Giovanni Fantuzzi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Dynamical Systems

Convex Optimization

Top Venues

SIAM J. Appl. Dyn. Syst.

Publications

Jason J. Bramburger, Giovanni Fantuzzi
Auxiliary Functions as Koopman Observables: Data-Driven Analysis of Dynamical Systems via Polynomial Optimization. J. Nonlinear Sci. 34 (1) (2024)
Giovanni Fantuzzi, Federico Fuentes
Global Minimization of Polynomial Integral Functionals. SIAM J. Sci. Comput. 46 (4) (2024)
Albert Alcalde, Giovanni Fantuzzi, Enrique Zuazua
Clustering in pure-attention hardmax transformers and its role in sentiment analysis. CoRR (2024)
Yang Zheng, Giovanni Fantuzzi
Sum-of-squares chordal decomposition of polynomial matrix inequalities. Math. Program. 197 (1) (2023)
Francesca Covella, Giovanni Fantuzzi
Uncertainty propagation for nonlinear dynamics: A polynomial optimization approach. ACC (2023)
Giovanni Fantuzzi, Federico Fuentes
Global minimization of polynomial integral functionals. CoRR (2023)
Alexander Chernyavsky, Jason J. Bramburger, Giovanni Fantuzzi, David Goluskin
Convex Relaxations of Integral Variational Problems: Pointwise Dual Relaxation and Sum-of-Squares Optimization. SIAM J. Optim. 33 (2) (2023)
Jason J. Bramburger, Giovanni Fantuzzi
Auxiliary Functions as Koopman Observables: Data-Driven Polynomial Optimization for Dynamical Systems. CoRR (2023)
Francesco Della Pietra, Giovanni Fantuzzi, Liviu I. Ignat, Alba Lia Masiello, Gloria Paoli, Enrique Zuazua
Finite element approximation of the Hardy constant. CoRR (2023)
Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou
Chordal and factor-width decompositions for scalable semidefinite and polynomial optimization. CoRR (2021)
Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou
Chordal and factor-width decompositions for scalable semidefinite and polynomial optimization. Annu. Rev. Control. 52 (2021)
Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou, Paul Goulart, Andrew Wynn
Chordal decomposition in operator-splitting methods for sparse semidefinite programs. Math. Program. 180 (1) (2020)
Mayur V. Lakshmi, Giovanni Fantuzzi, Jesús D. Fernández-Caballero, Yongyun Hwang, Sergei Ivanovich Chernyshenko
Finding Extremal Periodic Orbits with Polynomial Optimization, with Application to a Nine-Mode Model of Shear Flow. SIAM J. Appl. Dyn. Syst. 19 (2) (2020)
Yang Zheng, Giovanni Fantuzzi
Sum-of-squares chordal decomposition of polynomial matrix inequalities. CoRR (2020)
Giovanni Fantuzzi, David Goluskin
Bounding Extreme Events in Nonlinear Dynamics Using Convex Optimization. SIAM J. Appl. Dyn. Syst. 19 (3) (2020)
Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou
Sparse sum-of-squares (SOS) optimization: A bridge between DSOS/SDSOS and SOS optimization for sparse polynomials. ACC (2019)
Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou
Fast ADMM for Sum-of-Squares Programs Using Partial Orthogonality. IEEE Trans. Autom. Control. 64 (9) (2019)
Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou
Decomposition and Completion of Sum-of-Squares Matrices. CoRR (2018)
Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou
Decomposition and Completion of Sum-of-Squares Matrices. CDC (2018)
Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou
Sparse sum-of-squares (SOS) optimization: A bridge between DSOS/SDSOS and SOS optimization for sparse polynomials. CoRR (2018)
Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou, Paul Goulart, Andrew Wynn
Fast ADMM for semidefinite programs with chordal sparsity. ACC (2017)
Giovanni Fantuzzi, Andrew Wynn, Paul J. Goulart, Antonis Papachristodoulou
Optimization With Affine Homogeneous Quadratic Integral Inequality Constraints. IEEE Trans. Autom. Control. 62 (12) (2017)
Giovanni Fantuzzi, David Goluskin, Deqing Huang, Sergei I. Chernyshenko
Bounds for Deterministic and Stochastic Dynamical Systems using Sum-of-Squares Optimization. SIAM J. Appl. Dyn. Syst. 15 (4) (2016)
Giovanni Fantuzzi, Andrew Wynn
Semidefinite relaxation of a class of quadratic integral inequalities. CDC (2016)