
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Thesis-Doctor of Philosophy -
130
Investigating the EM performance of building materials for mid-band 5G in urban built environment: an exploratory study
Published 2024“…Experimental and simulation-derived results were cross-validated using their |S11| parameter plots, demonstrating a systemic downward shift in the resonant frequency and associated variations in impedance matching due to changes in loading reactance of the CSRR-loaded ESA. Finally, a novel inversion modelling procedure was developed based on perturbation theory to numerically extrapolate the relative permittivity of the various dielectric-loaded materials. …”
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Thesis-Doctor of Philosophy -
131
Know Thy Cell-Free DNA: Early Detection of Microsatellite Instability Using Ultra-Low-Pass Cell-Free DNA Sequences
Published 2024“…Microsatellites are short segments of repeated DNA motifs (i.e., base pair patterns) that are widespread in our genomes. …”
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Thesis -
132
Interventions for quitting vaping
Published 2025“…Their incorporation into the evidence base and the continued identification of new studies is imperative to inform clinical and policy guidance on the best ways to stop vaping. …”
Journal article -
133
Tsewang Norbu NGB
Published 2025“…Occasionally, the boundaries of a text may not be entirely clear, and we have made case by case editorial decisions based on a number of considerations, including previous scholarship on the text(s) in question, but most importantly, making some attempt to represent what appears to be the understanding of our edition's compilers. …”
Dataset -
134
Generative pretrained autoregressive transformer graph neural network applied to the analysis and discovery of novel proteins
Published 2024“…We report a flexible language-model-based deep learning strategy, applied here to solve complex forward and inverse problems in protein modeling, based on an attention neural network that integrates transformer and graph convolutional architectures in a causal multi-headed graph mechanism, to realize a generative pretrained model. …”
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Article -
135
Generative discovery of de novo chemical designs using diffusion modeling and transformer deep neural networks with application to deep eutectic solvents
Published 2024“…In addition to separate forward and inverse models, we also report an integrated fully prompt-based multi-task generative pretrained transformer model that solves multiple forward, inverse design, and prediction tasks, flexibly and within one model. …”
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Article -
136
Modeling and FES control of human movement with threshold control theory
Published 2011“…Our study aims to build a physiology-based control model of the human motor system. In the perspective of control engineering, an ideal controller is expected to drive the complex motor system without solving the “inverse dynamics problem”. …”
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Thesis -
137
Quantitative analysis of coronary artery from computed tomography angiography images
Published 2016“…Most commonly, diameter stenosis is measured because of the popularity of projection-based invasive angiography, which is measured as the ratio of the reduction in vessel diameter to the proximal normal diameter [4]. …”
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Thesis -
138
Sensing signal conditioning circuit design and analysis for emerging pressure sensing technology
Published 2017“…Using the high performance LTSPICE simulator, SPICE models were made based of the traits of the selected materials to simulate the electrical characteristics of the sensors. …”
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Final Year Project (FYP) -
139
Investigations into high resolution imaging and contouring for diagnostic bio-applications
Published 2016“…Of these, currently, only endoscopy provides a possibility of abnormality detection based on direct tissue imaging and visual differentiation in body cavities such as colon. …”
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Thesis -
140
Uncovering vein patterns from color skin images for personal identification in forensic investigation
Published 2013“…Based on this approach we develop four optical models for simulating skin color formation. …”
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Thesis