Theory (for application)

• Online & Feedback Optimization

  • Feedback Optimization: https://unicorn.control.ee.ethz.ch/unicorn/feedback-optimization

  • Online Feedback Equilibrium Seeking: https://www.bsaver.io/feedback-equilibrium-seeking

  • Optimization Algorithms as Robust Feedback Controllers: https://arxiv.org/abs/2103.11329

  • Online convex optimization for robust control of constrained dynamical systems: https://arxiv.org/abs/2401.04487

• Graph Optimization

  • Plasmo: https://docs.juliahub.com/General/Plasmo/0.3.2/

  • GBOML: https://gboml.readthedocs.io/en/latest/about_gboml.html

• Graph Neural Networks 

  • Graph & Geometric ML in 2024 (highly recommend to read this article... super awesome!) : 

    • https://towardsdatascience.com/graph-geometric-ml-in-2024-where-we-are-and-whats-next-part-i-theory-architectures-3af5d38376e1

    • https://towardsdatascience.com/graph-geometric-ml-in-2024-where-we-are-and-whats-next-part-ii-applications-1ed786f7bf63

Supplementary materials

• https://www.research-collection.ethz.ch/handle/20.500.11850/34

• AI Institutes Virtual Organization: https://aiinstitutes.org/institutes/

  • A series of AI Institutes for various domains... AI4OPT is also a member of this organization. 

OPF Data

• Simbench: https://simbench.de/en/download/datasets/, https://github.com/e2nIEE/simbench/tree/develop