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20142026
most citedUniversality and dependence on initial conditions in the class of the nonlinear molecular beam epitaxy equation

36 citations · 189 across the 19 of their papers we have counts for

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cs.LG2026

Fractional is Better: Learnable Derivative Orders in Neural Operator Learning

Fares B. Mehouachi, Saif Eddin Jabari

Neural operators learn mappings between function spaces, enabling fast surrogate solutions to partial differential equations. Despite remarkable architectural diversity, these meth…