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ORCIDGiovanni Fantuzzi
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2020 – today
- 2024
[j11]Jason J. Bramburger, Giovanni Fantuzzi
:
Auxiliary Functions as Koopman Observables: Data-Driven Analysis of Dynamical Systems via Polynomial Optimization. J. Nonlinear Sci. 34(1): 8 (2024)- [j10]Giovanni Fantuzzi, Federico Fuentes:
Global Minimization of Polynomial Integral Functionals. SIAM J. Sci. Comput. 46(4): 2123- (2024) - [i8]Albert Alcalde, Giovanni Fantuzzi, Enrique Zuazua:
Clustering in pure-attention hardmax transformers and its role in sentiment analysis. CoRR abs/2407.01602 (2024) - 2023
- [j9]Yang Zheng, Giovanni Fantuzzi:
Sum-of-squares chordal decomposition of polynomial matrix inequalities. Math. Program. 197(1): 71-108 (2023) - [j8]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): 481-512 (2023) - [c5]Francesca Covella, Giovanni Fantuzzi:
Uncertainty propagation for nonlinear dynamics: A polynomial optimization approach. ACC 2023: 4142-4147 - [i7]Jason J. Bramburger, Giovanni Fantuzzi:
Auxiliary Functions as Koopman Observables: Data-Driven Polynomial Optimization for Dynamical Systems. CoRR abs/2303.01483 (2023) - [i6]Giovanni Fantuzzi, Federico Fuentes:
Global minimization of polynomial integral functionals. CoRR abs/2305.18801 (2023) - [i5]Francesco Della Pietra, Giovanni Fantuzzi, Liviu I. Ignat, Alba Lia Masiello, Gloria Paoli, Enrique Zuazua:
Finite element approximation of the Hardy constant. CoRR abs/2308.01580 (2023) - 2021
- [j7]Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou:
Chordal and factor-width decompositions for scalable semidefinite and polynomial optimization. Annu. Rev. Control. 52: 243-279 (2021) - [i4]Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou:
Chordal and factor-width decompositions for scalable semidefinite and polynomial optimization. CoRR abs/2107.02379 (2021) - 2020
- [j6]Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou, Paul Goulart, Andrew Wynn:
Chordal decomposition in operator-splitting methods for sparse semidefinite programs. Math. Program. 180(1): 489-532 (2020) - [j5]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): 763-787 (2020) - [j4]Giovanni Fantuzzi, David Goluskin:
Bounding Extreme Events in Nonlinear Dynamics Using Convex Optimization. SIAM J. Appl. Dyn. Syst. 19(3): 1823-1864 (2020) - [i3]Yang Zheng, Giovanni Fantuzzi:
Sum-of-squares chordal decomposition of polynomial matrix inequalities. CoRR abs/2007.11410 (2020)
2010 – 2019
- 2019
- [j3]Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou:
Fast ADMM for Sum-of-Squares Programs Using Partial Orthogonality. IEEE Trans. Autom. Control. 64(9): 3869-3876 (2019) - [c4]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: 5513-5518 - 2018
- [c3]Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou:
Decomposition and Completion of Sum-of-Squares Matrices. CDC 2018: 4026-4031 - [i2]Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou:
Decomposition and Completion of Sum-of-Squares Matrices. CoRR abs/1804.02711 (2018) - [i1]Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou:
Sparse sum-of-squares (SOS) optimization: A bridge between DSOS/SDSOS and SOS optimization for sparse polynomials. CoRR abs/1807.05463 (2018) - 2017
- [j2]Giovanni Fantuzzi, Andrew Wynn, Paul J. Goulart, Antonis Papachristodoulou:
Optimization With Affine Homogeneous Quadratic Integral Inequality Constraints. IEEE Trans. Autom. Control. 62(12): 6221-6236 (2017) - [c2]Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou, Paul Goulart, Andrew Wynn:
Fast ADMM for semidefinite programs with chordal sparsity. ACC 2017: 3335-3340 - 2016
- [j1]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): 1962-1988 (2016) - [c1]Giovanni Fantuzzi, Andrew Wynn:
Semidefinite relaxation of a class of quadratic integral inequalities. CDC 2016: 6192-6197
Coauthor Index
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