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5861
Dynamics of time-modulated, nonlinear phononic lattices
Published 2023“…The propagation of acoustic and elastic waves in time-varying, spatially homogeneous media can exhibit different phenomena when compared to traditional spatially varying, temporally homogeneous media. …”
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Journal Article -
5862
Multifunctional electrochromic devices for energy applications
Published 2023“…Electrochromic devices that assimilate these energy functionalities, along with bias-induced color modulation, are very promising as they not only help in energy conversion and storage but also help in energy saving when used as smart e-curtains for application in buildings and vehicles. …”
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Journal Article -
5863
Bolstering functionality in multilayer and bilayer WS₂ via focused laser micro-engraving
Published 2023“…Herein, we report a newfound property of the laser-thinned regions to adhere strongly to the underlying substrate when lasered down to the monolayer limit. Upon a brief sonication in various solvents, the surrounding pristine multilayers can be lifted off, solely leaving behind the post-lasered monolayer patterns. …”
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Journal Article -
5864
Multi-track, multi-layer cladding layers of YCF102: an analytical and predictive investigation of geometric characteristics
Published 2023“…The results show that the increase of the number of tracks and layers lead to the increase of clad height, clad width and melt pool depth. When cladding the sixth layer, the clad width and melt pool depth still show an increasing trend, but the increase rate of melt pool depth slows down. …”
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Journal Article -
5865
A universal transfer network for machinery fault diagnosis
Published 2023“…Our experimental results demonstrate that the proposed method performs better in all DA settings when compared to other methods.…”
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Journal Article -
5866
Uncertainty quantification in DenseNet model using myocardial infarction ECG signals
Published 2023“…Conclusion: Through this work, it has been established that the model is reliable as it was able to convey when it was not confident in the diagnostic information it was presenting. …”
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Journal Article -
5867
VToonify: controllable high-resolution portrait video style transfer
Published 2023“…Although a series of successful portrait image toonification models built upon the powerful StyleGAN have been proposed, these image-oriented methods have obvious limitations when applied to videos, such as the fixed frame size, the requirement of face alignment, missing non-facial details and temporal inconsistency. …”
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Journal Article -
5868
Improved packing for fully homomorphic encryption with reverse multiplication friendly embeddings
Published 2024“…Developments in quantum computing have led cryptographers to review existing protocols that will be vulnerable when quantum computers are practical. There is an ongoing effort by NIST to develop a post-quantum cryptographic standard. …”
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Thesis-Doctor of Philosophy -
5869
Design and verification of carefree maneuvering protection for a high performance fighter aircraft
Published 2024“…This is then augmented with a novel angle of attack protection that comes into play only when the pilot inputs cause the aircraft to exceed the incidence on the positive or negative side (one sided protection), while maintaining the rate command attitude hold behavior within the normal operational bounds of angle of attack. …”
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Journal Article -
5870
GBGVD: growth-based geodesic Voronoi diagrams
Published 2024“…Generally speaking, each ordinary bisector point of the GVD is determined by two adjacent generators while each branching point of the GVD is given by at least three generators. When there are sufficiently many generators, straight-line distance serves as an effective alternative of geodesic distance for computing GVDs. …”
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Journal Article -
5871
Time series anomaly detection
Published 2024“…Anomalies are identified as points where reconstruction errors fall above the Interquartile Range and the first index of these anomalies will be interpreted as the point in time when anomalous behavior becomes prevalent, signaling the onset of degradation. …”
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Final Year Project (FYP) -
5872
Enhancing downstream ML performance with unconditional diffusion models for return predictions
Published 2024“…Finally, we evaluate a real life application, by employing a simple trading strategy using the downstream predictions and its back test on the test data showcased significantly better Return on Investment and Sharpe Ratio when augmentation is applied, indicating better risk-adjusted returns.…”
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Final Year Project (FYP) -
5873
Dynamic properties of structures integrated with tuned liquid sloshing dampers analyses
Published 2024“…Free vibration, a fundamental concept, occurs when a system oscillates freely from its equilibrium position, driven solely by its initial conditions and inherent properties. …”
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Final Year Project (FYP) -
5874
Error analysis of a first-order IMEX scheme for the logarithmic Schrödinger equation
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Journal Article -
5875
Machine learning hardware accelerator for single-event-latchup (SEL) and micro-SEL detection in commercial-off-the-shelf (COTS) systems
Published 2024“…Among the various radiation effects, the single-event-latchup (SEL) is of the most concern – it is catastrophic to semiconductor devices when it occurs. In addition, the micro-SEL, a low-current SEL phenomenon, may also occur, where the induced current is lower than an SEL – therefore more difficult to detect, potentially compromising device reliability and lifespan. …”
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Thesis-Master by Coursework -
5876
Dynamically-biased fixed-point LSTM for time series processing in AIoT edge device
Published 2024“…The performance of the proposed model is also validated with the classical air passenger forecasting problem. 0.075 loss and 94.96% accuracy are achieved with 2-bit weight when compared to the ground truth, which is comparable to full-length 32-bit weight.…”
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Conference Paper -
5877
Case report: the 'vanished' left pulmonary artery
Published 2024“…It is commonly misdiagnosed as pulmonary artery agenesis when the patent arterial duct constricts, with cessation of blood flow into the affected pulmonary artery. …”
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Journal Article -
5878
Modelling the dynamics of microbubble undergoing stable and inertial cavitation: delineating the effects of ultrasound and microbubble parameters on sonothrombolysis
Published 2024“…It was found that microbubble translation towards the clot and the shear stress on the clot surface during stable cavitation were significant when the bubble was about to undergo inertial cavitation. …”
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Journal Article -
5879
OS-FCM: a semi-supervised clustering approach to investigating consumers' usage patterns of contactless shopping-delivery (S-D) channel
Published 2024“…As a semi-supervised clustering approach, OS-FCM integrates One-Class Support Vector Machine and Fuzzy C-Means, which enables it to make a trade-off between subjective judgement and statistical evidence when identifying patterns and to effectively recognize the patterns of outliers. …”
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Journal Article -
5880
Single Zn atoms with acetate-anion-enabled asymmetric coordination for efficient H2O2 photosynthesis
Published 2024“…Specifically, the O atom from acetate (OAc) anion participates in the coordination of single-Zn sites on CN, forming asymmetric Zn-N3 O moiety on CN (denoted as CN/Zn-OAc), in contrast to the obtained Zn-N4 sites when sulfate (SO4 ) is adopted (CN/Zn-SO4 ). Both experimental and theoretical investigations demonstrate that the Zn-N3 O moiety exhibits higher intrinsic activity for O2 reduction to H2 O2 than the Zn-N4 moiety. …”
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Journal Article