Taming Non-Linear Dynamics and Turbulence with Machine Learning Control. - Guy Y. Cornejo Maceda; François Lusseyran; Bernd R. Noack (ERCIM News, 2020)

Gradient-enriched machine learning control exemplified for shear flows in simulations and experiments. (Contrôle par apprentissage automatique et méthodes de gradient appliqué aux écoulements cisaillés numériques et expérimentaux). - Guy Y. Cornejo Maceda (2021)

Fast Self-Learning of Turbulence Feedback Laws Using Gradient-Enriched Machine Learning Control. - Guy Y. Cornejo Maceda; Zhutao Jiang; François Lusseyran; Bernd R. Noack (GECCO Companion, 2024)

Sensor optimization for urban wind estimation with cluster-based probabilistic framework. - Yutong Liang; Chang Hou; Guy Y. Cornejo Maceda; Andrea Ianiro; Stefano Discetti; Andrea Meilán-Vila; Didier Sornette; Sandro Claudio Lera; Jialong Chen; Xiaozhou He; Bernd R. Noack (CoRR, 2025)

Fast and robust parametric and functional learning with Hybrid Genetic Optimisation (HyGO). - Isaac Robledo; Yiqing Li; Guy Y. Cornejo Maceda; Rodrigo Castellanos (CoRR, 2025)