FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2980636848> ?p ?o ?g. }

• W2980636848 abstract "From particle identification to the discovery of the Higgs boson, deep learning algorithms have become an increasingly important tool for data analysis at the Large Hadron Collider (LHC). We present an innovative end-to-end deep learning approach for jet identification at the Compact Muon Solenoid (CMS) experiment at the LHC. The method combines deep neural networks with low-level detector information, such as calorimeter energy deposits and tracking information, to build a discriminator to identify different particle species. Using two physics examples as references: electron vs. photon discrimination and quark vs. gluon discrimination, we demonstrate the performance of the end-to-end approach on simulated events with full detector geometry as available in the CMS Open Data. We also offer insights into the importance of the information extracted from various sub-detectors and describe how end-to-end techniques can be extended to event-level classification using information from the whole CMS detector." @default.
• W2980636848 created "2019-10-25" @default.
• W2980636848 creator A5003654144 @default.
• W2980636848 creator A5013695358 @default.
• W2980636848 creator A5022892887 @default.
• W2980636848 creator A5046826115 @default.
• W2980636848 creator A5056473812 @default.
• W2980636848 creator A5066929981 @default.
• W2980636848 creator A5069383122 @default.
• W2980636848 creator A5076073058 @default.
• W2980636848 creator A5082903712 @default.
• W2980636848 creator A5083851718 @default.
• W2980636848 creator A5089875861 @default.
• W2980636848 date "2019-10-15" @default.
• W2980636848 modified "2023-10-09" @default.
• W2980636848 title "End-to-end particle and event identification at the Large Hadron Collider with CMS Open Data" @default.
• W2980636848 cites W2151512268 @default.
• W2980636848 cites W2194775991 @default.
• W2980636848 cites W2886938336 @default.
• W2980636848 cites W2922800887 @default.
• W2980636848 cites W3099190102 @default.
• W2980636848 hasPublicationYear "2019" @default.
• W2980636848 type Work @default.
• W2980636848 sameAs 2980636848 @default.
• W2980636848 citedByCount "0" @default.
• W2980636848 crossrefType "posted-content" @default.
• W2980636848 hasAuthorship W2980636848A5003654144 @default.
• W2980636848 hasAuthorship W2980636848A5013695358 @default.
• W2980636848 hasAuthorship W2980636848A5022892887 @default.
• W2980636848 hasAuthorship W2980636848A5046826115 @default.
• W2980636848 hasAuthorship W2980636848A5056473812 @default.
• W2980636848 hasAuthorship W2980636848A5066929981 @default.
• W2980636848 hasAuthorship W2980636848A5069383122 @default.
• W2980636848 hasAuthorship W2980636848A5076073058 @default.
• W2980636848 hasAuthorship W2980636848A5082903712 @default.
• W2980636848 hasAuthorship W2980636848A5083851718 @default.
• W2980636848 hasAuthorship W2980636848A5089875861 @default.
• W2980636848 hasConcept C109214941 @default.
• W2980636848 hasConcept C116834253 @default.
• W2980636848 hasConcept C120665830 @default.
• W2980636848 hasConcept C121332964 @default.
• W2980636848 hasConcept C152290109 @default.
• W2980636848 hasConcept C158129726 @default.
• W2980636848 hasConcept C16389437 @default.
• W2980636848 hasConcept C172108966 @default.
• W2980636848 hasConcept C18073261 @default.
• W2980636848 hasConcept C185544564 @default.
• W2980636848 hasConcept C19694890 @default.
• W2980636848 hasConcept C2292967 @default.
• W2980636848 hasConcept C2779510917 @default.
• W2980636848 hasConcept C2779662365 @default.
• W2980636848 hasConcept C2779803651 @default.
• W2980636848 hasConcept C2780117330 @default.
• W2980636848 hasConcept C2780509222 @default.
• W2980636848 hasConcept C59822182 @default.
• W2980636848 hasConcept C62520636 @default.
• W2980636848 hasConcept C86803240 @default.
• W2980636848 hasConcept C87668248 @default.
• W2980636848 hasConcept C94915269 @default.
• W2980636848 hasConceptScore W2980636848C109214941 @default.
• W2980636848 hasConceptScore W2980636848C116834253 @default.
• W2980636848 hasConceptScore W2980636848C120665830 @default.
• W2980636848 hasConceptScore W2980636848C121332964 @default.
• W2980636848 hasConceptScore W2980636848C152290109 @default.
• W2980636848 hasConceptScore W2980636848C158129726 @default.
• W2980636848 hasConceptScore W2980636848C16389437 @default.
• W2980636848 hasConceptScore W2980636848C172108966 @default.
• W2980636848 hasConceptScore W2980636848C18073261 @default.
• W2980636848 hasConceptScore W2980636848C185544564 @default.
• W2980636848 hasConceptScore W2980636848C19694890 @default.
• W2980636848 hasConceptScore W2980636848C2292967 @default.
• W2980636848 hasConceptScore W2980636848C2779510917 @default.
• W2980636848 hasConceptScore W2980636848C2779662365 @default.
• W2980636848 hasConceptScore W2980636848C2779803651 @default.
• W2980636848 hasConceptScore W2980636848C2780117330 @default.
• W2980636848 hasConceptScore W2980636848C2780509222 @default.
• W2980636848 hasConceptScore W2980636848C59822182 @default.
• W2980636848 hasConceptScore W2980636848C62520636 @default.
• W2980636848 hasConceptScore W2980636848C86803240 @default.
• W2980636848 hasConceptScore W2980636848C87668248 @default.
• W2980636848 hasConceptScore W2980636848C94915269 @default.
• W2980636848 hasLocation W29806368481 @default.
• W2980636848 hasOpenAccess W2980636848 @default.
• W2980636848 hasPrimaryLocation W29806368481 @default.
• W2980636848 hasRelatedWork W1508106188 @default.
• W2980636848 hasRelatedWork W1746910215 @default.
• W2980636848 hasRelatedWork W1981789075 @default.
• W2980636848 hasRelatedWork W1983182561 @default.
• W2980636848 hasRelatedWork W1987435915 @default.
• W2980636848 hasRelatedWork W2141615935 @default.
• W2980636848 hasRelatedWork W2183681085 @default.
• W2980636848 hasRelatedWork W227180159 @default.
• W2980636848 hasRelatedWork W2487117974 @default.
• W2980636848 hasRelatedWork W2542504085 @default.
• W2980636848 hasRelatedWork W2543967003 @default.
• W2980636848 hasRelatedWork W2562928017 @default.
• W2980636848 hasRelatedWork W2582925519 @default.
• W2980636848 hasRelatedWork W2800673528 @default.
• W2980636848 hasRelatedWork W2901626783 @default.
• W2980636848 hasRelatedWork W3102190975 @default.

• next