Search Results for author: Alper Unal

Found 2 papers, 0 papers with code

Calibrating Bayesian UNet++ for Sub-Seasonal Forecasting

no code implementations25 Mar 2024 Busra Asan, Abdullah Akgül, Alper Unal, Melih Kandemir, Gozde Unal

Seasonal forecasting is a crucial task when it comes to detecting the extreme heat and colds that occur due to climate change.

Climate Model Driven Seasonal Forecasting Approach with Deep Learning

no code implementations21 Feb 2023 Alper Unal, Busra Asan, Ismail Sezen, Bugra Yesilkaynak, Yusuf Aydin, Mehmet Ilicak, Gozde Unal

Three different setups (CMIP6; CMIP6 + elevation; CMIP6 + elevation + ERA5 finetuning) were used with both UNet and UNet++ algorithms resulting in six different models.

Management

Cannot find the paper you are looking for? You can Submit a new open access paper.