71 10 851 https://urss.warwick.ac.uk/files/original/5e0a987f8bb8dbe96483e1cdb2ffc9be.pdf d179be2ef5515543a9d5dd4a1cd458f5 Academic Poster An academic poster Abstract The abstract of the paper This poster investigates the effect of preconditioning in low-rank adaptation methods for large language models. We compare baseline LoRTA and a modified Preconditioned LoRTA implementation, both applied to RoBERTa fine-tuning on the MRPC task. Preconditioning yields smoother optimisation dynamics and improved long-term convergence, achieving lower evaluation loss compared to baseline LoRTA. The results highlight the potential of tensor-based preconditioning to enhance efficiency and stability in low-rank model adaptation. Meta Tags Meta tags Mathematics, Computer Science, Machine Learning, AI, Neural Networks, Optimisation, Fine Tuning, LLM 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 Thomas Yu Contributor An entity responsible for making contributions to the resource Clarice Poon, Paris Giampouras Subject The topic of the resource Mathematics, Computer Science Date A point or period of time associated with an event in the lifecycle of the resource 2025 https://urss.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://urss.warwick.ac.uk/files/original/e51d43dce81377b03d0519fe679eb290.pdf 25a957e8deaf3d4adb6f15428163b3f3 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 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 Searching for Companions to Hot Jupiters Subject The topic of the resource Physics Creator An entity primarily responsible for making the resource Tim Crowe Date A point or period of time associated with an event in the lifecycle of the resource 2023 Astronomy exoplanet Physics Tim Crowe https://urss.warwick.ac.uk/files/original/2aa373281c175f18ae2b83c2311fc2d5.pdf 11b5a6f7f76b359f4513c3c2959b974a 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 We consider a stochastic Ising model evolving according to Glauber dynamics on a complete graph $\G$ with two clusters $\G_1$,$\G_2$. We analyse the metastability of the model and its dependence on the interaction coefficient $J^*$ between vertices $v\in G_1$, $w \in \G_2$. We also investigate the change to dynamics when a positive magnetic field with strength $h$ is introduced. In our study of the metastability we focus on the expected hitting time $\mathbb{E}[\tau^m_s]$. In \cite{Manzo}, the authors show that in the absence of deep cycles, provided we have good control on the typical paths from a $\X_m$, it is possible to derive asymptotic results concerning this value. In addition to asymptotic behaviour, we analyse the dynamics in the $n\to \infty$ limit via large deviation theory. Thus we provide weak convergence results for the Gibbs measure for under the mean-field assumption and identify changes to the dynamics below and above critical temperatures. Meta Tags Meta tags Markov Processes, Interacting Particle Systems, Large Deviation 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 2024 Contributor An entity responsible for making contributions to the resource Dr Paul Chleboun Title A name given to the resource Metastable Dynamics of Interacting Particle Systems Creator An entity primarily responsible for making the resource Tim Gunaydin https://urss.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://urss.warwick.ac.uk/files/original/4a07939774eb0b780ad648ea117aba35.pdf d190939bf4e4a12d278c9ddf1a9a1e22 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 Arts 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 Antisemitism, Racism, and Islamophobia - A survey of the current conversation Subject The topic of the resource Modern Languages and Cultures Creator An entity primarily responsible for making the resource Toby Kunin Date A point or period of time associated with an event in the lifecycle of the resource 2023 antisemitism German Studies Islamophobia Jewish Modern Languages and Cultures post-war Racism Toby Kunin https://urss.warwick.ac.uk/files/original/91dd5b67b5818cca53ec497c163e828c.pdf 90a9d41f7c43167385cbf2e5cbef9aec 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 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 Fast calibration of lithium-ion batteries Subject The topic of the resource Warwick Mathematics Institute Creator An entity primarily responsible for making the resource Toby Sheldon Date A point or period of time associated with an event in the lifecycle of the resource 2022 DFN model fast calibration Jacobian lithium-ion batteries https://urss.warwick.ac.uk/files/original/9e0ba44d7dfb13b983140e7f00ab3185.pdf 2dc408b7804e92dbc0c07c55fb125d4d 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 Presentation 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 Migrants in Liminal Space: A postcolonial study of migrant fiction in Western liberal states Subject The topic of the resource Economics Creator An entity primarily responsible for making the resource Tolu Odejide Date A point or period of time associated with an event in the lifecycle of the resource 2023 detention Economics liberal states Migrants OECD Rawlsian Theory Tolu Odejide https://urss.warwick.ac.uk/files/original/37d4c113cd2419bf333469a22f7aa421.pdf 4e3a325821201b772ccb3f42a80cb715 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 Reconstructing Training Data from Neural Networks with an Adversarially Robust Classifier Subject The topic of the resource Computer Science Creator An entity primarily responsible for making the resource Tom Divers Date A point or period of time associated with an event in the lifecycle of the resource 2023 Computer Science Machine learning reconstruction robustness Tom Divers https://urss.warwick.ac.uk/files/original/6259ddec25172476e3dd3ed9a3f4250c.pdf 6ddebd6b2c592470f1b7e292392363cb Presentation 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 ‘Asia as Method’-History, Body, Irony and trauma. Takeuchi Yoshimi’s redressing of Overcoming modernity. Subject The topic of the resource Philosophy Creator An entity primarily responsible for making the resource Toma Li Date A point or period of time associated with an event in the lifecycle of the resource 08/11/23 Critic theory Japanese intellectual history Overcoming modernity Philosophy Takeuchi Yoshimi Toma Li