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3381
HiPIMS deposition of VO2 thermochromic coating for enhanced optical properties
Published 2022“…VO2 is severely limited in commercialization potential due to its instability in the operational environment. Protective layering to combat VO2 degradation often requires extra fabrication steps which can be complex and costly. …”
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Thesis-Doctor of Philosophy -
3382
Electrochemical electrodes based on graphene materials for sensing and energy applications
Published 2016“…The synthesized GQDs were of uniform distribution in lateral diameter (~3 nm) and thickness (mostly single-layered), and exhibited strong blue photoluminescence (quantum yield, 10%). …”
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Thesis -
3383
Prioritising conservation areas in Southeast Asia: highlighting zoological biodiversity hotspots and assessing spatiotemporal patterns of the felids guild
Published 2022“…Then, I compared the differences and the predictive performances of the varying modelling algorithms, finding that there were large and systematic differences in the modelled probability layers, irrespective of the underlying ecological relationships, but driven by the choice of the algorithm. …”
Thesis -
3384
Geometry guided supervised representation learning for classification
Published 2020“…The discrimination cost also reduces the number of neurons required in hidden layers and decreases the test time. Experimental studies on the benchmark dataset demonstrate that FAE-LG is an efficient tool for machine fault diagnosis. …”
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Thesis-Doctor of Philosophy -
3385
Towards robust sensing and recognition : from statistical learning to transfer learning
Published 2020“…To this end, neural networks with high fitting ability were proposed, which further evolved to deep neural networks as the neural layers become deeper and deeper for better capacity of feature extraction. …”
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Thesis-Doctor of Philosophy -
3386
Reduced cell and stack modeling of planar solid oxide fuel cells
Published 2014“…The variation in the pathways of conductive heat transfer between the flow field and adjacent layers is captured by functional correlation factors that are derived based on a Laplace equation. …”
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Thesis