A machine learning enhanced structural response prediction strategy due to seismic excitation. Issue 1 (25th January 2021)
- Record Type:
- Journal Article
- Title:
- A machine learning enhanced structural response prediction strategy due to seismic excitation. Issue 1 (25th January 2021)
- Main Title:
- A machine learning enhanced structural response prediction strategy due to seismic excitation
- Authors:
- Thaler, Denny
Bamer, Franz
Markert, Bernd - Other Names:
- Kuhl D. guestEditor.
Meister A. guestEditor.
Ricoeur A. guestEditor.
Wünsch O. guestEditor. - Abstract:
- Abstract: In this contribution, we present a fast prediction approach to estimate response statistics of the crude Monte Carlo simulation using artificial neural networks. Hereby, the neural network is trained within an initial response subset, based on which a forecast can be evaluated in an early state of the Monte Carlo simulation.
- Is Part Of:
- Proceedings in applied mathematics and mechanics. Volume 20:Issue 1(2021)
- Journal:
- Proceedings in applied mathematics and mechanics
- Issue:
- Volume 20:Issue 1(2021)
- Issue Display:
- Volume 20, Issue 1 (2021)
- Year:
- 2021
- Volume:
- 20
- Issue:
- 1
- Issue Sort Value:
- 2021-0020-0001-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2021-01-25
- 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.202000294 ↗
- 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:
- 23872.xml