75 10 900 https://linen-dog.lnx.warwick.ac.uk/files/original/2e69f41b5d3b4c015aa5e0ddbb696316.pdf b1ed18e5edf3b2853b725c63e0f6b972 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Mathematics Academic Poster An academic poster Abstract The abstract of the paper This project extends the framework of Leung and Turrini (AAMAS 2024) by introducing behavioural diversity into populations of reinforcement learning agents playing repeated Prisoner's Dilemma games with partner selection. Agents differ in their learning rate and exploration-exploitation balance, forming “curious” and “conservative” types. Simulations show that heterogeneity sustains long-term cooperation. These insights contribute to understanding how diversity influences collective learning dynamics in multi-agent systems. Meta Tags Meta tags multi-agent systems, reinforcement learning, cooperation, social dilemmas, Prisoner’s Dilemma, partner selection, heterogeneity, exploration-exploitation, Q-learning, Boltzmann exploration, AI agents Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Daphne Lavi Contributor An entity responsible for making contributions to the resource Paolo Turrini and Chin-wing Leung Title A name given to the resource Emergence of Cooperation in Heterogeneous Populations of Reinforcement-Learning Agents Subject The topic of the resource Mathematics Date A point or period of time associated with an event in the lifecycle of the resource 2025 https://linen-dog.lnx.warwick.ac.uk/files/original/b6f9e165eeff2ade4c06d7ef54ffd82c.pdf 8223200a17cf0e0c0b9a57b74a1f00cd Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Mathematics Academic Poster An academic poster Abstract The abstract of the paper Optimal Vaccination for Age-Based Influenza Models Meta Tags Meta tags Epidemiology, Mathematical Modelling, Influenza, Simulation, Vaccination Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Ben Jordan Contributor An entity responsible for making contributions to the resource Mike Tildesley Subject The topic of the resource Mathematics Title A name given to the resource Optimal Vaccination for Age-Based Influenza Models Date A point or period of time associated with an event in the lifecycle of the resource 2025 https://linen-dog.lnx.warwick.ac.uk/files/original/c0d17ed1cf7667cf76588d0888dc552b.png 6afd56b095dfdb036bdeed6dd15ccc91 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Poster An academic poster Abstract The abstract of the paper This project investigates enhanced wave transmission resulting from the introduction of reflectional symmetry in periodic, quasi-periodic, and random media. Meta Tags Meta tags wave equation, transfer matrices, band-gaps , metamaterials Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Leung Yu Chung Adrian Contributor An entity responsible for making contributions to the resource Bryn Davies Subject The topic of the resource Mathematics Title A name given to the resource Enhanced transmission due to symmetry Date A point or period of time associated with an event in the lifecycle of the resource 2025 https://linen-dog.lnx.warwick.ac.uk/files/original/93b75650bef878ce1ea1a732a808e5a1.pdf 452aabcf1bd6525440a407b657755914 https://linen-dog.lnx.warwick.ac.uk/files/original/02ecd077219b343b9a879440f2be5709.pdf 1ec4551e58afc3052743ba98f144c700 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Mathematics Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Description An account of the resource The proof that $\pi$ is transcendental through the Lindermann-Weierstrass Theorem Creator An entity primarily responsible for making the resource Wang Kin Kwok Date A point or period of time associated with an event in the lifecycle of the resource 2025 Title A name given to the resource Transcendental numbers Subject The topic of the resource Mathematics : Number Theory Lindermann-Weierstrass Theorem Transcendental Numbers https://linen-dog.lnx.warwick.ac.uk/files/original/1d9bc6ed7a42b2098c402b5e2e1236b9.pdf b2da2219a5e0e09860cef3d310327603 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Social Sciences Subject The topic of the resource Social Sciences Academic Paper An academic paper Abstract The abstract of the paper This paper evaluates the forecasting performance of various econometric and machine learning approaches for predicting UK headline Consumer Price Index (CPI) inflation. Following the methodology of Stock and Watson (2007), I conduct pseudo-out-of-sample forecasts over multiple horizons (1, 2, and 4 quarters) using a comprehensive set of macroeconomic activity variables. My econometric models include Vector Autoregression (VAR), Vector Error Correction Models (VECM), and traditional benchmarks such as rolling IMA(1,1) and autoregressive models. Machine learning methods encompass Random Forest, XGBoost, Support Vector Regression, and Kernel Ridge Regression algorithms, implemented following the nonlinear framework of Coulombe et al. (2020). To address model uncertainty, I im- plement a hierarchical model combination framework using predictive performance- based weighting schemes that adapt through rolling re-estimation. Results indicate that while traditional econometric benchmarks remain competitive, particularly the rolling IMA(1,1) model, Random Forest demonstrates consistent and statistically significant improvements across all forecast horizons. The VECM approach shows horizon-dependent performance, improving from substantial underperformance at short horizons to near-parity at longer horizons. My findings contribute to under- standing inflation dynamics in the UK context and demonstrate the importance of algorithm selection in machine learning applications to macroeconomic forecasting. Meta Tags Meta tags Machine Learning, Data Science, Economics, Econometrics, Artificial Intelligence Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Subject The topic of the resource Economics Date A point or period of time associated with an event in the lifecycle of the resource 2025 Contributor An entity responsible for making contributions to the resource Under the supervision of Professor Mark Steel. Title A name given to the resource Hierarchical Model Combination for UK Inflation Forecasting: Integrating Econometric and Machine Learning Models Description An account of the resource Machine Learning in Forecasting Inflation Creator An entity primarily responsible for making the resource Nitay Carmi https://linen-dog.lnx.warwick.ac.uk/files/original/0748ad190658105bab88205ecb3a87ba.pdf 3ab7b1605fdbc6ac59f6142610d627c2 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Mathematics Academic Paper An academic paper Abstract The abstract of the paper The essay aims to present an introduction to some of Goldie’s work on rings and modules, assuming only a second-year undergraduate knowledge of ring theory. Specifically, we will focus on Goldie’s theory of the quotient ring of prime Noetherian rings, exploring the concepts and results that underpin his celebrated theorem. Meta Tags Meta tags Mathematics, Algebra, Ring theory Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Subject The topic of the resource Mathematics Date A point or period of time associated with an event in the lifecycle of the resource 2025 Title A name given to the resource Formation of fractions: an introduction to Goldie’s theorem on quotient rings Creator An entity primarily responsible for making the resource Tiana Song https://linen-dog.lnx.warwick.ac.uk/files/original/da20cc0f2246166684655bd00c89d58a.pdf 868de787436a1c970e6520cc9ff3d94e Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Paper An academic paper Abstract The abstract of the paper This work aims to use comparative analysis within a specific academic framework to examine the differences in output between nations of comparative political, economic, and social standing to the UK. Additionally to frame things in an interesting way that is conceptually rich I continually use and reference the myth of Heracles by Apollodorus which has many parallels to this policy debate. Conducting analysis in this manner enables significant differences to be identified and discussed at length. Not only discussing the discrepancy but the reasons for them. By identifying the root causes for many of these issues I am able to suggest remedies and a series of changes to enact within Britain that seeks to tackle such challenges posed. In doing so I challenge traditional notions of underfunding and seek to reason that it is due to centralised control, ineffective doctrines, and poor policy that many of the issues within the NHS exist. I routinely reference the work of intellectuals such as Julian Le Grand, Friedrich Hayek, and Von Neumann to come to these conclusions and to intellectually frame these points. Ultimately I seek to extend the boundaries of debate and offer a coherent explanation for failure and strong rationale for reform. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Date A point or period of time associated with an event in the lifecycle of the resource 2025 Contributor An entity responsible for making contributions to the resource Hugh E Vernon Title A name given to the resource Hauling the Cattle Back to Mycenae Freedom Creator An entity primarily responsible for making the resource Hugh E Vernon Description An account of the resource NHS Performance and Reform: Competition, and Health Policy in Britain - A Comparative Analysis of Healthcare Systems in the Developed https://linen-dog.lnx.warwick.ac.uk/files/original/18e2ff8f94d0e82051c52ebecb64200f.pot d18186845f9e725b558680cbc1fedacd Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Poster An academic poster Abstract The abstract of the paper Venous thromboembolism (VTE) remains the leading cause of maternal death in the UK. With a significant proportion of cases occurring in the first trimester, there is a clear need for improved preconception care to identify and reduce risk. This mixed-methods study explores women’s awareness, access, and experiences of preconception care in relation to VTE risk through an online survey and focus group discussions. Findings will inform strategies to enhance equitable and effective preconception services, ensuring that women receive timely and tailored advice to support safer pregnancies. Meta Tags Meta tags Maternal Health, Reproductive Health, Preconception Care, Fertility Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Tessa Tattersall Contributor An entity responsible for making contributions to the resource Dr Joshua Odendaal Subject The topic of the resource Warwick Medical School Title A name given to the resource Preconception Care Date A point or period of time associated with an event in the lifecycle of the resource 2025 https://linen-dog.lnx.warwick.ac.uk/files/original/803a2a4458ef4c83a4f2f6dab14214c0.pdf 78831459f36507226fb5f2376d66741c Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Poster An academic poster Abstract The abstract of the paper Structures formed in single-walled carbon nanotubes (SWCNTs) are transforming the development of paramagnetic and optoelectronic materials – with possible uses, for example, in solar cells, light-emitting diodes, and MRI devices [1]. Due to their extremely small diameters (≈1nm), SWCNTs have an innate ability to alter the stoichiometry of materials without need for chemical reaction, by confining materials to 1 dimension of expansion (1 degree of freedom). This changes the oxidation states on the elements within the compound, thus changing the electromagnetic properties of the material. This project focuses on the compound Fe3GeTe2 ,where we present: methods of synthesis; SWCNT filling and cleaning; and imaging. It is found that the morphology this compound forms inside of SWCNTs is like that of other chalcogenides observed inside SWCNTs [2]. Meta Tags Meta tags Materials Science, Carbon Nanotubes, Microscopy, Fe3GeTe2, TEM Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource George Worrow Goodin Contributor An entity responsible for making contributions to the resource Jeremy Sloan, Craig Hilley, Daniel Mayoh, Yu Lei Subject The topic of the resource Physics Title A name given to the resource Single Walled Carbon Nanotubes Date A point or period of time associated with an event in the lifecycle of the resource 2025 https://linen-dog.lnx.warwick.ac.uk/files/original/de367c46b4cf6ae4bd9b24b8b611c796.pdf 2eb407df62f64ce4234b2d099a110bc3 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Science, Engineering and Medicine Academic Poster An academic poster Abstract The abstract of the paper Eclipsing brown dwarfs are important calibrators of sub-stellar evolution models used to infer the characteristics of directly imaged brown dwarfs and giant exoplanets. Only two double brown dwarf eclipsing binary systems are known, among them 2MASS J15104786-2818174 (2M1510 AB), published in 2020 with a poorly constrained orbital period. The TESS full-frame image (FFI) photometry of this double line eclipsing binary has been analysed, and its orbital period refined to 20.897782 ± 0.000036 d, reducing its present-day uncertainty from 18 h to 8 min. Meta Tags Meta tags binaries, eclipsing, stars, brown dwarfs, photometric, data analysis Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Sebastian Millward Contributor An entity responsible for making contributions to the resource Dr. Vedad Kunovac Subject The topic of the resource Astrophysics Title A name given to the resource Resolving the Orbital Period for Double Line Brown Dwarf Binary System 2M1510 Date A point or period of time associated with an event in the lifecycle of the resource 2025