81 10 900 https://urss.warwick.ac.uk/files/original/2141079b061b5444a31c48ac47033a78.pdf 3c9df19d62a8ba82324206dfb73d9ba1 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 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 The Impact of the COVID-19 Pandemic on the Healthcare System in Poland Subject The topic of the resource Warwick Medical School Creator An entity primarily responsible for making the resource Toska Sidorczuk Date A point or period of time associated with an event in the lifecycle of the resource 2023 COVID-19 COVID-19 mortality Healthcare expenditure Healthcare Poland Medical School pandemic public health Toska Sidorczu https://urss.warwick.ac.uk/files/original/f3b1d61f0c9c4bac741355b9329edb5b.pdf 99c53171f83853095d01f39296715911 Academic Poster An academic poster 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 Investigating stellar activity indicators in near infrared Subject The topic of the resource Physics Creator An entity primarily responsible for making the resource Tristan McCarthy Date A point or period of time associated with an event in the lifecycle of the resource 2023 exoplanet research Physics radial velocity spectral changes Stellar activity indicators Tristan McCarthy https://urss.warwick.ac.uk/files/original/cd29c6eac0f6ef3caa9f7e5909b214e4.pdf 7ccb330d30cf93c048f417dd8c16ed20 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 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 Analysis of delays and in-flight inefficiencies in the airline industry Subject The topic of the resource Economics Creator An entity primarily responsible for making the resource Tymoteusz Goździk Date A point or period of time associated with an event in the lifecycle of the resource 2023 airline industry delays Economics in-flight inefficiencies Tymoteusz Goździk https://urss.warwick.ac.uk/files/original/81b1754ae5b9b2c9119ac6a71ab80c7b.pdf e1058c48e7d2a8aef5e525ea220b8c1d 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 Exoplanets are one of the most rapidly growing branches of astrophysics to date. Current planet formation theory teaches us that planets orbiting close together should be similar in composition but there exist exoplanet systems that challenge this. I found that, while on the whole this theory holds up, there are a significant number of planet systems that differ, raising a plethora of exciting questions. Meta Tags Meta tags Astrophysics, Exoplanets, Physics, Planet Formation 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 Ugonna Ojiako Contributor An entity responsible for making contributions to the resource Thomas Wilson Subject The topic of the resource Exploring Exoplanet Neighbourhoods Title A name given to the resource 'Exploring Exoplanet Neighbourhoods' Astrophysics Exoplanets Physics Planet Formation https://urss.warwick.ac.uk/files/original/4ae55a49b2b4242339dce76d945e7737.pdf 6fbda42dd694093aabc916de4c33680c 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 The Department for Energy Security and Net Zero (DESNZ) has launched the "Electrification of Heat" project to decarbonise domestic heating through air source heat pumps (ASHPs). This study uses DESNZ and Energy Systems Catapult datasets and Python scientific computing methodologies to develop machine-learning models that predict ASHP energy consumption, efficiency, and cost savings. The goal is to support informed decisions by policymakers, consumers, and energy providers, ultimately reducing electricity costs and carbon emissions in UK households. Meta Tags Meta tags predictive-modelling, scientific-computing, machine-learning, ai, engineering, physics, computer-science, sustainability, energy, efficiency, heating, household, cost-of-living 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 Ujair Abdullah Contributor An entity responsible for making contributions to the resource Dr Peter Brommer Subject The topic of the resource Engineering Title A name given to the resource Home Energy Optimisation: Enhancing Heat Pump Efficiency Through Data-Driven Insights Date A point or period of time associated with an event in the lifecycle of the resource 2024 https://urss.warwick.ac.uk/files/original/11cca7a34cc8d9f1aa14a9d4b405f503.pdf 600e007f11d8a48e4d2aeb049d4278bd 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 The Department for Energy Security and Net Zero (DESNZ) has launched the "Electrification of Heat" project to decarbonise domestic heating through air source heat pumps (ASHPs). This study uses DESNZ and Energy Systems Catapult datasets and Python scientific computing methodologies to develop machine-learning models that predict ASHP energy consumption, efficiency, and cost savings. The goal is to support informed decisions by policymakers, consumers, and energy providers, ultimately reducing electricity costs and carbon emissions in UK households. Meta Tags Meta tags predictive-modelling, scientific-computing, machine-learning, ai, engineering, physics, computer-science, sustainability, energy, efficiency, heating, household, cost-of-living 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 Ujair Abdullah Contributor An entity responsible for making contributions to the resource Dr Peter Brommer Subject The topic of the resource Engineering Title A name given to the resource Home Energy Optimisation: Enhancing Heat Pump Efficiency through Data-Driven Insights Date A point or period of time associated with an event in the lifecycle of the resource 2024 https://urss.warwick.ac.uk/files/original/0ae801e05b308af106438fbd417186ad.pdf 02b522a14074b234c1522308ded3ea82 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 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 Piezoelectricity and Solar Energy Based Energy Harvesting Devices Subject The topic of the resource Engineering Creator An entity primarily responsible for making the resource Umair Khan Date A point or period of time associated with an event in the lifecycle of the resource 2022 harvesting devices photovoltaic cells Piezoelectricity solar energy https://urss.warwick.ac.uk/files/original/f07b9e8964e890615277f7b77e647e76.pdf fa9431dc49b2a2c90ce5b36558bb4b58 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 The brown dwarf metallicity correlation was investigated for a set of 48 transiting brown dwarfs, taken from wide field surveys. Host star metallicity was compared to field stars using the Besançon galaxy model, with a metallicity offset between the sets found. Quantifying this using a power law the correlation constant was found to be B= 1.08+0.58 −0.52. Limiting the sample to those brown dwarfs below 42.5 MJ and above 42.5 MJ the correlation constants were found to be B= 1.44+0.87 −0.79 and B= 0.95+0.66 −0.54 respectively. This suggests the population of brown dwarfs with masses below 42.5 MJ form via core accretion whereas those with masses above 42.5 MJ form via gravitational collapse. Meta Tags Meta tags Transiting brown dwarfs, Stars, Planet-Metallicity correlation 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 Physics 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 The Planet-Metallicity Correlation for Transiting Brown Dwarfs Creator An entity primarily responsible for making the resource Vaughn Totterdill https://urss.warwick.ac.uk/files/original/bb764642acc179b614770fcd3087c3cc.pdf 83548503b72e3235aab6212f6b9a971d 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 Within a biological system, proteins are essential; they are the building blocks of life. Their functions range from performing as antibodies to catalysing reactions as enzymes; so, proteins have an extremely varied and extensive use through a variety of industries. With mutations, their stability and functionality can be modified, with even single-point mutations having a strong effect. Therefore, being able to predict the effect in stability changes of these mutations is essential, but often computationally costly and weak when encountering unseen data. With the rise in popularity of protein language models (PLMs), including ESM, there have been improvements, but these models still encounter the same difficulties. This study explores the effect of ensemble learning on improving protein stability predictions. This is done by combining two base models: a convolutional neural network (CNN) using wild-type and mutant sequences, and a neural network trained on frozen ESM embeddings. They each form two base-learners, where each is trained on half the base training data. To combine their predictions, intermediate meta-learners for each model type and a final meta-learner are used. Results show that ensemble learning improves predictions over base models, showing improvements in all performance metrics used. Notably, even the weaker CNN-based learners contributed to improved ensemble performance, reinforcing the benefit of this type of architecture. Although it is necessary to further optimise hyperparameters and include stronger base models in the future, these results indicate that ensemble learning can lead to more accurate protein stability prediction with minimal additional computational cost. Meta Tags Meta tags protein stability predictions, mutation effect prediction, ensemble learning 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 Computer Science 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 Predicting Protein Stability of Single-Point Mutations using Ensemble Learning and ESM Embeddings Creator An entity primarily responsible for making the resource Victoria Krushovska https://urss.warwick.ac.uk/files/original/5b9f75a13c119ade2a0d4ea60f232539.pdf a47d6951d70d453e51501eb8b6a65984 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 THE LOW-MASS ISSUE IN COOL WHITE DWARF STARS Meta Tags Meta tags White dwarf stars, Gaia observations 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 Vincent Fairchild Contributor An entity responsible for making contributions to the resource Pier-Emmanuel Tremblay Subject The topic of the resource Physics Title A name given to the resource THE LOW-MASS ISSUE IN COOL WHITE DWARF STARS Description An account of the resource Astrophysics Date A point or period of time associated with an event in the lifecycle of the resource 2024