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1
Sampling Signals With a Finite Rate of Innovation on the Sphere
Published 2016Get full text
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Journal Article -
2
Detecting voice disguise from speech variability : analysis of three glottal and vocal tract measures
Published 2014Get full text
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Conference Paper -
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Nine voices, one artist : linguistic and acoustic analysis
Published 2014Get full text
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Conference Paper -
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Automatic segmentation of the choroid in enhanced depth imaging optical coherence tomography images
Published 2013Get full text
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Journal Article -
6
Artificial neural networks solutions for solving differential equations: A focus and example for flow of viscoelastic fluid with microrotation
Published 2023“…PINN offers an alternative to classical numerical methods. …”
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Article -
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Data-driven forward and inverse analysis of two-dimensional soil consolidation using physics-informed neural network
Published 2024“…Different random seeds are used to test the robustness of the PINN developed and quantify the associated model uncertainty. …”
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Journal Article -
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Physics-informed neural network for fast prediction of temperature distributions in cancerous breasts as a potential efficient portable AI-based diagnostic tool
Published 2024“…This work presents the development of a novel Physics-Informed Neural Network (PINN) method for fast forward simulation of heat transfer through cancerous breast models. …”
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Journal Article -
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Modeling, sampling and reconstruction of EEG signals with seizures
Published 2008Get full text
Thesis -
10
Sensor to detect volatile organic compounds emitted by plants
Published 2022“…The gas sensing performance of the fabricated sensor was tested with the α-pinene VOC. The chemiresistive sensor was fabricated using the 2D Tin+1CnTx class of material from the 2D MXene family. …”
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Final Year Project (FYP) -
11
Physics-Informed Deep Learning for Plasma Etch Optimization
Published 2024“…Future work includes utilizing the PINN model in a Bayesian framework to facilitate recipe optimization for the desired etch profile.…”
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Thesis -
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EEG analysis using the linear canonical transform
Published 2011Get full text
Final Year Project (FYP) -
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Finite rate Innovation and its applications in electrocardiography
Published 2015Get full text
Thesis -
18
Variations in the composition and biochemical attributes of Eucalyptus camaldulensis L. leaves essential oil as function of drying methods
Published 2023“…According to GC-MS analysis, 1,8-cineole (28.08-42.70%), terpinol (11.19-19.28%), terpen-4-ol (9.74-12.33%), and β-pinene (7.89-9.51%) were the prominent components found in the evaluated ELEOs, followed by p-cymene (4.96-5.92%). …”
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Creating a visual music interface via emotion detection
Published 2010Get full text
Final Year Project (FYP)