Offices

EDDy: Pontdriesch 14, bldg 1953, room 252
IGPM: Im Süsterfeld 2, bldg 3210, room 444

Postal Address

RWTH Aachen University, Math 111810, 52056 Aachen

Phone

+49 241 80 90653

Email

bonandin AT eddy DOT rwth-aachen DOT de

Web

it.linkedin.com

Research Area

Machine learning

Supervisors

Michael Herty and Manuel Torrilhon

Publications

• Effects of heterogeneous opinion interactions in many-agent systems for epidemic dynamics
  S. Bonandin and M. Zanella
  Netw. Heterog. Media 19 (2024), no. 1, 235–261
  doi: 10.3934/nhm.20240011
  Preprint arXiv:2311.08262

• Consensus-based algorithms for stochastic optimization problems
  S. Bonandin and M. Herty
  SIAM J. Optim. 35 (2025), no. 4, 2572–2598
  doi: 10.1137/24M1654531
  Preprint arXiv:2404.10372

• Kinetic variable-sample methods for stochastic optimization problems
  S. Bonandin and M. Herty
  Commun. Pure Appl. Anal. 31 (2026), 122–145
  doi: 10.3934/cpaa.2025081
  Preprint arXiv:2502.17982

• Strong Global Convergence of the Consensus-Based Optimization Algorithm
  S. Bonandin, K. Riedl, and S. Veneruso
  Preprint arXiv:2512.10654

• Exploiting Structure with Anisotropic Consensus-Based Optimization
  S. Bonandin, K. Riedl, and S. Veneruso
  Preprint arXiv:2607.10205