Preprint / Under review

  1. Turbulence enhancement of a fan array wind generator using geometric texturing and optimization-based control.
    Cao G., Shaqarin T., Jiang Z., Liu Y., Li Y., Gao N., He X., Noack B. R. (2025).

  2. Fast and robust parametric and functional learning with Hybrid Genetic Optimisation.
    Robledoa I., Li Y., Cornejo Macedaa G. Y., Castellanos R. (2025).

  3. Origin and control of pseudo-rotating spiral jets.
    Wawrzak K., Li Y., Noack B. R., Tyliszczak A. (2025).


Published

  1. Toward human-interpretable, automated learning of feedback control for the mixing layer.
    Li, H., Cornejo Maceda, G. Y., Li, Y., Tan, J., & Noack, B. R. (2025).

  2. Experimental jet control with Bayesian optimization and persistent data topology.
    Reumschüssel, J. M., Li, Y., zur Nedden, P. M., Wang, T., Noack, B. R., & Paschereit, C. O. (2024).

  3. Jet mixing optimization using a flexible nozzle, distributed actuators, and machine learning.
    Jiang, Z., Cornejo Maceda, G. Y., Li, Y., Shaqarin, T., Gao, N., & Noack, B. R. (2024).

  4. Jet mixing enhancement with Bayesian optimization, deep learning and persistent data topology.
    Li, Y., Noack, B. R., Wang, T., Cornejo Maceda, G. Y., Pickering, E., Shaqarin, T., & Tyliszczak, A. (2024).

  5. Gradient-free optimization in thermoacoustics: application to a low-order model.
    Reumschüssel, J. M., von Saldern, J. G., Li, Y., Paschereit, C. O., & Orchini, A. (2022).
    Journal of Engineering for Gas Turbines and Power.

  6. Explorative gradient method for active drag reduction of the fluidic pinball and slanted Ahmed body.
    Li, Y., Cui, W., Jia, Q., Li, Q., Yang, Z., Morzyński, M., & Noack, B. R. (2022).
    Journal of Fluid Mechanics, 932, A7.

  7. Bayesian optimization for active flow control.
    Blanchard A. B., Cornejo Maceda G. Y., Fan D., Li Y., Zhou Y., Noack B. R., & Sapsis T. P. (2022).
    Acta Mechanica Sinica.

  8. Stabilization of the fluidic pinball with gradient-enriched machine learning control.
    Cornejo Maceda, G. Y., Li, Y., Lusseyran, F., Morzyński, M., & Noack, B. R. (2021).
    Journal of Fluid Mechanics, 917, A42.