Boris Bonev – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-01-07T20:18:50Z http://www.open-lab.net/blog/feed/ Boris Bonev <![CDATA[Advancing Solar Irradiance Prediction with NVIDIA Earth-2]]> http://www.open-lab.net/blog/?p=93596 2025-01-07T20:18:50Z 2024-12-12T17:57:29Z As global electricity demand continues to rise, traditional sources of energy are increasingly unsustainable. Energy providers are facing pressure to reduce...]]>

As global electricity demand continues to rise, traditional sources of energy are increasingly unsustainable. Energy providers are facing pressure to reduce reliance on fossil fuels while ensuring a fully supplied and stable grid. In this context, solar energy has emerged as a vital renewable resource, being one of the most abundant clean energy sources available. However…

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Boris Bonev <![CDATA[Modeling Earth��s Atmosphere with Spherical Fourier Neural Operators]]> http://www.open-lab.net/blog/?p=68433 2023-10-25T21:14:09Z 2023-07-27T16:06:59Z Machine learning-based weather prediction has emerged as a promising complement to traditional numerical weather prediction (NWP) models. Models such as NVIDIA...]]>

Machine learning-based weather prediction has emerged as a promising complement to traditional numerical weather prediction (NWP) models. Models such as NVIDIA FourCastNet have demonstrated that the computational time for generating weather forecasts can be reduced from hours to mere seconds, a significant improvement to current NWP-based workflows. Traditional methods are formulated from…

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