Semidefinite relaxation of a class of quadratic integral inequalities. - Giovanni Fantuzzi; Andrew Wynn (CDC, 2016)

Bounds for Deterministic and Stochastic Dynamical Systems using Sum-of-Squares Optimization. - Giovanni Fantuzzi; David Goluskin; Deqing Huang; Sergei I. Chernyshenko (SIAM J. Appl. Dyn. Syst., 2016)

Fast ADMM for semidefinite programs with chordal sparsity. - Yang Zheng 001; Giovanni Fantuzzi; Antonis Papachristodoulou; Paul Goulart; Andrew Wynn (ACC, 2017)

Optimization With Affine Homogeneous Quadratic Integral Inequality Constraints. - Giovanni Fantuzzi; Andrew Wynn; Paul J. Goulart; Antonis Papachristodoulou (IEEE Trans. Autom. Control., 2017)

Decomposition and Completion of Sum-of-Squares Matrices. - Yang Zheng 001; Giovanni Fantuzzi; Antonis Papachristodoulou (CDC, 2018)

Sparse sum-of-squares (SOS) optimization: A bridge between DSOS/SDSOS and SOS optimization for sparse polynomials. - Yang Zheng 001; Giovanni Fantuzzi; Antonis Papachristodoulou (ACC, 2019)

Fast ADMM for Sum-of-Squares Programs Using Partial Orthogonality. - Yang Zheng 001; Giovanni Fantuzzi; Antonis Papachristodoulou (IEEE Trans. Autom. Control., 2019)

Chordal decomposition in operator-splitting methods for sparse semidefinite programs. - Yang Zheng 001; Giovanni Fantuzzi; Antonis Papachristodoulou; Paul Goulart; Andrew Wynn (Math. Program., 2020)

Bounding Extreme Events in Nonlinear Dynamics Using Convex Optimization. - Giovanni Fantuzzi; David Goluskin (SIAM J. Appl. Dyn. Syst., 2020)

Finding Extremal Periodic Orbits with Polynomial Optimization, with Application to a Nine-Mode Model of Shear Flow. - Mayur V. Lakshmi; Giovanni Fantuzzi; Jesús D. Fernández-Caballero; Yongyun Hwang; Sergei Ivanovich Chernyshenko (SIAM J. Appl. Dyn. Syst., 2020)

Chordal and factor-width decompositions for scalable semidefinite and polynomial optimization. - Yang Zheng 001; Giovanni Fantuzzi; Antonis Papachristodoulou (Annu. Rev. Control., 2021)

Uncertainty propagation for nonlinear dynamics: A polynomial optimization approach. - Francesca Covella; Giovanni Fantuzzi (ACC, 2023)

Auxiliary Functions as Koopman Observables: Data-Driven Polynomial Optimization for Dynamical Systems. - Jason J. Bramburger; Giovanni Fantuzzi (CoRR, 2023)

Finite element approximation of the Hardy constant. - Francesco Della Pietra; Giovanni Fantuzzi; Liviu I. Ignat; Alba Lia Masiello; Gloria Paoli; Enrique Zuazua (CoRR, 2023)

Convex Relaxations of Integral Variational Problems: Pointwise Dual Relaxation and Sum-of-Squares Optimization. - Alexander Chernyavsky; Jason J. Bramburger; Giovanni Fantuzzi; David Goluskin (SIAM J. Optim., 2023)

Sum-of-squares chordal decomposition of polynomial matrix inequalities. - Yang Zheng 001; Giovanni Fantuzzi (Math. Program., 2023)

Clustering in pure-attention hardmax transformers and its role in sentiment analysis. - Albert Alcalde; Giovanni Fantuzzi; Enrique Zuazua (CoRR, 2024)

Global Minimization of Polynomial Integral Functionals. - Giovanni Fantuzzi; Federico Fuentes (SIAM J. Sci. Comput., 2024)

Auxiliary Functions as Koopman Observables: Data-Driven Analysis of Dynamical Systems via Polynomial Optimization. - Jason J. Bramburger; Giovanni Fantuzzi (J. Nonlinear Sci., 2024)

Exact Sequence Classification with Hardmax Transformers. - Albert Alcalde; Giovanni Fantuzzi; Enrique Zuazua (CoRR, 2025)