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20242026
most citedXLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs

2 citations · 4 across the 6 of their papers we have counts for

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cs.LG2024

Deep Learning for predicting rate-induced tipping

Yu Huang, Sebastian Bathiany, Peter Ashwin +1

Nonlinear dynamical systems exposed to changing forcing can exhibit catastrophic transitions between alternative and often markedly different states. The phenomenon of critical slo…

physics.geo-ph2024★ 2 cited

Conditional diffusion models for downscaling and bias correction of Earth system model precipitation

Michael Aich, Philipp Hess, Baoxiang Pan +3

Climate change exacerbates extreme weather events like heavy rainfall and flooding. As these events cause severe socioeconomic damage, accurate high-resolution simulation of precip…