22 10 760 https://linen-dog.lnx.warwick.ac.uk/files/original/e8eef469b783c17cea869c5e3b723eaa.pdf 60097126a978033739aee489b3b9b408 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 Poster An academic poster Abstract The abstract of the paper This study investigates housing inequality in Barcelona through a comparative case study of two sharply contrasting neighbourhoods: Sarrià-Sant Gervasi, one of the city’s wealthiest districts, and Nou Barris, among its most deprived. The research combines structured surveys on housing and environmental quality with in-depth resident interviews. Findings reveal significant disparities in housing conditions, affordability, and infrastructure, with Nou Barris residents experiencing substandard living environments and heightened insecurity. In contrast, Sarrià residents benefit from well-maintained, spacious homes and long-term stability. The study highlights how housing inequality in Barcelona is not just material but felt by residents, shaping wellbeing, opportunity, and the right to remain in the city. Policy recommendations include targeted investment in public housing, rent regulation, and equitable urban planning that centres the needs of vulnerable communities. Meta Tags Meta tags Inequality, Spain, Barcelona, Housing, Poverty 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 Finley Doherty Subject The topic of the resource Philosophy Title A name given to the resource Housing Inequality in Barcelona 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/9cfc38520ececac26c491ed7b3eac094.pdf ea1c11f6668d0fd74ee634f518f8af16 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 bio-cementation of sands and other porous media using microbially induced carbonate precipitation (MICP) is of particular interest in various geotechnical applications. The microbial production of carbonates by the breakdown of urea using the urease biochemical pathway results in production of carbonate minerals which means the grains become cemented together giving the material improved compressive strength, shear strength, and stiffness and thus reducing the risk of erosion and failure. The engineering geology and geomicrobiology groups at the British Geological Survey are involved in research into role of bioprecipitation of minerals to mitigate geohazards, which includes work on slope stability, coastal erosion and heritage conservation. 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 Engineering 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 British Geological Survey Title A name given to the resource Harnessing Natural Microbial Communities for Coastal Protection Description An account of the resource Bio-geoengineering Creator An entity primarily responsible for making the resource Finn Sabin https://linen-dog.lnx.warwick.ac.uk/files/original/27e60514a96f4b3ef53ec9c108e011ef.pdf 16c356a68684618141e1abdf8f5680dc 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 Staying Afloat Amidst the Depths of Environmental Inequalities: How does Jakarta’s Water Governance Affect People Across Layers of Society? Subject The topic of the resource Global Sustainable Development Creator An entity primarily responsible for making the resource Florence Yokhebed Valerie and Angeline Thamrin Hartano Environment Flooding natural resources Water https://linen-dog.lnx.warwick.ac.uk/files/original/a1e796adcb912b7c3c0e09a95e8b4c32.pdf 999a8f729ce9bd711574c996c13a7ad5 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 aims to investigate the output of G-SchNet, a generative machine learning model used by many in the field of computational chemistry. Discrepancies between the distributions of generated and training data are highlighted, in particular a tendency to generate molecules which contain more heavy atoms compared to the training datasets. Databases used for training include a thiols set composed of commercially-available molecules, and the more widely used OE62 and QM9 sets. Meta Tags Meta tags Chemistry, Machine Learning, Computational Chemistry, 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 Francesco Bartucca Contributor An entity responsible for making contributions to the resource Reinhard Maurer, Zsuzsanna Koczor-Benda Subject The topic of the resource Chemistry Title A name given to the resource Understanding Chemical Trends in Generated Databases of Functional Molecules https://linen-dog.lnx.warwick.ac.uk/files/original/2f7412c983d8f119922cf4c27bc2cf48.pdf 119f15c9dcf6f5d40ebcf5f0c7f12d21 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 Comparing neural networks across architectures is a challenging task: performance metrics like accuracy are often non-exhaustive, while representation metrics (e.g., CKA/RDM) can be biased and affected by data preprocessing. We introduce a sheaf-based framework that produces a compact, dataset-conditioned functional fingerprint of a network using intermediate activations. Starting from a model’s computational graph (in this work restricted to sequential MLP/CNN architectures) we build a sheaf by attaching metric–measure stalks to layers and construct linear restriction maps via entropic Gromov–Wasserstein optimal transport. From each sheaf we build a filtration and extract the trajectory of Laplacian eigenvalues. We use the mean eigenvalue curves as our network fingerprint. To compare models, we compute Dynamic Time Warping (DTW) distance between fingerprints. We conduct extensive experiments with different architectures and datasets and empirically show that our fingerprints cluster models by functional behaviour and separate trained from random instances with high external validity, while exhibiting strong internal quality and robustness. This new approach complements existing representation metrics, scales to heterogeneous widths/depths without one-to-one layer matches, and provides a principled, low-dimensional summary for cross-architecture comparison. Meta Tags Meta tags Sheaf theory, Cellular sheaves, Sheaf Laplacian, Architecture-agnostic model comparison, Neural network comparison, Functional similarity, Representational similarity, Activation geometry, Metric–measure spaces, Gromov–Wasserstein optimal transport (GW), Entropic optimal transport, Dynamic Time Warping (DTW), Spectral fingerprints, Eigenvalue trajectories, Weight-threshold filtration, Spectral graph theory, Topological data analysis (TDA), Permutation invariance, Cross-architecture analysis, Model fingerprinting, Robustness and stability, Clustering metrics (ARI, Silhouette), CNNs, MLPs, Digit dataset, Synthetic Torus dataset, CKA, RSA, Procrustes. 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 A Sheaf-based Framework for Architecture-Agnostic Comparison of Neural Networks Creator An entity primarily responsible for making the resource Francesco Papini https://linen-dog.lnx.warwick.ac.uk/files/original/c6f4fbfe8ff45ce062aae5b66b955c47.pdf 54adc9730a194b2f6304fac728042f92 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 Ghana's tropical climate requires cooling systems for comfortable living and working conditions. However, traditional air conditioning systems are energy intensive, contributing to high electricity bills and greenhouse gas emissions. With Ghana's increasing focus on renewable energy and energy efficiency, there is a growing need for sustainable cooling solutions. This project aims to design, develop, and deploy a solar-powered air conditioning system specifically tailored for Ghanaian homes, providing an affordable, reliable, and environmentally friendly cooling solution for households across the country. By utilizing Ghana's abundant solar energy resources, this innovative system will reduce energy consumption, lower electricity costs, and contribute to a more sustainable future for Ghanaian communities. 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 2024 Title A name given to the resource Solar powered Air Conditioners for Ghanaian Homes Subject The topic of the resource Engineering Creator An entity primarily responsible for making the resource Francis Amegbor https://linen-dog.lnx.warwick.ac.uk/files/original/c0ed80b05598a44868f03dd1d52a6824.pdf 9d151618a2715f1f90f624f83a222648 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 Ghana possesses over 1.9 million hectares of irrigable land, yet less than 3% is currently utilized, with agriculture remaining largely rainfed. This research explores the transformative potential of Variable Frequency Drives (VFDs) in modernizing irrigation systems to address inefficiencies in energy use, water distribution, and equipment longevity. By integrating advanced motor control techniques and real-time systems using dSPACE MicroAutoBox III, the study demonstrates how VFDs can significantly reduce power consumption, mechanical stress, and over-irrigation. Mathematical modeling and Hardware-in-the-Loop (HIL) testing validate the system’s performance under dynamic conditions. Results show up to 50% energy savings and 30% water conservation during partial load operations. The research recommends pilot deployments, technician training, and solar-VFD integration to support Ghana’s 2025 electrification goals. VFD technology offers a scalable, sustainable solution for enhancing agricultural productivity and resource efficiency across Ghana’s irrigation landscape. Meta Tags Meta tags Ghana irrigation, VFD, sustainable agriculture, motor control, energy efficiency, solar irrigation, smart farming 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 Francis Amegbor Contributor An entity responsible for making contributions to the resource Dr Oleh Kiselychnyk Subject The topic of the resource Engineering Title A name given to the resource Optimizing Ghana's Irrigation Systems with Variable Frequency Drives (VFDs): Advanced Motor Control for Sustainable Agricultural Development 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/dfdc70446eb431d1010cd7809f2c6515.pdf a2a3ba64760378c2b143c98cbe25dd9e 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 This paper provides a comprehensive introduction of foliations and singular foliations. We explore the meaning of a foliation of a surface, what it means for a leaf to be regular, the types of singularities that can occur on a singular foliation, and the compactification of the plane by adding a circle at infinity, as described by Christian Bonnatti. Meta Tags Meta tags foliations, singular foliations, topology, 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/. 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 Singular Foliations of Surfaces Creator An entity primarily responsible for making the resource Francis Jordan and Aidan Murray Subject The topic of the resource Mathematics https://linen-dog.lnx.warwick.ac.uk/files/original/251a5ebf73e3b919a80339cc033c5aad.pdf 069fa1c9ffc067dcd840f50031fc8ff9 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 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 BINDING BETWEEN HUMAN HDACS AND HDACS INIHIBITORS: RESULTS Subject The topic of the resource Chemistry Creator An entity primarily responsible for making the resource Franklyna Brun Date A point or period of time associated with an event in the lifecycle of the resource 2023 Bacteria Chemistry Franklyna Brun HDAC synthetic genes X-ray crystallography https://linen-dog.lnx.warwick.ac.uk/files/original/1348077b0069f505860fa8092f2adfab.pdf 8aeb4210d318df62777beff84e99fbad 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 Pollution Modelling Subject The topic of the resource Statistics Creator An entity primarily responsible for making the resource Fred Sumner-Smith Date A point or period of time associated with an event in the lifecycle of the resource 2022 Athens carbon monoxide Nitrogen oxide pollution