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Quantifying the unknown: Issues in simulation validation and their experimental impact
- Authors
- Pia, Maria Grazia; Batič, Matej; Hoff, Gabriela; Saracco, Paolo; Begalli, Márcia; Han, Min Cheol; Kim, Chanhyeong; Seo, Hee; Hauf, Steffen; Kuster, Markus; Quintieri, Lina; Weidenspointner, Georg; Zoglauer, Andreas C.
- Issue Date
- Oct-2012
- Publisher
- World Scientific Publishing Co. Pte Ltd
- Keywords
- Geant4; Monte carlo; Simulation; Validation
- Citation
- Astroparticle, Particle, Space Physics and Detectors for Physics Applications - Proceedings of the 13th ICATPP Conference, pp.1031 - 1035
- Indexed
- SCOPUS
- Journal Title
- Astroparticle, Particle, Space Physics and Detectors for Physics Applications - Proceedings of the 13th ICATPP Conference
- Start Page
- 1031
- End Page
- 1035
- ISSN
- 0000-0000
- 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.
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Collections - 서울 공과대학 > 서울 원자력공학과 > 1. Journal Articles
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Related Researcher
- Kim, Chan Hyeong
- COLLEGE OF ENGINEERING (DEPARTMENT OF NUCLEAR ENGINEERING)