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cs.LG2026
AE-ViT: Stable Long-Horizon Parametric Partial Differential Equations Modeling
Iva Mikuš, Boris Muha, Domagoj Vlah
Deep Learning Reduced Order Models (ROMs) are becoming increasingly popular as surrogate models for parametric partial differential equations (PDEs) due to their ability to handle…
cs.LG2020
BlackBox: Generalizable Reconstruction of Extremal Values from Incomplete Spatio-Temporal Data
Tomislav Ivek, Domagoj Vlah
We describe our submission to the Extreme Value Analysis 2019 Data Challenge in which teams were asked to predict extremes of sea surface temperature anomaly within spatio-temporal…