Automatic development of deep neural networks for improving numerical meteorological forecast

• Дата: 2024
• Автори: Doroshenko, А.Yu., Kushnirenko, R.V.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Інститут програмних систем НАН України 2024
• Теми: deep learning; automatic development of neural networks; neuroevolution; meteorological forecasting; UDC 51:681.3.06
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/607
• Назва журналу: Problems in programming

This paper briefly describes the examples of deep learning applications to scientific and technical problems, as well as the difficulties that may arise with these applications. The paper shows the importance of the automatic development of deep neural networks. The paper verifies the possibility of...