41 citations · 41 across the 2 of their papers we have counts for
2 papers
math.OC2025
On leveraging constrained smooth additive regression models for global optimization
Marina Cuesta, Claudia D'Ambrosio, María Durban +2
Many real-world decision-making processes rely on solving mixed-integer nonlinear programs (MINLPs). However, finding high-quality solutions to MINLPs is often computationally dema…
physics.flu-dyn2022★ 41 cited
From snapshots to manifolds - A tale of shear flows
Ehsan Farzamnik, Andrea Ianiro, Stefano Discetti +4
We propose a novel non-linear manifold learning from snapshot data and demonstrate its superiority over Proper Orthogonal Decomposition (POD) for shedding-dominated shear flows. Ke…