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20172021
most citedA non-smooth trust-region method for locally Lipschitz functions with application to optimization problems constrained by variational inequalities

1 citations · 1 across the 6 of their papers we have counts for

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math.OC2018

A bilevel learning approach for optimal observation placement in variational data assimilation

Paula Castro, Juan Carlos De los Reyes

In this paper we propose a bilevel optimization approach for the placement of space and time observations in variational data assimilation problems. Within the framework of supervi…

math.OC2018

Total Generalized Variation Regularization in Variational Data Assimilation for Burgers' Equation

J. C. De los Reyes, E. Loayza

We propose a second-order total generalized variation (TGV) regularization for the reconstruction of the initial condition in variational data assimilation problems. After showing…