{"?xml":{"@version":"1.0"},"edm:RDF":{"@xmlns:dc":"http://purl.org/dc/elements/1.1/","@xmlns:edm":"http://www.europeana.eu/schemas/edm/","@xmlns:wgs84_pos":"http://www.w3.org/2003/01/geo/wgs84_pos","@xmlns:foaf":"http://xmlns.com/foaf/0.1/","@xmlns:rdaGr2":"http://rdvocab.info/ElementsGr2","@xmlns:oai":"http://www.openarchives.org/OAI/2.0/","@xmlns:owl":"http://www.w3.org/2002/07/owl#","@xmlns:rdf":"http://www.w3.org/1999/02/22-rdf-syntax-ns#","@xmlns:ore":"http://www.openarchives.org/ore/terms/","@xmlns:skos":"http://www.w3.org/2004/02/skos/core#","@xmlns:dcterms":"http://purl.org/dc/terms/","edm:WebResource":[{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:doc-D4LZ5GZV/1794e6247e0b07-54ad-a901-54-27192884/PDF","dcterms:extent":"2241 KB"},{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:doc-D4LZ5GZV/e70744a2-d41b-421a-9877-8610405299e5/TEXT","dcterms:extent":"40 KB"}],"edm:TimeSpan":{"@rdf:about":"2014-2024","edm:begin":{"@xml:lang":"en","#text":"2014"},"edm:end":{"@xml:lang":"en","#text":"2024"}},"edm:ProvidedCHO":{"@rdf:about":"URN:NBN:SI:doc-D4LZ5GZV","dcterms:isPartOf":[{"@rdf:resource":"https://www.dlib.si/details/URN:NBN:SI:spr-OE00UKYR"},{"@xml:lang":"sl","#text":"Matrika"}],"dcterms:issued":"2019","dc:creator":"Špenko, Krištof","dc:format":[{"@xml:lang":"sl","#text":"13 str."},{"@xml:lang":"sl","#text":"številka:2"},{"@xml:lang":"sl","#text":"letnik:6"}],"dc:identifier":["ISSN:2385-8567","COBISSID_HOST:3353444","URN:URN:NBN:SI:doc-D4LZ5GZV"],"dc:language":"sl","dc:publisher":{"@xml:lang":"sl","#text":"Založba Fakultete za matematiko in fiziko Univerze v Ljubljani"},"dc:subject":[{"@xml:lang":"en","#text":"ATLAS detector"},{"@xml:lang":"sl","#text":"detektor ATLAS"},{"@xml:lang":"sl","#text":"eksperimentalna fizika"},{"@xml:lang":"en","#text":"experimental physics"},{"@xml:lang":"sl","#text":"fizika osnovnih delcev"},{"@xml:lang":"en","#text":"Large Hadron Collider"},{"@xml:lang":"en","#text":"physics of elementary particles"},{"@xml:lang":"sl","#text":"simulacije poskusov"},{"@xml:lang":"en","#text":"simulation of experiments"},{"@xml:lang":"sl","#text":"Veliki hadronski trkalnik"}],"dcterms:temporal":{"@rdf:resource":"2014-2024"},"dc:title":{"@xml:lang":"sl","#text":"Simulacija poskusov na LHC|"},"dc:description":[{"@xml:lang":"sl","#text":"Simulation of experiments has become a crucial part of modern experimental elementary particle physics. The Higgs boson was succesfuly detected at CERN in the year 2012, by comparing the data aquired through simulation and the actual experiment. The simulation process has proven to be computationaly extremely complex, which is why a potential solution is being sought out in the use of machine learning algorithms. The article entails an overview of the LHC and the ATLAS detector and their operation. The simulation process is also described. The article concludes with a brief summary of the future of machine learning in simulations"},{"@xml:lang":"sl","#text":"Simulacije poskusov so postale ključen del sodobne eksperimentalne fizike osnovnih delcev. S primerjavo simuliranih poskusov in dejanskih eksperimentov so uspeli leta 2012 v CERN-u pokazati, da so zaznali delec z lastnostmi Higgsovega bozona. Postopki simulacij so računalniško izjemno zahtevni, potencialna rešitev je uporaba metod strojnega učenja. Članek vključuje pregled zgradbe Velikega hadronskega trkalnika (LHC) in detektorja ATLAS ter njuno delovanje. Nato sledi opis poteka simulacij tovrstnih eksperimentov. Članek pa se zaključuje s kratkim povzetkom prihodnosti strojnega učenja v simulacijah"}],"edm:type":"TEXT","dc:type":[{"@xml:lang":"sl","#text":"znanstveno časopisje"},{"@xml:lang":"en","#text":"journals"},{"@rdf:resource":"http://www.wikidata.org/entity/Q361785"}]},"ore:Aggregation":{"@rdf:about":"http://www.dlib.si/?URN=URN:NBN:SI:doc-D4LZ5GZV","edm:aggregatedCHO":{"@rdf:resource":"URN:NBN:SI:doc-D4LZ5GZV"},"edm:isShownBy":{"@rdf:resource":"http://www.dlib.si/stream/URN:NBN:SI:doc-D4LZ5GZV/1794e6247e0b07-54ad-a901-54-27192884/PDF"},"edm:rights":{"@rdf:resource":"http://rightsstatements.org/vocab/InC/1.0/"},"edm:provider":"Slovenian National E-content Aggregator","edm:dataProvider":{"@xml:lang":"en","#text":"National and University Library of Slovenia"},"edm:object":{"@rdf:resource":"http://www.dlib.si/streamdb/URN:NBN:SI:doc-D4LZ5GZV/maxi/edm"},"edm:isShownAt":{"@rdf:resource":"http://www.dlib.si/details/URN:NBN:SI:doc-D4LZ5GZV"}}}}