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Quantifying the unknown: Issues in simulation validation and their experimental impact
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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Pia, Maria Grazia | - |
| dc.contributor.author | Batič, Matej | - |
| dc.contributor.author | Hoff, Gabriela | - |
| dc.contributor.author | Saracco, Paolo | - |
| dc.contributor.author | Begalli, Márcia | - |
| dc.contributor.author | Han, Min Cheol | - |
| dc.contributor.author | Kim, Chanhyeong | - |
| dc.contributor.author | Seo, Hee | - |
| dc.contributor.author | Hauf, Steffen | - |
| dc.contributor.author | Kuster, Markus | - |
| dc.contributor.author | Quintieri, Lina | - |
| dc.contributor.author | Weidenspointner, Georg | - |
| dc.contributor.author | Zoglauer, Andreas C. | - |
| dc.date.accessioned | 2022-07-16T13:42:15Z | - |
| dc.date.available | 2022-07-16T13:42:15Z | - |
| dc.date.created | 2021-05-11 | - |
| dc.date.issued | 2012-10 | - |
| dc.identifier.issn | 0000-0000 | - |
| dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/164629 | - |
| dc.description.abstract | The assessment of the reliability of Monte Carlo simulations is discussed, with emphasis on uncertainty quantification and the related impact on experimental results. Methods and techniques to account for epistemic uncertainties, i.e. for intrinsic knowledge gaps in physics modeling, are discussed with the support of applications to concrete experimental scenarios. Ongoing projects regarding the investigation of epistemic uncertainties in the Geant4 simulation toolkit are reported. | - |
| dc.language | 영어 | - |
| dc.language.iso | en | - |
| dc.publisher | World Scientific Publishing Co. Pte Ltd | - |
| dc.title | Quantifying the unknown: Issues in simulation validation and their experimental impact | - |
| dc.type | Article | - |
| dc.contributor.affiliatedAuthor | Kim, Chanhyeong | - |
| dc.identifier.doi | 10.1142/9789814405072_0155 | - |
| dc.identifier.scopusid | 2-s2.0-84886870287 | - |
| dc.identifier.bibliographicCitation | Astroparticle, Particle, Space Physics and Detectors for Physics Applications - Proceedings of the 13th ICATPP Conference, pp.1031 - 1035 | - |
| dc.relation.isPartOf | Astroparticle, Particle, Space Physics and Detectors for Physics Applications - Proceedings of the 13th ICATPP Conference | - |
| dc.citation.title | Astroparticle, Particle, Space Physics and Detectors for Physics Applications - Proceedings of the 13th ICATPP Conference | - |
| dc.citation.startPage | 1031 | - |
| dc.citation.endPage | 1035 | - |
| dc.type.rims | ART | - |
| dc.type.docType | Conference Paper | - |
| dc.description.journalClass | 1 | - |
| dc.description.isOpenAccess | N | - |
| dc.description.journalRegisteredClass | scopus | - |
| dc.subject.keywordPlus | High energy physics | - |
| dc.subject.keywordPlus | Intelligent systems | - |
| dc.subject.keywordPlus | Uncertainty analysis | - |
| dc.subject.keywordPlus | Epistemic uncertainties | - |
| dc.subject.keywordPlus | Geant4 | - |
| dc.subject.keywordPlus | Geant4 simulation toolkit | - |
| dc.subject.keywordPlus | Physics modeling | - |
| dc.subject.keywordPlus | Simulation | - |
| dc.subject.keywordPlus | Simulation validation | - |
| dc.subject.keywordPlus | Uncertainty quantifications | - |
| dc.subject.keywordPlus | Validation | - |
| dc.subject.keywordPlus | Monte Carlo methods | - |
| dc.subject.keywordAuthor | Geant4 | - |
| dc.subject.keywordAuthor | Monte carlo | - |
| dc.subject.keywordAuthor | Simulation | - |
| dc.subject.keywordAuthor | Validation | - |
| dc.identifier.url | https://www.worldscientific.com/doi/abs/10.1142/9789814405072_0155 | - |
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Related Researcher
- Kim, Chan Hyeong
- COLLEGE OF ENGINEERING (DEPARTMENT OF NUCLEAR ENGINEERING)