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ShareScore release 0.9.0
Dataset results
2 results for “single particle reconstruction”
Single-jet datasets for particle reconstruction with deep learning
<p>Training and test datasets used for [1]* .</p> <ul> <li>singleQuarkJet_train.root : N=60649</li> <li>singleQuarkJet_test.root: N=38922</li> <li>singleGluonJet_test.root: N=38295</li> </ul> <p>The events are formed by a single initial state quark or gluon followed by parton shower generated in Pythia8 and then simulated using GEANT4 in a nearly-hermetic 6-layer calorimeter system as described in [1,2]. The branches in the ROOT files store features associated with cells, tracks, particles, pflow objects, jets, as well as edge lists for creating a graph representation of each event.<br> <br> *Note that subsets of N=50000 and N=30000 were used from the train and test samples, respectively, for the results in [1].</p> <p>[1] <a href="https://arxiv.org/abs/2212.01328">Reconstructing particles in jets using set transformer and hypergraph prediction networks</a><br> [2] <a href="https://arxiv.org/abs/2303.02101">Configurable Calorimeter Simulation for AI (COCOA)</a></p>
Data for "Automated Single Particle Reconstruction of Heterogeneous Inorganic Nanoparticles"
<p>Raw ADF-STEM images for "Automated Single Particle Reconstruction of Heterogeneous Inorganic Nanoparticles".</p>
ScienceDex guides
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.