PINN-Cast: Exploring the Role of Continuous-Depth NODE in Transformers and Physics Informed Loss as Soft Physical Constraints in Short-Term Weather Forecasting

Hira Saleem, Flora Salim, Cormac Purcell. PINN-Cast: Exploring the Role of Continuous-Depth NODE in Transformers and Physics Informed Loss as Soft Physical Constraints in Short-Term Weather Forecasting. In Philipp Neumann, Michael J. Puma, Michael H. Lees, Derek Groen, Jack J. Dongarra, Peter M. A. Sloot, editors, Computational Science - ICCS 2026 - 26th International Conference, Hamburg, Germany, June 29 - July 1, 2026, Proceedings, Part II. Volume 16784 of Lecture Notes in Computer Science, pages 109-122, Springer, 2026. [doi]

Abstract

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