{"id":2573,"date":"2023-07-16T17:35:53","date_gmt":"2023-07-16T17:35:53","guid":{"rendered":"https:\/\/dailyai.com\/?p=2573"},"modified":"2023-07-17T09:01:53","modified_gmt":"2023-07-17T09:01:53","slug":"groundbreaking-neural-network-supports-complex-physics-research","status":"publish","type":"post","link":"https:\/\/dailyai.com\/nb\/2023\/07\/groundbreaking-neural-network-supports-complex-physics-research\/","title":{"rendered":"Banebrytende nevrale nettverk st\u00f8tter kompleks fysikkforskning"},"content":{"rendered":"<p><b>I den krevende eksperimentelle fysikken hjelper maskinl\u00e6ringsteknologi forskere med \u00e5 analysere kolossale, men sparsomme datasett.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Forestill deg oppgaven med \u00e5 hente ut informasjon fra en bok med tusen sider, der hver side bare inneholder \u00e9n linje med tekst. \u00c5 skanne en slik bok med en skanner som metodisk leser hver side tomme for tomme, ville v\u00e6re sv\u00e6rt arbeidskrevende, og det meste av arbeidet ville g\u00e5 med til \u00e5 skanne tomrom.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Det samme gjelder for eksperimentalfysikere, s\u00e6rlig innen partikkelfysikk. Her registrerer og analyserer detektorene en overveldende mengde data, til tross for at bare en forsvinnende liten del av dem er nyttige.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kazuhiro Terao, fysiker ved SLAC National Accelerator Laboratory, beskriver det slik: \"P\u00e5 et fotografi av for eksempel en fugl som flyr p\u00e5 himmelen, kan hver piksel v\u00e6re meningsfull\", men i bildene fysikerne ofte gransker, er det bare en liten del som virkelig betyr noe. Denne arbeidskrevende \u00f8velsen sl\u00f8ser bort b\u00e5de tid og databehandlingsressurser.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ML tilbyr en l\u00f8sning i form av sparse convolutional neural networks (SCNN). <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ved \u00e5 gj\u00f8re det mulig for forskere \u00e5 zoome inn p\u00e5 de viktige delene av dataene og filtrere bort resten, gj\u00f8r SCNN-ene det raskere \u00e5 analysere data i sanntid.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I 2012 fors\u00f8kte Benjamin Graham, da ved University of Warwick, \u00e5 lage et nevralt nettverk som kunne gjenkjenne kinesisk h\u00e5ndskrift. Han justerte CNN-nettverk (Convolutional Neural Networks), en referanseform for nevrale nettverk, for \u00e5 gj\u00f8re dem mer egnet for data som anses som \"sparsomme\", som et bilde av et kinesisk tegn.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Graham tilbyr en annen analogi for sparsomme data: Tenk deg at Eiffelt\u00e5rnet var innkapslet i et s\u00e5 lite rektangel som mulig, og at dette rektangelet ville best\u00e5 av \"99,98 prosent luft og bare 0,02 prosent jern\". <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hvis du bare er opptatt av metallet, analyserer du en enorm mengde ubrukelig plass.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Fremveksten av SCNN<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Etter \u00e5 ha lykkes med \u00e5 lage et system som effektivt kunne gjenkjenne h\u00e5ndskrevet kinesisk, gikk Graham videre til en st\u00f8rre utfordring: \u00e5 gjenkjenne 3D-objekter.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> Han videreutviklet teknikken sin og publiserte detaljene i den f\u00f8rste <\/span><a href=\"https:\/\/ai.meta.com\/research\/publications\/mask-r-cnn\/\"><span style=\"font-weight: 400;\">SCNN i 2017<\/span><\/a><span style=\"font-weight: 400;\"> mens han jobbet hos Facebook AI Research.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Terao introduserte dette <\/span><a href=\"https:\/\/www.quantamagazine.org\/sparse-neural-networks-point-physicists-to-useful-data-20230608\/\"><span style=\"font-weight: 400;\">konsept til partikkelfysikk<\/span><\/a><span style=\"font-weight: 400;\"> ved Fermi National Accelerator Laboratory, som unders\u00f8ker n\u00f8ytrinoer (universets mest unnvikende og mest tallrike partikler med masse). <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Terao inns\u00e5 at SCNN kunne optimalisere dataanalysen for Deep Underground Neutrino Experiment (DUNE), der han konstaterte at SCNN behandlet dataene raskere og mer effektivt enn tradisjonelle metoder.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Fysikeren Philip Harris ved Massachusetts Institute of Technology har planer om \u00e5 bruke SCNN ved Large Hadron Collider (LHC) ved CERN.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Harris h\u00e5per at SCNN kan akselerere dataanalysen ved LHC med minst en faktor p\u00e5 50, noe som kan bidra til \u00e5 oppdage partikler av spesiell interesse.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>I den krevende eksperimentalfysikken hjelper maskinl\u00e6ringsteknologien forskerne med \u00e5 analysere enorme, men sparsomme datasett.  Forestill deg oppgaven med \u00e5 hente ut informasjon fra en bok med tusen sider, der hver side bare inneholder \u00e9n linje med tekst. \u00c5 skanne en slik bok med en skanner som metodisk leser hver side tomme for tomme, ville v\u00e6rt enormt arbeidskrevende, og det meste av arbeidet ville g\u00e5tt med til \u00e5 skanne tomrom.  Det samme gjelder for eksperimentalfysikere, s\u00e6rlig innen partikkelfysikk. Her registrerer og analyserer detektorene en overveldende mengde data, til tross for at bare en liten prosentandel er nyttig.  Som Kazuhiro Terao, fysiker ved<\/p>","protected":false},"author":2,"featured_media":2574,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[127,221,105,222,135],"class_list":["post-2573","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai","tag-cern","tag-machine-learning","tag-ml","tag-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Groundbreaking neural network supports complex physics research | DailyAI<\/title>\n<meta name=\"description\" content=\"In the demanding realm of experimental physics, machine learning (ML) technology is helping researchers analyze colossal but sparse data sets.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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