Peer reviewed publications ↓

A. Alla, M. Falcone, L. Saluzzi

An efficient DP algorithm on a tree-structure for finite horizon optimal control problems

accepted for SIAM Journal on Scientific Computing

An efficient DP algorithm on a tree-structure for finite horizon optimal control problems

accepted for SIAM Journal on Scientific Computing

M. Hess, A. Alla, A. Quaini, G. Rozza, M. Gunzburger

A localized reduced-order modeling approach for PDEs with bifurcating solutions

Computer Methods in Applied Mechanics and Engineering, 311, 2019, 379-403.

A localized reduced-order modeling approach for PDEs with bifurcating solutions

Computer Methods in Applied Mechanics and Engineering, 311, 2019, 379-403.

S. Rudy, A. Alla, S. Brunton, J.N. Kutz

Data-driven identification of parametric partial differential equations

SIAM J. Appl. Dyn. Syst. 18, 2019, 643–660.

Data-driven identification of parametric partial differential equations

SIAM J. Appl. Dyn. Syst. 18, 2019, 643–660.

A. Alla, J.N. Kutz

Randomized model order reduction

Advances in Computational Mathematics, 45, 2019, 1251-1271

Randomized model order reduction

Advances in Computational Mathematics, 45, 2019, 1251-1271

A. Alla, M. Hinze, P. Kolvenbach, O. Lass, S. Ulbrich

A Certified Model Reduction Approach for Robust Parameter Optimization with PDE Constraints

Advances in Computational Mathematics, 45, 2019, 1221-1250

A Certified Model Reduction Approach for Robust Parameter Optimization with PDE Constraints

Advances in Computational Mathematics, 45, 2019, 1221-1250

A. Alla, C. Graessle, M. Hinze

A-posteriori snapshot location for POD in optimal control of linear parabolic equations

ESAIM:M2AN, 52, 2018, 1847-1873

A-posteriori snapshot location for POD in optimal control of linear parabolic equations

ESAIM:M2AN, 52, 2018, 1847-1873

A. Alla, M. Falcone, S. Volkwein

Error analysis for POD approximations of infinite horizon problems via the dynamic programming principle

SIAM J. Control Optim., 55, 2017, 3091-3115

Error analysis for POD approximations of infinite horizon problems via the dynamic programming principle

SIAM J. Control Optim., 55, 2017, 3091-3115

A. Alla, J. Nathan Kutz

Nonlinear model order reduction via Dynamic Mode Decomposition

SIAM J. Sci. Comput., 39, 2017, 778-796

Nonlinear model order reduction via Dynamic Mode Decomposition

SIAM J. Sci. Comput., 39, 2017, 778-796

A. Alla, M. Falcone, D. Kalise

A HJB-POD feedback synthesis approach for wave equation

Bulletin of the Brazilian Mathematical Society, _blank Series, 2016, 47, 51-64

A HJB-POD feedback synthesis approach for wave equation

Bulletin of the Brazilian Mathematical Society, _blank Series, 2016, 47, 51-64

A. Alla, M. Falcone, D. Kalise

An efficient Policy Iteration algorithm for dynamic programming equations

SIAM J. Sci. Comput., 37, 2015, 181-200

An efficient Policy Iteration algorithm for dynamic programming equations

SIAM J. Sci. Comput., 37, 2015, 181-200

A. Alla, S. Volkwein

Asymptotic stability and suboptimality of Model Predictive Control for semilinear PDEs

in Advances in Computational Mathematics, 41, 2015, 1073-1102

Asymptotic stability and suboptimality of Model Predictive Control for semilinear PDEs

in Advances in Computational Mathematics, 41, 2015, 1073-1102