{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T09:48:40Z","timestamp":1747216120348,"version":"3.40.5"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"type":"print","value":"9781643684482"},{"type":"electronic","value":"9781643684499"}],"license":[{"start":{"date-parts":[[2023,10,19]],"date-time":"2023-10-19T00:00:00Z","timestamp":1697673600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,10,19]]},"abstract":"<jats:p>Particle physics is a source of engineering challenges, also for Machine Learning techniques. We showcase three current uses of Machine Learning in the LHCb experiment, one of the four main experiments of the Large Hadron Collider (LHC) at CERN. Two are in the Real Time Analysis framework, which is in charge of processing the detector 4TB\/s dataflow in real time: one to locate the points where particles issued from the accelerator collisions decay, and the other to ensure a smooth choice in the data to be stored. A third use is about speeding the detector simulation with generative techniques. In all three cases, computing speed is the key factor for using Machine Learning algorithms.<\/jats:p>","DOI":"10.3233\/faia230668","type":"book-chapter","created":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T08:14:26Z","timestamp":1698048866000},"source":"Crossref","is-referenced-by-count":0,"title":["Machine Learning in Particle Physics Experiments: The Case of LHCb"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4515-7541","authenticated-orcid":false,"given":"Sergi","family":"Bernet Andr\u00e9s","sequence":"first","affiliation":[{"name":"Smart Society Research Group, La Salle \u2013 Universitat Ramon Llull, Sant Joan de La Salle 42, 08022 Barcelona, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5588-1448","authenticated-orcid":false,"given":"M\u00edriam","family":"Calvo G\u00f3mez","sequence":"additional","affiliation":[{"name":"Smart Society Research Group, La Salle \u2013 Universitat Ramon Llull, Sant Joan de La Salle 42, 08022 Barcelona, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6872-4262","authenticated-orcid":false,"given":"\u00c0lvaro","family":"Garc\u00eda Piquer","sequence":"additional","affiliation":[{"name":"Smart Society Research Group, La Salle \u2013 Universitat Ramon Llull, Sant Joan de La Salle 42, 08022 Barcelona, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8080-0769","authenticated-orcid":false,"given":"Elisabet","family":"Golobardes Rib\u00e9","sequence":"additional","affiliation":[{"name":"Smart Society Research Group, La Salle \u2013 Universitat Ramon Llull, Sant Joan de La Salle 42, 08022 Barcelona, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8748-8448","authenticated-orcid":false,"given":"N\u00faria","family":"Valls Canudas","sequence":"additional","affiliation":[{"name":"Smart Society Research Group, La Salle \u2013 Universitat Ramon Llull, Sant Joan de La Salle 42, 08022 Barcelona, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1915-9543","authenticated-orcid":false,"given":"Xavier","family":"Vilas\u00eds-Cardona","sequence":"additional","affiliation":[{"name":"Smart Society Research Group, La Salle \u2013 Universitat Ramon Llull, Sant Joan de La Salle 42, 08022 Barcelona, Spain"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Artificial Intelligence Research and Development"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA230668","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T08:14:27Z","timestamp":1698048867000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA230668"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,19]]},"ISBN":["9781643684482","9781643684499"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia230668","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"type":"print","value":"0922-6389"},{"type":"electronic","value":"1879-8314"}],"subject":[],"published":{"date-parts":[[2023,10,19]]}}}