Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Notice: Unexpected clearActionName after getActionName already called in /var/www/html/w/includes/Context/RequestContext.php on line 321
Preprocessed Dataset for ``Calorimetric Measurement of Multi-TeV Muons via Deep Regression" - MaRDI portal

Deprecated: Use of MediaWiki\Skin\SkinTemplate::injectLegacyMenusIntoPersonalTools was deprecated in Please make sure Skin option menus contains `user-menu` (and possibly `notifications`, `user-interface-preferences`, `user-page`) 1.46. [Called from MediaWiki\Skin\SkinTemplate::getPortletsTemplateData in /var/www/html/w/includes/Skin/SkinTemplate.php at line 691] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Deprecated: Use of MediaWiki\Skin\BaseTemplate::getPersonalTools was deprecated in 1.46 Call $this->getSkin()->getPersonalToolsForMakeListItem instead (T422975). [Called from Skins\Chameleon\Components\NavbarHorizontal\PersonalTools::getHtml in /var/www/html/w/skins/chameleon/src/Components/NavbarHorizontal/PersonalTools.php at line 66] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Deprecated: Use of QuickTemplate::(get/html/text/haveData) with parameter `personal_urls` was deprecated in MediaWiki Use content_navigation instead. [Called from MediaWiki\Skin\QuickTemplate::get in /var/www/html/w/includes/Skin/QuickTemplate.php at line 131] in /var/www/html/w/includes/Debug/MWDebug.php on line 372

Preprocessed Dataset for ``Calorimetric Measurement of Multi-TeV Muons via Deep Regression"

From MaRDI portal
(Redirected from Dataset:6720576)



DOI10.5281/zenodo.5163817Zenodo5163817MaRDI QIDQ6720576

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 5 August 2021

Copyright license: No records found.



Description

Thisrecord contains the fully-preprocessed training/validation and testing datasets used to train and evaluate the final models forCalorimetric Measurement of Multi-TeV Muons via Deep Regression by Jan Kieseler, Giles C. Strong, Filippo Chiandotto, Tommaso Dorigo, Lukas Layer, (2021), arXiv:2107.02119 [physics.ins-det] (https://arxiv.org/abs/2107.02119). The files are LZF-compressed HDF5 format and designed to be used directly with the code-base available athttps://github.com/GilesStrong/calo_muon_regression. Please use the issues tab on the GitHub repo for any questions or problems with these datasets. The training dataset consists of886,716 muons with energies in the continuous range [50,8000] GeV split into 36 subsamples (folds). The zeroth fold of this dataset is used as our validation data. The testing dataset contains429,750 muons,generated at fixed values of muon energy (E=100, 500, 900, 1300, 1700, 2100, 2500, 2900, 3300, 3700, 4100 GeV), and split into 18 folds. The input features are the raw hits in the calorimeter (stored in a sparse COO representation), and the high-level features discussed in the paper.






This page was built for dataset: Preprocessed Dataset for ``Calorimetric Measurement of Multi-TeV Muons via Deep Regression"

Retrieved from "https://mardi.schubotz.org/w/index.php?title=Preprocessed_Dataset_for_%60%60Calorimetric_Measurement_of_Multi-TeV_Muons_via_Deep_Regression%22&oldid=44849863"
Powered by MediaWiki