Steps Towards a Self Calibrating, Low Reflection Numerical Wave Maker Using Narx Neural Networks

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
43 Downloads (Pure)

Abstract

Numerical wave-makers are important for accurate simulations of marine two-phase flows. One important aspect of the suitability is the ability to recreate a given surface elevation time trace at a given location in the tank. This paper presents first applications of NARX neural network techniques for the calibration of wave tanks. Preliminary results indicate good results can be achieved even for highly non-linear waves. 
Original languageEnglish
Title of host publicationProceedings of the VII International Conference on Computational Methods in Marine Engineering
Number of pages6
Publication statusPublished - May 2017
EventInternational Conference on Computational Methods in Marine Engineering - Nantes, France
Duration: 15 May 201717 May 2017
Conference number: VII
http://congress.cimne.com/marine2017/frontal/default.asp

Conference

ConferenceInternational Conference on Computational Methods in Marine Engineering
CountryFrance
CityNantes
Period15/05/201717/05/2017
Internet address

Fingerprint Dive into the research topics of 'Steps Towards a Self Calibrating, Low Reflection Numerical Wave Maker Using Narx Neural Networks'. Together they form a unique fingerprint.

  • Cite this