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An ANN-based surrogate model for wave propagation in uncertain media
- Source :
- Waves in Random and Complex Media. 33:428-441
- Publication Year :
- 2021
- Publisher :
- Informa UK Limited, 2021.
-
Abstract
- The parameter values of complex media can be uncertain in reality and uncertainty quantification (UQ) in the simulation of wave propagation is essential. In this paper, an efficient surrogate model...
- Subjects :
- Wave propagation
Computer science
General Engineering
General Physics and Astronomy
02 engineering and technology
Overfitting
01 natural sciences
010305 fluids & plasmas
020303 mechanical engineering & transports
Surrogate model
0203 mechanical engineering
0103 physical sciences
Applied mathematics
Uncertainty quantification
Computer Science::Databases
Subjects
Details
- ISSN :
- 17455049 and 17455030
- Volume :
- 33
- Database :
- OpenAIRE
- Journal :
- Waves in Random and Complex Media
- Accession number :
- edsair.doi...........25b5224344dffe7f3efca9da4b432e04
- Full Text :
- https://doi.org/10.1080/17455030.2021.1880669