User profiles for Massimo Fornasier
Massimo FornasierProfessor 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
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], …
version of flocking by Cucker and Smale [IEEE Trans. Automat. Control, 52 (2007), pp. 852–862], …
Iteratively reweighted least squares minimization for sparse recovery
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…
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
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 …
interacting agents of similar size and body type, typically called swarming. Starting with …
Anisotropic mesh adaptation for crack detection in brittle materials
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 …
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-…
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 …
introduced. We shall investigate conditions in order to derive bounded families of …
Mean-field sparse optimal control
We introduce the rigorous limit process connecting finite dimensional sparse optimal control
problems with ODE constraints, modelling parsimonious interventions on the dynamics of a …
problems with ODE constraints, modelling parsimonious interventions on the dynamics of a …
Low-rank matrix recovery via iteratively reweighted least squares minimization
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 …
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, …
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 …
arbitrary elements by continuous superpositions. Associated to a given continuous frame we …