3 10 444 https://linen-dog.lnx.warwick.ac.uk/files/original/b1273578d440424a5b2752407167feb5.pdf 9e4a8cea0389505b3cc8e90278da21fb 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 Using bacteria as factories for production of light sensitive compounds for use in sunscreen and other products including cosmetics and plastics. Meta Tags Meta tags Engineering Biology, Biotechnology, Sustainable development, Sunscreen, Bacteria, Lab work, Mycosporine Amino Acids, Bacteria as factories 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 Erin Sweeting & Diya Tanna Contributor An entity responsible for making contributions to the resource Dr Daniel Richmond, Professor Chris Corre Subject The topic of the resource Engineering Biology Title A name given to the resource Bacteria as Factories to Produce Light Responsive Compounds 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/2e87f215437c2d216408d833bf229b8f.pdf c9dac9a048d1e3b97865ab55fda1d709 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 Clostridioides difficile is a major cause of hospital-acquired infections, with early colonisation being critical for the establishment of disease. This study investigated the roles of padR and cwp9, both upregulated during early colonisation. Overexpression of padR resulted in a significantly slower doubling time and reduced biofilm formation, suggesting that PadR functions as a transcriptional regulator controlling genes linked to colonisation and bacterial fitness. In contrast, cwp9, predicted to be a cell wall-associated hydrolase, conferred only an initial growth advantage without affecting overall growth or biofilm formation. Understanding the functions of these proteins may inform the development of novel therapeutic strategies to prevent C. difficile colonisation and infection. Meta Tags Meta tags Science, Biology, Clostridioides difficile 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 Katie Reilly Contributor An entity responsible for making contributions to the resource Dr Meera Unnikrishnan, Jazzy Hill Subject The topic of the resource Warwick Medical School Title A name given to the resource Investigating the mechanisms of action of Clostridium difficile proteins Cwp9 and PadR 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/aa10ac6f1537d9a8a5c8476efbcbe4b9.pdf b3df031ed8a820e480f3e04b53da5030 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 Developing a Secure, Backwards-Compatible ARP Protocol Meta Tags Meta tags cybersecurity, networks, ARP 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 Filip Karman Contributor An entity responsible for making contributions to the resource Robert Mascarenhas Subject The topic of the resource Network Security Title A name given to the resource Developing a Secure, Backwards-Compatible ARP Protocol Description An account of the resource Computer Science 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/d73fc66c3282494932eb61f642b3ef6e.pdf cdf7503154f1b9745c67b1500c12e486 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 Large Language Models (LLMs) achieve outstanding performance but are expensive to fine-tune due to their size. Parameter-efficient fine-tuning (PEFT) methods like Low-Rank Adaptation (LoRA) address this by updating only small low-rank matrices while keeping pretrained weights frozen. This project explores LoRA and its variants—QLoRA, AdaLoRA, and LoRA-One—through theoretical analysis and experiments on the GLUE benchmark using T5-base. Results show that LoRA achieves near full fine-tuning performance with under 1% of trainable parameters. The study highlights LoRA’s efficiency–expressiveness trade-off and contributes to developing more scalable, adaptive fine-tuning strategies for large models. Meta Tags Meta tags Artificial Intelligence, Machine Learning, Deep Learning, Large Language Models 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 Yikuan Li Contributor An entity responsible for making contributions to the resource Dr Fanghui Liu (Supervisor) Subject The topic of the resource Statistics Title A name given to the resource Parameter Efficient Fine-Tuning for Large Language Models: Theory and Applications 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/faa5bfeee3eaec583457ab02d1a20fc0.pdf bd1cab6f14870c3296a88c7891bebe02 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 My poster discussing the optimisation of the synthesis of P(DMAEMA)100 and its potential use in antimicrobial therapy Meta Tags Meta tags Synthetic chemistry Polymer chemistry 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 Oliver Danton Contributor An entity responsible for making contributions to the resource Prof Sébastien Perrier Subject The topic of the resource Chemistry Title A name given to the resource Optimisation of P(DMAEMA)100 synthesis via RAFT polymerisation for use in antimicrobial therapies https://linen-dog.lnx.warwick.ac.uk/files/original/9d8e4a999070f520543853daad5bb823.pdf 58627607c93cc31cf9b157e87ab27bf8 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 Using Nanodiamonds to record reactive oxygen species under hypoxic conditions in vivo. Meta Tags Meta tags Nanodiamonds, Hypoxia, Fibre photometry, in vivo 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 Amy Ellsmore Contributor An entity responsible for making contributions to the resource Robert Huckstepp Subject The topic of the resource Neuroscience Title A name given to the resource Using Nanodiamonds to record reactive oxygen species under hypoxic conditions in vivo 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/7343ad6dd8620412a507f2b76543f6cc.pdf 407c545e75c7e1a4957849a76bd2abba 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 Hominoidea is a superfamily of Primates comprising all ancient and extant apes, including the lineage that led to Homo sapiens. The fossil record belonging to this superfamily is imperfect due to environmental, spatial, and collection biases. This preliminary study uses previously devised metrics to quantify the completeness of the fossil record of non-hominin (not direct ancestors of Homo) hominoids, to highlight critical knowledge gaps that may be hindering our understanding of hominoid evolution. Meta Tags Meta tags palaeontology, fossils, fossil record, biases, apes, skeletal completeness. 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 Rosie May Lock Contributor An entity responsible for making contributions to the resource Daniel Cashmore Title A name given to the resource Quantifying the Quality of the Non-Hominin Hominoids and Elucidating Geological and Anthropogenic Biases https://linen-dog.lnx.warwick.ac.uk/files/original/57c09293f6885383e443a9251f5d1f68.pdf 75e79184dc0c9b5dc0a77e9824337f92 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 Presentation Meta Tags Meta tags summation by parts, maths, mathematics, linear algebra 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 Creating Summation by Parts Operators inspired by Finite Differences Description An account of the resource My poster and notes on creating operators that satisfy the summation by parts property. These can be used to numerically approximate derivatives and solutionsto differential equations to a very high order of accuracy, with a guarantee that the numerical result is bounded. I tried to create a large variety of operators with this property: some were successful; others weren't. These are inspired by finite differences in that the numerical result's values at the half-integers match what a finite difference would give. Creator An entity primarily responsible for making the resource Lynn Zhang 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 https://linen-dog.lnx.warwick.ac.uk/files/original/ff170e685c15290663b02b82cd1c52e0.pdf aede1d24cc27d2620839e75821d8992d 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 Planetary gearboxes play a critical role in wind turbine drivetrains, enabling the efficient conversion of low-speed, high-torque rotor motion into high-speed rotation for electrical generation. However, frictional and material losses within these gear systems can significantly reduce overall turbine performance, particularly under low-speed operating conditions. This study experimentally investigated the mechanical efficiency of a scaled-down, 3D-printed planetary gearbox designed to replicate typical wind turbine gear ratios. A custom test rig was developed, incorporating a 12 V DC motor driving the input shaft at 5 - 25 rpm, with torque and speed measured using a current sensor, load cell and two infrared proximity sensors. Results validated the theoretical 1:8 step-up gear ratio and showed that efficiency increased from 69% at 5 rpm to a peak of approximately 85% around 15 - 16 rpm before declining at higher speeds. These findings demonstrate that small-scale polymer planetary stages can replicate real gearbox behaviour and offer valuable insight into efficiency optimisation and material selection for larger-scale wind energy applications. Meta Tags Meta tags Engineering, planetary gearbox, mechanical efficiency, wind turbine, renewable energy, 3D printing, polymer gear, scaled prototype 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 Title A name given to the resource Investigating Planetary Gearbox Stage Efficiency in Wind Turbine Applications: A Scaled-Down Prototype Study Subject The topic of the resource Engineering Creator An entity primarily responsible for making the resource Tinashe Makuyana https://linen-dog.lnx.warwick.ac.uk/files/original/133152c072f64ac6e84df6b8796fa849.pdf 01774b3157efed9e2f0f6ec1ffc210c8 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 Improving Cosmic Ray Tagging Using Energy Deposition in Pandora Meta Tags Meta tags Physics, particles, neutrinos, pandora, DUNE, SBND, EPP, software, coding, C++, python 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 James Kimmins Contributor An entity responsible for making contributions to the resource John Marshall, Andy Chappell, Alex Wilkinson Subject The topic of the resource Neutrino Physics Title A name given to the resource Improving Cosmic Ray Tagging Using Energy Deposition in Pandora Date A point or period of time associated with an event in the lifecycle of the resource 2025