An efficient Monte Carlo simulation strategy based on model order reduction and artificial neural networks. Issue 1 (15th March 2018)
- Record Type:
- Journal Article
- Title:
- An efficient Monte Carlo simulation strategy based on model order reduction and artificial neural networks. Issue 1 (15th March 2018)
- Main Title:
- An efficient Monte Carlo simulation strategy based on model order reduction and artificial neural networks
- Authors:
- Bamer, Franz
Koeppe, Arnd
Markert, Bernd - Abstract:
- Abstract: In this paper, we present a new approach that enables the Monte Carlo simulation of complex nonlinear systems with considerably less computational effort compared to the classical Monte Carlo simulation. Hereby, we propose a combination of the proper orthogonal decomposition and neural networks. (© 2017 Wiley‐VCH Verlag GmbH & Co. KGaA, Weinheim)
- Is Part Of:
- Proceedings in applied mathematics and mechanics. Volume 17:Issue 1(2017)
- Journal:
- Proceedings in applied mathematics and mechanics
- Issue:
- Volume 17:Issue 1(2017)
- Issue Display:
- Volume 17, Issue 1 (2017)
- Year:
- 2017
- Volume:
- 17
- Issue:
- 1
- Issue Sort Value:
- 2017-0017-0001-0000
- Page Start:
- 287
- Page End:
- 288
- Publication Date:
- 2018-03-15
- Subjects:
- Applied mathematics -- Periodicals
Engineering mathematics -- Periodicals
Mathematical physics -- Periodicals
519 - Journal URLs:
- http://www.onlinelibrary.wiley.com/journal/10.1002/(ISSN)1617-7061 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/pamm.201710113 ↗
- Languages:
- English
- ISSNs:
- 1617-7061
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6842.471350
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 9039.xml