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Optimization and Performance Evaluation of Hybrid Deep Learning Models for Traffic Flow Prediction (2023)
Presentation / Conference Contribution
Goparaju, S. U., Biju, R., M, P., MC, B., Gangadharan, D., Mandal, B., & C, P. (2023, June). Optimization and Performance Evaluation of Hybrid Deep Learning Models for Traffic Flow Prediction. Presented at 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence, Italy

Traffic flow prediction has been regarded as a critical problem in intelligent transportation systems. An accurate prediction can help mitigate congestion and other societal problems while facilitating safer, cost and time-efficient travel. However,... Read More about Optimization and Performance Evaluation of Hybrid Deep Learning Models for Traffic Flow Prediction.

A Restricted Parametrized Model for Interval-Valued Regression (2023)
Presentation / Conference Contribution
Ying, J., Kabir, S., & Wagner, C. (2023, August). A Restricted Parametrized Model for Interval-Valued Regression. Presented at 2023 IEEE International Conference on Fuzzy Systems (FUZZ), Incheon, Republic of Korea

This paper explores the parameter generation of the existing ‘Parametrized Model’ (PM) as the state-of-the-art linear interval-valued regression model, highlighting that its strong performance may arise from unexpected behavior. Focusing on the appro... Read More about A Restricted Parametrized Model for Interval-Valued Regression.

Characterising small objects in the regime between the eddy current model and wave propagation (2023)
Journal Article
Ledger, P. D., & Lionheart, W. R. B. (2023). Characterising small objects in the regime between the eddy current model and wave propagation. European Journal of Applied Mathematics, 1-24. https://doi.org/10.1017/S0956792523000207

Being able to characterise objects at low frequencies, but in situations where the modelling error in the eddy current approximation of the Maxwell system becomes large, is important for improving current metal detection technologies. Importantly, th... Read More about Characterising small objects in the regime between the eddy current model and wave propagation.

Exploring the Security Culture of Operational Technology (OT) Organisations: The Role of External Consultancy in Overcoming Organisational Barriers (2023)
Presentation / Conference
Evripidou, S., Ani, U. D., Hailes, S., & McK. Watson, J. D. (2023, August). Exploring the Security Culture of Operational Technology (OT) Organisations: The Role of External Consultancy in Overcoming Organisational Barriers. Presented at Nineteenth Symposium on Usable Privacy and Security (SOUPS 2023), Anaheim, California, USA

Operational Technology (OT) refers to systems that control and monitor industrial processes. Organisations that use OT can be found in many sectors, including water and energy, and often operate a nation's critical infrastructure. These organisations... Read More about Exploring the Security Culture of Operational Technology (OT) Organisations: The Role of External Consultancy in Overcoming Organisational Barriers.

Measuring the Magnetic Polarizability Tensor of Non-Symmetrical Metallic Objects (2023)
Journal Article
Özdeğer, T., Ozdeger, T., Davidson, J. L., Davidson, J., Ledger, P. D., Conniffe, D., Lionheart, W. R. B., Lionheart, W., Peyton, A. J., & Peyton, A. (2023). Measuring the Magnetic Polarizability Tensor of Non-Symmetrical Metallic Objects. IEEE Sensors Journal, 23(17), 20027-20036. https://doi.org/10.1109/jsen.2023.3296439

The Magnetic Polarizability Tensor (MPT) is a representative electromagnetic property of a metallic object, which depends on the size, material, shape, and excitation frequency of the object. The MPT can be used to describe the response of metal dete... Read More about Measuring the Magnetic Polarizability Tensor of Non-Symmetrical Metallic Objects.

libSBOLj3: a graph-based library for design and data exchange in synthetic biology. (2023)
Journal Article
Mısırlı, G. (2023). libSBOLj3: a graph-based library for design and data exchange in synthetic biology. Bioinformatics, 39(8), 3. https://doi.org/10.1093/bioinformatics/btad525

The Synthetic Biology Open Language version 3 data standard provides a graph-based approach to exchange information about biological designs. The new data model has major updates and offers several features for software tools. Here, we present libSBO... Read More about libSBOLj3: a graph-based library for design and data exchange in synthetic biology..

Deep Reinforcement Learning for Smart Energy Networks (2023)
Thesis
Harrold, D. J. B. Deep Reinforcement Learning for Smart Energy Networks. (Thesis). Keele University. https://keele-repository.worktribe.com/output/530054

To reduce global greenhouse gas emissions, the world must find intelligent solutions to maximise the utilisation of carbon-free renewable energy sources (RES). Energy storage systems (ESS) can be used to store energy when RES generation exceeds deman... Read More about Deep Reinforcement Learning for Smart Energy Networks.

Asymptotic formulations of anti-plane problems in pre-stressed compressible elastic laminates (2023)
Journal Article
Helmi, M. M., Althobaiti, S., Mubaraki, A. M., & Rogerson, G. A. (2023). Asymptotic formulations of anti-plane problems in pre-stressed compressible elastic laminates. Open Physics, 21(1), https://doi.org/10.1515/phys-2022-0265

This article investigates the long-wave anti-plane shear motion in a symmetric three-layered laminate composed of pre-stressed compressible elastic layers. The layers of the laminate are perfectly bonded, while traction-free and fixed boundary condit... Read More about Asymptotic formulations of anti-plane problems in pre-stressed compressible elastic laminates.

Incomplete Information VCG Contracts for Common Agency (2023)
Journal Article
Alon, T., Talgam-Cohen, I., Lavi, R., & Shamash, E. (in press). Incomplete Information VCG Contracts for Common Agency. Operations Research, https://doi.org/10.1287/opre.2023.2475

The “common agency” model, introduced by Bernheim and Whinston in 1986 combines the fundamental challenge of the principal–agent model with the challenges of coordinating multiple principals. In “Incomplete information VCG contracts for common agency... Read More about Incomplete Information VCG Contracts for Common Agency.

Reduced order model approaches for predicting the magnetic polarizability tensor for multiple parameters of interest (2023)
Journal Article
Elgy, J., & Ledger, P. D. (2023). Reduced order model approaches for predicting the magnetic polarizability tensor for multiple parameters of interest. Engineering with Computers, 39(6), 4061-4076. https://doi.org/10.1007/s00366-023-01868-x

The design of magnets for magnetic resonance imaging (MRI) scanners requires the numerical simulation of a coupled magneto-mechanical system where the effects that different material parameters and in-service loading conditions have on both imaging a... Read More about Reduced order model approaches for predicting the magnetic polarizability tensor for multiple parameters of interest.

Three-Dimensional Dynamic Analysis of Layered Elastic Shells (2023)
Journal Article
Aghalovyan, L. A., Ghulghazaryan, L. G., Kaplunov, J. D., & Prikazchikov, D. A. (2023). Three-Dimensional Dynamic Analysis of Layered Elastic Shells. Journal of Mathematical Sciences, 273(6), 999-1015. https://doi.org/10.1007/s10958-023-06560-5

Three-dimensional dynamic problem for a layered orthotropic elastic shell with free upper face is considered. The interfaces between the layers are assumed to be in perfect contact and the displacements of one of the interfaces are prescribed. A long... Read More about Three-Dimensional Dynamic Analysis of Layered Elastic Shells.

2D Asymptotic Analysis of a Thin Elastic Beam with Density-Dependent Generalized Young’s Modulus (2023)
Book Chapter
Erbaş, B., Kaplunov, J., & Rajagopal, K. R. (2023). 2D Asymptotic Analysis of a Thin Elastic Beam with Density-Dependent Generalized Young’s Modulus. In Mechanics of Heterogeneous Materials (501-513). Springer. https://doi.org/10.1007/978-3-031-28744-2_22

The elastic equilibrium of a thin elastic beam is studied using asymptotic analysis starting from a 2D formulation within the context of plane elasticity. The aim of the paper is to elucidate the influence of density and hence small volume strain of... Read More about 2D Asymptotic Analysis of a Thin Elastic Beam with Density-Dependent Generalized Young’s Modulus.

Forcing the silence of the Lamb waves: Uni-directional propagation in structured gyro-elastic strips and networks (2023)
Journal Article
Carta, G., Nieves, M., & Brun, M. (2023). Forcing the silence of the Lamb waves: Uni-directional propagation in structured gyro-elastic strips and networks. European Journal of Mechanics - A/Solids, 101, Article 105070. https://doi.org/10.1016/j.euromechsol.2023.105070

In this paper, we propose an innovative design of an elastic network, which is capable of channelling the energy supplied by an external source towards any of its endpoints, that can be chosen arbitrarily and in advance. This system, named Mechanical... Read More about Forcing the silence of the Lamb waves: Uni-directional propagation in structured gyro-elastic strips and networks.

A study of mechanical and capillary bifurcation phenomena in soft elastic materials (2023)
Thesis
Emery, D. R. A study of mechanical and capillary bifurcation phenomena in soft elastic materials. (Thesis). Keele University. https://keele-repository.worktribe.com/output/515651

Stress-induced pattern formations in soft elastic materials are bifurcation phenomena which can be localized or periodic. Certain localized pattern formations such as necking or bulging are associated with zero wavenumber, whereas periodic pattern fo... Read More about A study of mechanical and capillary bifurcation phenomena in soft elastic materials.

Not to be sniffed at: repurposing existing RNA-seq data to examine changes to human nasal microbiome composition in COVID-19 infection, compared to influenza and healthy controls (2023)
Journal Article
Wainwright, F., Misirli, G., & Andras, P. (2023). Not to be sniffed at: repurposing existing RNA-seq data to examine changes to human nasal microbiome composition in COVID-19 infection, compared to influenza and healthy controls. Microbiota in Health and Disease, 5(2), Article e845. https://doi.org/10.26355/mhd_20236_845

Objective: The human microbiome is essential in maintaining healthy physiology; compositional changes have been implicated in numerous physical and mental diseases. Thus far, COVID-19 microbiome research has focused primarily upon gut and lung bacter... Read More about Not to be sniffed at: repurposing existing RNA-seq data to examine changes to human nasal microbiome composition in COVID-19 infection, compared to influenza and healthy controls.

On the origin of power-scaling exponents in silica aerogels (2023)
Journal Article
Aney, S., Pandit, P., Ratke, L., Milow, B., & Rege, A. (2023). On the origin of power-scaling exponents in silica aerogels. Journal of Sol-Gel Science and Technology, 114(1), 98-105. https://doi.org/10.1007/s10971-023-06156-0

The macroscopic properties of open-porous cellular materials hinge upon the microscopic skeletal architecture and features of the material. Typically, bulk material properties, viz. the elastic modulus, strength of the material, thermal conductivity,... Read More about On the origin of power-scaling exponents in silica aerogels.

Airborne imagery and lidar based 3D reconstruction using commercial drones (2023)
Journal Article
Açıcı, K., Mert Erdal, Ö., Yılmaz, A., Unal, M., Erkan Bostancı, G., & Serdar Güzel, M. (2023). Airborne imagery and lidar based 3D reconstruction using commercial drones. Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, 65(1), 16-29. https://doi.org/10.33769/aupse.1193408

In the study, the implementation of 3D reconstruction of buildings using drones is explained. In this project, Airsim was used as the simulation environment and images were obtained from the simulation environment using OpenCV and the Meshroom softwa... Read More about Airborne imagery and lidar based 3D reconstruction using commercial drones.

Axisymmetric necking of a circular electrodes-coated dielectric membrane (2023)
Journal Article
Fu. (2023). Axisymmetric necking of a circular electrodes-coated dielectric membrane. Mechanics of Materials, 104645 - 104645. https://doi.org/10.1016/j.mechmat.2023.104645

We investigate the stability of a circular electrodes-coated dielectric membrane under the combined action of an electric field and all-round in-plane tension. It is known that such a membrane is susceptible to the limiting point instability (also kn... Read More about Axisymmetric necking of a circular electrodes-coated dielectric membrane.