36 citations · 189 across the 19 of their papers we have counts for
4 papers · 1 filter
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…
Fractal signatures of strong universality in the disordered Ising model
Henrique A Lima, Kaue Hermann, Ismael S. S. Carrasco +2
Disordered systems are very rich laboratories for exploring complex systems. In particular, disordered magnetic systems have been extremely important in the last five decades for u…
Dimensional crossover in surface growth on rectangular substrates
Ismael S. S. Carrasco, Tiago J. Oliveira
In a recent work [Phys. Rev. E 109, L042102 (2024)], interesting dimensional crossovers [from two- to one-dimensional (2D to 1D) scaling] were found in the growth of Kardar-Parisi-…
Non-monotonic roughness evolution in film growth on weakly interacting substrates
Dmitry Lapkin, Ismael S. S. Carrasco, Catherine Cruz Luukkonen +5
Thin film deposition on weakly interacting substrates exhibits a unique growth mode characterized by initially strong island formation and rapidly increasing roughness, which reach…