5 10 900 https://linen-dog.lnx.warwick.ac.uk/files/original/7ccf30f175f5d210e3fc03e5bb1ebccc.pdf 2a9aa9332c398963a743fb99831e3dc5 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 A Search For Planets Around Nearby White Dwarfs Subject The topic of the resource Physics Creator An entity primarily responsible for making the resource Jasper Allen Date A point or period of time associated with an event in the lifecycle of the resource 2023 Astrophysics Box Least Squares Data analysis Jasper Allen Physics 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/e7301946fd81ade2f8a04e6e544b83a2.pdf a6be7ed53cc88a692a42debb68b691c0 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 A Simulation Study of Two Dimensional Galloping Energy Harvesters Subject The topic of the resource Engineering Creator An entity primarily responsible for making the resource Frederick Hornsby algorithms body dynamic energy fluid https://linen-dog.lnx.warwick.ac.uk/files/original/92a239ade162d7744939ded5261c9b05.pdf 7e0d6244cba1c267f3c859bd7dd344d6 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 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 A study into Minerva and other deities on Claudian bronze coins and their imitations found in Britain. Subject The topic of the resource Archaeology Creator An entity primarily responsible for making the resource Chloe Hales Date A point or period of time associated with an event in the lifecycle of the resource 2021 Description An account of the resource <div class="field two columns alpha"><br /><a href="https://chloehales191.wixsite.com/website/post/a-study-into-minerva-on-claudian-bronze-coins-and-their-imitations-found-in-britain">Link to article.</a></div> Archaeology Classics Coinage History Roman Britain Roman Empire https://linen-dog.lnx.warwick.ac.uk/files/original/4adf5e1b19e87fb3f6234910200bc707.pdf 6b79aac9c7bec6d1e10d2f18a524e8be 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 A study of TV denoising with applications in blood vessel segmentation Meta Tags Meta tags Mathematics, Denoising, Inverse Problems, Regularisation, Total Variation, Discretisation, Ultrasound Scanning, Blood Vessels 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 Mihails Kosmans Contributor An entity responsible for making contributions to the resource Dr Björn Stinner Subject The topic of the resource Mathematics Title A name given to the resource A study of TV denoising with applications in blood vessel segmentation Date A point or period of time associated with an event in the lifecycle of the resource 2024 https://linen-dog.lnx.warwick.ac.uk/files/original/5a09c5a5dfc4cede0ab5bc4397aab177.pdf df4a82d7c79f5f7bda3243439b587a8e 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 A Systematic Review of the Neuroprotective and Disease-modifying Effects of Ketogenic Supplements on Neurodegenerative Patients Subject The topic of the resource Warwick Medical School Description An account of the resource Neurodegenerative diseases such as Alzheimer’s Disease and epilepsy are characterised by inflammation in response to abnormal neuronal proteins. Ketogenic supplements are dietary supplements that alter the brain’s metabolic pathways and protect against this inflammation. This systematic review investigates the neuroprotective effect of ketogenic supplements on neurodegenerative conditions. Creator An entity primarily responsible for making the resource Carmen Chung Date A point or period of time associated with an event in the lifecycle of the resource 2021 Alzheimers Ketogenic Neurodegeneration Neuroprotective disease https://linen-dog.lnx.warwick.ac.uk/files/original/a2f6e31733a1e8ec81f81b641f1856d3.pdf 7495e0039c81e71308181787c6edd6cc 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 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 A Tale of Two Mediterraneans Subject The topic of the resource Politics and International Studies Creator An entity primarily responsible for making the resource Irene Garcia Date A point or period of time associated with an event in the lifecycle of the resource 2021 International studies Mediterranean Migrants Politics Refugees Spain https://linen-dog.lnx.warwick.ac.uk/files/original/6c1f0813c592946b680f0ec041483e23.pdf 28643a47be4b8c678e2e030c1e01e047 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 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 A Thematic Analysis of False Memory Retractors: What Processes Underlie Retraction? Subject The topic of the resource Psychology Creator An entity primarily responsible for making the resource Davit Kim Date A point or period of time associated with an event in the lifecycle of the resource 2022 https://linen-dog.lnx.warwick.ac.uk/files/original/598cd6310627c00f8776f3d4bee9789c.pdf 0bce8973f9e0590850f12ef9d8c7b39b 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 Acidic Behaviour of Water in Ionic Liquids Subject The topic of the resource Chemistry Creator An entity primarily responsible for making the resource Callum Crockford Date A point or period of time associated with an event in the lifecycle of the resource 2021 Chemistry Ionic Liquids Water https://linen-dog.lnx.warwick.ac.uk/files/original/09718f7a750b82f689c75096fb13a505.pdf acd69784a4d784a53dbcf5fd1f054d72 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 Active Learning for Wake-Effect Model Training Subject The topic of the resource Engineering Creator An entity primarily responsible for making the resource Stefan Zhikharev Date A point or period of time associated with an event in the lifecycle of the resource 2023 Active Learning CFD Engineering Stefan Zhikharev Wind Turbines