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5861
Asymmetric prefrontal cortex activation associated with mutual gaze of mothers and children during shared play
Published 2023“…Findings suggest that mothers and children may employ divergent prefrontal mechanisms when engaged in symmetrical behaviours such as mutual gaze. …”
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Journal Article -
5862
Ectomycorrhizal community composition, diversity, and their environmental drivers across common UK temperate woodlands
Published 2023“…While overall ECM richness/diversity was higher among the ancient semi-natural broadleaved habitats than the coniferous-dominant planted woodlands, coppicing and monoculture growth did not appear to reduce ECM richness when compared against their non-coppiced woodlands and mixed conifer woodlands counterparts. …”
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Final Year Project (FYP) -
5863
Microfluidic plasma extraction from blood using wash-free pneumatic system
Published 2023“…This process ensures that the plasma is extracted quickly and efficiently, reducing the risk of hemolysis, which can occur when blood cells break down and release their contents into the plasma. …”
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Final Year Project (FYP) -
5864
Cooperative collision avoidance in multirobot systems using fuzzy rules and velocity obstacles
Published 2023“…Moreover, they cannot deal with uncertain sensing data and linguistic requirements (e.g., the speed of a robot should not be large when it is near to other robots). Hence, to guarantee real-time collision avoidance and deal with linguistic requirements, a distributed and hybrid motion planning method, named Fuzzy-VO, is proposed for multirobot systems. …”
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Journal Article -
5865
A machine-learning-based event-triggered model predictive control for building energy management
Published 2023“…This paper proposes an event-triggered mechanism (ETM) that only runs optimization when triggering events occur. Contrary to conventional ETMs that only considers the current information (e.g., room conditions), the ETM proposed is based on a cost function that covers the past, current, and future information. …”
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Journal Article -
5866
Topological transitions with an imaginary Aubry-André-Harper potential
Published 2023“…The edge states arise when the period of the imaginary potential is a multiple of four lattice constants. …”
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Journal Article -
5867
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 -
5868
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 -
5869
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 -
5870
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 -
5871
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 -
5872
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 -
5873
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 -
5874
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 -
5875
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 -
5876
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 -
5877
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) -
5878
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) -
5879
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) -
5880
Error analysis of a first-order IMEX scheme for the logarithmic Schrödinger equation
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Journal Article