Deep learning in statistical downscaling for deriving high spatial resolution gridded meteorological data: A systematic review
Y Sun, K Deng, K Ren, J Liu, C Deng, Y Jin - ISPRS Journal of …, 2024 - Elsevier
Nowadays, meteorological data plays a crucial role in various fields such as remote sensing,
weather forecasting, climate change, and agriculture. The regional and local studies call for …
weather forecasting, climate change, and agriculture. The regional and local studies call for …
Improving precipitation nowcasting for high-intensity events using deep generative models with balanced loss and temperature data: A case study in the Netherlands
C Cambier van Nooten, K Schreurs… - … Intelligence for the …, 2023 - journals.ametsoc.org
Precipitation nowcasting is essential for weather-dependent decision-making, but it remains
a challenging problem despite active research. The combination of radar data and deep …
a challenging problem despite active research. The combination of radar data and deep …
OptoGPT: A Versatile Inverse Design Model for Optical Multilayer Thin Film Structures
Optical multilayer thin film structures are widely used in various photonic applications.
Inverse design is an important but difficult step to enable these applications, which seeks to …
Inverse design is an important but difficult step to enable these applications, which seeks to …
OL-Transformer: A Fast and Universal Surrogate Simulator for Optical Multilayer Thin Film Structures
Deep learning-based methods have recently been established as fast and accurate
surrogate simulators for optical multilayer thin film structures. However, existing methods …
surrogate simulators for optical multilayer thin film structures. However, existing methods …
A Systematic Review of Deep Learning Applications in Interpolation and Extrapolation of Precipitation Data
With technological enhancements, the volume, velocity, and variety (3Vs) of the raw digital
Earth data have increased in recent years. Due to the increased availability of computer …
Earth data have increased in recent years. Due to the increased availability of computer …