Recurrent neural networks for the problem of improving numerical meteorological forecasts

• Date: 2023
• Main Authors: Doroshenko, А.Yu., Kushnirenko, R.V.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2023
• Subjects: deep learning; recurrent neural networks; meteorological forecasting; UDC 51:681.3.06
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/596
• Journal Title: Problems in programming

This paper briefly describes examples of how deep learning can be applied to geoscientific problems, as well as the main difficulties that arise when scientists apply this technique to the problems of meteorological forecasting. This paper aims at comparing the two most popular types of recurrent ne...