Bernd R. Noack

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 9

Top Topics

Reinforcement Learning

Population Based Optimization

Top Venues

Int. J. Comput. Intell. Syst.

Publications

Yiming Ou, Hao Xiong, Hantao Jiang, Yixin Zhang, Bernd R. Noack
Dynamic Obstacle Avoidance of Fixed-Wing Aircraft in Final Phase via Reinforcement Learning. IEEE Trans. Aerosp. Electron. Syst. 60 (4) (2024)
Junchang Huang, Weifeng Zeng, Hao Xiong, Bernd R. Noack, Gang Hu, Shugao Liu, Yuchen Xu, Huanhui Cao
Symmetry-Informed Reinforcement Learning and its Application to Low-Level Attitude Control of Quadrotors. IEEE Trans. Artif. Intell. 5 (3) (2024)
Guy Y. Cornejo Maceda, Zhutao Jiang, François Lusseyran, Bernd R. Noack
Fast Self-Learning of Turbulence Feedback Laws Using Gradient-Enriched Machine Learning Control. GECCO Companion (2024)
Qiulei Wang, Lei Yan, Gang Hu, Wenli Chen, Bernd R. Noack
Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing. CoRR (2023)
Tamir Shaqarin, Bernd R. Noack
A Fast-Converging Particle Swarm Optimization through Targeted, Position-Mutated, Elitism (PSO-TPME). Int. J. Comput. Intell. Syst. 16 (1) (2023)
Tamir Shaqarin, Bernd R. Noack
A fast converging particle swarm optimization through targeted, position-mutated, elitism (PSO-TPME). CoRR (2022)
Nan Deng, Luc Pastur, Bernd R. Noack
Low-Dimensional Flow Models from High-Dimensional Flow Data with Machine Learning and First Principles. ERCIM News 2020 (122) (2020)
Guy Y. Cornejo Maceda, François Lusseyran, Bernd R. Noack
Taming Non-Linear Dynamics and Turbulence with Machine Learning Control. ERCIM News 2020 (122) (2020)
Simon Ferrari, Yaoping Hu, Robert J. Martinuzzi, Eurika Kaiser, Bernd R. Noack, Jan Östh, Sinisa Krajnovic
Visualizing vortex clusters in the wake of a high-speed train. SMC (2017)
Bartosz Protas, Bernd R. Noack, Marek Morzynski
An Optimal Model Identification for Oscillatory Dynamics with a Stable Limit Cycle. J. Nonlinear Sci. 24 (2) (2014)
Bernd R. Noack, Robert K. Niven
A hierarchy of maximum entropy closures for Galerkin systems of incompressible flows. Comput. Math. Appl. 65 (10) (2013)
Jens Kasten, Ingrid Hotz, Bernd R. Noack, Hans-Christian Hege
Vortex Merge Graphs in Two-dimensional Unsteady Flow Fields. EuroVis (Short Papers) (2012)
Jens Kasten, Christoph Petz, Ingrid Hotz, Bernd R. Noack, Hans-Christian Hege
Localized Finite-time Lyapunov Exponent for Unsteady Flow Analysis. VMV (2009)
Mark Pastoor, Rudibert King, Bernd R. Noack, Gilead Tadmor
Observers and Feedback Control for Shear Layer Vortices. CDC/ECC (2005)
Oliver Lehmann, Mark Luchtenburg, Bernd R. Noack, Rudibert King, Marek Morzynski, Gilead Tadmor
Wake stabilization using POD Galerkin models with interpolated modes. CDC/ECC (2005)
Gilead Tadmor, Bernd R. Noack
Dynamic estimation for reduced Galerkin models of fluid flows. ACC (2004)
Bernd R. Noack, Gilead Tadmor, Marek Morzynski
Actuation models and dissipative control in empirical Galerkin models of fluid flows. ACC (2004)
Gilead Tadmor, Bernd R. Noack, Andreas Dillmann, Johannes Gerhard, Mark Pastoor, Rudibert King, Marek Morzynski
Control, observation and energy regulation of wake flow instabilities. CDC (2003)
Bernd R. Noack, Igor Mezic, Andrzej Banaszuk
Controlling vortex motion and chaotic advection. CDC (2000)