Kalpesh R. Patil
Kalpesh R. Patil
Research Scholar, Civil engineering department,
Indian Institute of Technology, Bombay, India.
https://www.researchgate.net/profile/Kalpesh_Patil11
https://www.linkedin.com/in/kalpesh-patil-17651988/
PhD:IIT Bombay, India.
Since Jan-2014
Thesis: Real time prediction of sea surface temperatures in North Indian Ocean using artificial neural networks
Supervisor: Prof. M. C. Deo
Brief Synopsis of Research: Artificial neural network (ANN) models were developed to predict real time sea surface temperature (SST) over northern Indian Ocean using satellite re-analysis data. At each node of satellite data ANN models were calibrated to perform multi lead time SST predictions like univariate time series models. Such predictions then interpolated to make basin-scale SST predictions. ANN models include trivial feed forward and advanced wavelet neural networks.
A detailed synopsis is attached at the end in appendix section