most citedFormulation and calibration of CATKE, a one-equation parameterization for microscale ocean mixing

3 citations · 3 across the 2 of their papers we have counts for

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cs.LG2026

Deep Learning Surrogates for Emulating Stochastic Climate Tipping Dynamics

Adeline Hillier, Jennifer Sleeman, Jay Brett +3

This work explores a dynamics-informed Temporal Fusion Transformer (TFT) as a data-driven surrogate for computationally intensive Earth system simulations. Focusing on multivariate…