User profiles for Massimo Fornasier

Massimo Fornasier

Professor of Applied Numerical Analysis, Technical University of Munich
Verified email at ma.tum.de
Cited by 8325

Asymptotic flocking dynamics for the kinetic Cucker–Smale model

JA Carrillo, M Fornasier, J Rosado, G Toscani - SIAM Journal on …, 2010 - SIAM
In this paper, we analyze the asymptotic behavior of solutions of the continuous kinetic
version of flocking by Cucker and Smale [IEEE Trans. Automat. Control, 52 (2007), pp. 852–862], …

Iteratively reweighted least squares minimization for sparse recovery

I Daubechies, R DeVore, M Fornasier… - … on Pure and Applied …, 2010 - Wiley Online Library
Under certain conditions (known as the restricted isometry property, or RIP) on the m × N matrix
Φ (where m < N), vectors x ∈ ℝ N that are sparse (ie, have most of their entries equal to 0…

Particle, kinetic, and hydrodynamic models of swarming

JA Carrillo, M Fornasier, G Toscani, F Vecil - Mathematical modeling of …, 2010 - Springer
We review the state-of-the-art in the modelling of the aggregation and collective behavior of
interacting agents of similar size and body type, typically called swarming. Starting with …

Anisotropic mesh adaptation for crack detection in brittle materials

M Artina, M Fornasier, S Micheletti, S Perotto - SIAM Journal on Scientific …, 2015 - SIAM
The quasi-static brittle fracture model proposed by G. Francfort and J.-J. Marigo can be $\Gamma$-approximated
at each time evolution step by the Ambrosio--Tortorelli functional. In …

Mean-field optimal control

M Fornasier, F Solombrino - ESAIM: Control, Optimisation and …, 2014 - cambridge.org
We introduce the concept of mean-field optimal control which is the rigorous limit process
connecting finite dimensional optimal control problems with ODE constraints modeling multi-…

Quasi-orthogonal decompositions of structured frames

M Fornasier - Journal of mathematical analysis and applications, 2004 - Elsevier
A decomposition of a Hilbert space H into a quasi-orthogonal family of closed subspaces is
introduced. We shall investigate conditions in order to derive bounded families of …

Mean-field sparse optimal control

M Fornasier, B Piccoli, F Rossi - … Transactions of the …, 2014 - royalsocietypublishing.org
We introduce the rigorous limit process connecting finite dimensional sparse optimal control
problems with ODE constraints, modelling parsimonious interventions on the dynamics of a …

Low-rank matrix recovery via iteratively reweighted least squares minimization

M Fornasier, H Rauhut, R Ward - SIAM Journal on Optimization, 2011 - SIAM
We present and analyze an efficient implementation of an iteratively reweighted least
squares algorithm for recovering a matrix from a small number of linear measurements. The …

Recovery algorithms for vector-valued data with joint sparsity constraints

M Fornasier, H Rauhut - SIAM Journal on Numerical Analysis, 2008 - SIAM
Vector-valued data appearing in concrete applications often possess sparse expansions
with respect to a preassigned frame for each vector component individually. Additionally, …

Continuous frames, function spaces, and the discretization problem

M Fornasier, H Rauhut - Journal of Fourier Analysis and Applications, 2005 - Springer
A continuous frame is a family of vectors in a Hilbert space which allows reproductions of
arbitrary elements by continuous superpositions. Associated to a given continuous frame we …