Peer reviewed publications ↓

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

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

to appear in Computer Methods in Applied Mechanics and Engineering

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

to appear in Computer Methods in Applied Mechanics and Engineering

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

Data-driven identification of parametric partial differential equations

to appear in SIAM Journal on Applied Dynamical Systems

Data-driven identification of parametric partial differential equations

to appear in SIAM Journal on Applied Dynamical Systems

A. Alla, J.N. Kutz

Randomized model order reduction

to appear in Advances in Computational Mathematics

Randomized model order reduction

to appear in Advances in Computational Mathematics

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

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

to appear in Advances in Computational Mathematics

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

to appear in Advances in Computational Mathematics

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