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Author

Faraz Dadgostari

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#artificial intelligence Preprint Sep 2026

Sparse-Observation Atmospheric Thermal Forecasting with Physics-Informed Neural Networks for Climate-Aware Digital Twins

Short-horizon forecasts of atmospheric temperature are needed to support climate-aware digital-twin systems, but such forecasts must be produced where thermal observations are incomplete. This study evaluates a physics-informed neural network for potential-temperature forecasting, constrained by a pressure-coordinate t...

Tannaz G. Chegini, E. Shivanian, Behzad Karimi et al. · 0 citations

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