{"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\/de\/2023\/07\/groundbreaking-neural-network-supports-complex-physics-research\/","title":{"rendered":"Bahnbrechendes neuronales Netzwerk unterst\u00fctzt komplexe physikalische Forschung"},"content":{"rendered":"<p><b>In der anspruchsvollen Welt der Experimentalphysik hilft die Technologie des maschinellen Lernens (ML) den Forschern bei der Analyse riesiger, aber sp\u00e4rlicher Datens\u00e4tze.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Stellen Sie sich die Aufgabe vor, Informationen aus einem Buch mit tausend Seiten zu extrahieren, von denen jede nur eine Zeile Text enth\u00e4lt. Das Einscannen eines solchen Buches mit einem Scanner, der methodisch jede Seite Zentimeter f\u00fcr Zentimeter liest, w\u00e4re ungeheuer m\u00fchsam, wobei der meiste Aufwand mit dem Scannen von Leerraum verschwendet w\u00fcrde.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c4hnliches gilt f\u00fcr Experimentalphysiker, insbesondere in der Teilchenphysik. Hier zeichnen die Detektoren eine \u00fcberw\u00e4ltigende Menge an Daten auf und analysieren sie, obwohl nur ein winziger Prozentsatz davon n\u00fctzlich ist.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kazuhiro Terao, Physiker am SLAC National Accelerator Laboratory, beschreibt es so: \"Auf einem Foto, beispielsweise von einem Vogel, der in den Himmel fliegt, kann jedes Pixel von Bedeutung sein\", aber bei den Bildern, die Physiker oft untersuchen, ist nur ein kleiner Teil wirklich wichtig. Diese arbeitsintensive \u00dcbung vergeudet sowohl Zeit als auch Rechenressourcen.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ML bietet eine L\u00f6sung in Form von Sparse Convolutional Neural Networks (SCNN). <\/span><\/p>\n<p><span style=\"font-weight: 400;\">SCNNs erm\u00f6glichen es Forschern, sich auf die wichtigen Teile ihrer Daten zu konzentrieren und den Rest herauszufiltern und beschleunigen so die Datenanalyse in Echtzeit.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Im Jahr 2012 versuchte Benjamin Graham, damals an der University of Warwick, ein neuronales Netz zur Erkennung chinesischer Handschrift zu entwickeln. Er passte neuronale Faltungsnetzwerke (CNN), eine Referenzform neuronaler Netzwerke, so an, dass sie sich besser f\u00fcr Daten eignen, die als \"sp\u00e4rlich\" gelten, wie etwa ein Bild eines chinesischen Schriftzeichens.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Graham bietet eine weitere Analogie f\u00fcr sp\u00e4rliche Daten an: Stellen Sie sich vor, der Eiffelturm w\u00e4re in einem kleinstm\u00f6glichen Rechteck eingeschlossen, das \"zu 99,98 Prozent aus Luft und nur zu 0,02 Prozent aus Eisen\" best\u00fcnde. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Wenn Sie sich nur mit dem Metall befassen, analysieren Sie eine gro\u00dfe Menge an nutzlosem Raum.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Das Aufkommen der SCNNs<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Nachdem er erfolgreich ein System entwickelt hatte, das handgeschriebenes Chinesisch effizient erkennen konnte, wandte sich Graham einer gr\u00f6\u00dferen Herausforderung zu: der Erkennung von 3D-Objekten.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> Er verfeinerte seine Technik und ver\u00f6ffentlichte die Details der ersten <\/span><a href=\"https:\/\/ai.meta.com\/research\/publications\/mask-r-cnn\/\"><span style=\"font-weight: 400;\">SCNN im Jahr 2017<\/span><\/a><span style=\"font-weight: 400;\"> w\u00e4hrend seiner Zeit bei Facebook AI Research.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Terao hat dies eingef\u00fchrt <\/span><a href=\"https:\/\/www.quantamagazine.org\/sparse-neural-networks-point-physicists-to-useful-data-20230608\/\"><span style=\"font-weight: 400;\">Konzept zur Teilchenphysik<\/span><\/a><span style=\"font-weight: 400;\"> am Fermi National Accelerator Laboratory, das Neutrinos (die schwer fassbaren und am h\u00e4ufigsten vorkommenden Teilchen mit Masse im Universum) untersucht. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Terao erkannte, dass SCNNs die Datenanalyse f\u00fcr das Deep Underground Neutrino Experiment (DUNE) optimieren k\u00f6nnten, wo er feststellte, dass die SCNNs die Daten schneller und effizienter verarbeiteten als traditionelle Methoden.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Der Physiker Philip Harris vom Massachusetts Institute of Technology plant, SCNNs nicht nur in der Neutrinoforschung, sondern auch im Large Hadron Collider (LHC) am CERN einzusetzen.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Harris hofft, dass SCNNs die Datenanalyse am LHC mindestens um den Faktor 50 beschleunigen und so zur Entdeckung von Teilchen von besonderem Interesse beitragen k\u00f6nnen.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>In der anspruchsvollen Welt der Experimentalphysik hilft die Technologie des maschinellen Lernens (ML) den Forschern bei der Analyse riesiger, aber sp\u00e4rlicher Datens\u00e4tze.  Stellen Sie sich die Aufgabe vor, Informationen aus einem Buch mit tausend Seiten zu extrahieren, von denen jede nur eine Zeile Text enth\u00e4lt. Das Einscannen eines solchen Buches mit einem Scanner, der jede Seite Zentimeter f\u00fcr Zentimeter einliest, w\u00e4re ungeheuer m\u00fchsam, wobei der gr\u00f6\u00dfte Teil des Aufwands auf das Einscannen von Leerstellen entf\u00e4llt.  \u00c4hnliches gilt f\u00fcr Experimentalphysiker, insbesondere in der Teilchenphysik. Hier zeichnen Detektoren eine \u00fcberw\u00e4ltigende Menge an Daten auf und analysieren sie, obwohl nur ein winziger Prozentsatz davon n\u00fctzlich ist.  Wie Kazuhiro Terao, Physiker bei<\/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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