Simon Buchwald

Since July 2020 I am a Ph.D. student of Prof. Dr. Gabriele Ciaramella (Polytechnic University of Milan) and Prof. Dr. Stefan Volkwein. In my Ph.D, I work on numerical optimization methods for the identification and control of fluctuating systems. This project is supported by the German Reserach Foundation DFG, SFB 1432, project title "Fluctuations and Nonlinearities in Classical and Quantum Matter beyond Equilibrium".

Research Topics:

• Deep learning
• Inverse problems
• Parameter identification

Programming languages and Software used:

• Matlab
• Python
• Latex

Publications:

A SPIRED code for the reconstruction of spin distribution
S. Buchwald, G. Ciaramella, J. Salomon and D. Sugny
Comput. Phys. Commun. 299 (2024), 109126

Gauss-Newton Oriented Greedy Algorithms for the Reconstruction of Operators in Nonlinear Dynamics
S. Buchwald, G. Ciaramella and J. Salomon
Appears in SIAM J. Control Optim., 2024

Greedy reconstruction algorithm for the identification of spin distribution
S. Buchwald, G. Ciaramella, J. Salomon and D. Sugny
Phys. Rev. A 104 (2021) 063112

Analysis of a Greedy Reconstruction Algorithm
S. Buchwald, G. Ciaramella and J. Salomon
SIAM J. Control Optim. 59 (6) (2021) 4511–4537