Predicting the propagation of acoustic waves using deep convolutional neural networks
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Sound and Vibration"
DOI: 10.1016/j.jsv.2021.116285
Abstract: Abstract A novel approach for numerically propagating acoustic waves in two-dimensional quiescent media has been developed through a fully convolutional multi-scale neural network following a spatio-temporal auto-regressive strategy. This data-driven method managed to produce accurate… read more here.
Keywords: waves using; propagation; predicting propagation; using deep ... See more keywords
Predicting the propagation of COVID-19 at an international scale: extension of an SIR model
Sign Up to like & getrecommendations! Published in 2021 at "BMJ Open"
DOI: 10.1136/bmjopen-2020-041472
Abstract: Objectives Several epidemiological models have been published to forecast the spread of the COVID-19 pandemic, yet many of them have proven inaccurate for reasons that remain to be fully determined. We aimed to develop a… read more here.
Keywords: propagation covid; predicting propagation; covid international; international scale ... See more keywords