Alla, Alessandro
- Data-driven identification of parametric partial differential equations
2018/06/03 by Rudy, Samuel, Alla, Alessandro, Brunton, Steven L. +1 · 9 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- An Efficient Policy Iteration Algorithm for Dynamic Programming Equations
2013/08/09 by Alessandro Alla, Maurizio Falcone, Alla, Alessandro +3 · 2 citations
Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Variational Analysis
- Adaptive POD-DEIM correction for Turing pattern approximation in reaction-diffusion PDE systems
2022/03/11 by Alla, Alessandro, Monti, Angela, Sgura, Ivonne · 3 citations
#35K57 #65F99 #65M06 #65M22 #FOS: Mathematics #Numerical Analysis (math.NA)
- Piecewise DMD for oscillatory and Turing spatio-temporal dynamics
2023/03/11 by Alla, Alessandro, Monti, Angela, Sgura, Ivonne · 3 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- A PINN approach for the online identification and control of unknown PDEs
2024/08/06 by Alessandro Alla, Giulia Bertaglia, Alla, Alessandro +3 · 2 citations
Engineering · Physics and Astronomy · #Advanced Control Systems Optimization #FOS: Mathematics #Fault Detection and Control Systems #Optimization and Control (math.OC) #Real-time simulation and control systems
- Time adaptivity in model predictive control
2020/09/02 by Alla, Alessandro, Gräßle, Carmen, Hinze, Michael · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Feedback control of parametrized PDEs via model order reduction and dynamic programming principle
2018/09/28 by Alla, Alessandro, Haasdonk, Bernard, Schmidt, Andreas · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Asymptotic Stability of POD based Model Predictive Control for a semilinear parabolic PDE
2013/12/07 by Alla, Alessandro, Volkwein, Stefan · 1 citation
#Analysis of PDEs (math.AP) #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
- Online identification and control of PDEs via Reinforcement Learning methods
2023/08/08 by Alessandro Alla, Agnese Pacifico, Alla, Alessandro +5 · 1 citation
Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)