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Journal Articles

Jet mixing optimization using a flexible nozzle, distributed actuators, and machine learning

Zhutao Jiang (姜竹涛), Guy Y. Cornejo Maceda, Yiqing Li (李逸清), Tamir Shaqarin (تامر الشقارين), Nan Gao (高南), Bernd R. Noack

Physics of Fluids 36, 095126 (2024)

https://doi.org/10.1063/5.0223543

Published: September 2024

View article titled, Jet mixing optimization using a flexible nozzle, distributed actuators, and machine learning

Journal Articles

Coarse-graining characterization of the room flow circulations due to a fan-array wind generator

Xin Wang (王鑫), Guy Y. Cornejo Maceda, Yutong Liu (刘宇同), Gang Hu (胡钢), Nan Gao (高南), Franz Raps, Bernd R. Noack

Physics of Fluids 36, 085146 (2024)

https://doi.org/10.1063/5.0220266

Published: August 2024

View article titled, Coarse-graining characterization of the room flow circulations due to a fan-array wind generator

Journal Articles

A zero-net-mass-flux wake stabilization method for blunt bodies via global linear instability

Qingchi Zhu (朱清驰), Lei Zhou (周蕾), Hongfu Zhang (张洪福), Kam Tim Tse (谢锦添), Hui Tang (唐辉), Bernd R. Noack

Physics of Fluids 36, 043617 (2024)

https://doi.org/10.1063/5.0202168

Published: April 2024

View article titled, A zero-net-mass-flux wake stabilization method for blunt bodies via global linear instability

Journal Articles

Effect of blade number on rotor efficiency and noise emission at hovering condition

Pengyu Li (李鹏宇), Yannian Yang (杨延年), Qingxi Li (李庆熙), Elias J. G. Arcondoulis, Bernd R. Noack, Yu Liu (刘宇)

Physics of Fluids 36, 027142 (2024)

https://doi.org/10.1063/5.0190338

Published: February 2024

View article titled, Effect of blade number on rotor efficiency and noise emission at hovering condition

Journal Articles

Stabilizing the square cylinder wake using deep reinforcement learning for different jet locations

Lei Yan (严雷), Yuerong Li (栗悦荣), Gang Hu (胡钢), Wen-li Chen (陈文礼), Wei Zhong (钟薇), Bernd R. Noack

Physics of Fluids 35, 115104 (2023)

https://doi.org/10.1063/5.0171188

Published: November 2023

View article titled, Stabilizing the square cylinder wake using deep reinforcement learning for different jet locations

Journal Articles

Deep reinforcement learning-based active flow control of vortex-induced vibration of a square cylinder

Chen Wenjie (陈文杰), Wang Qiulei (王秋垒), Yan Lei (严雷), Hu Gang (胡钢), Bernd R. Noack

Physics of Fluids 35, 053610 (2023)

https://doi.org/10.1063/5.0152777

Published: May 2023

View article titled, Deep reinforcement learning-based active flow control of vortex-induced vibration of a square cylinder

Journal Articles

Topologically assisted optimization for rotor design

Wang Tianyu (王天宇), Yang Yannian (杨延年), Chen Xuanwu (陈炫午), Li Pengyu (李鹏宇), Angelo Iollo, Guy Y. Cornejo Maceda, Bernd R. Noack

Physics of Fluids 35, 055105 (2023)

https://doi.org/10.1063/5.0145941

Published: May 2023

View article titled, Topologically assisted optimization for rotor design

Journal Articles

Cluster-based control for net drag reduction of the fluidic pinball

Xin Wang (王鑫), Nan Deng (邓楠), Guy Y. Cornejo Maceda, Bernd R. Noack

Physics of Fluids 35, 023601 (2023)

https://doi.org/10.1063/5.0136499

Published: February 2023

View article titled, Cluster-based control for net drag reduction of the fluidic pinball

Journal Articles

DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM

Qiulei Wang (王秋垒), Lei Yan (严雷), Gang Hu (胡钢), Chao Li (李朝), Yiqing Xiao (肖仪清), Hao Xiong (熊昊), Jean Rabault, Bernd R. Noack

Physics of Fluids 34, 081801 (2022)

https://doi.org/10.1063/5.0103113

Published: August 2022

View article titled, DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM

Journal Articles

Trajectory-optimized cluster-based network model for the sphere wake

Chang Hou (侯昶), Nan Deng (邓楠), Bernd R. Noack

Physics of Fluids 34, 085110 (2022)

https://doi.org/10.1063/5.0098655

Published: August 2022

View article titled, Trajectory-optimized cluster-based network model for the sphere wake

Journal Articles

On closures for reduced order models—A spectrum of first-principle to machine-learned avenues

Shady E. Ahmed, Suraj Pawar, Omer San, Adil Rasheed, Traian Iliescu, Bernd R. Noack

Physics of Fluids 33, 091301 (2021)

https://doi.org/10.1063/5.0061577

Published: September 2021

View article titled, On closures for reduced order models—A spectrum of first-principle to machine-learned avenues

Journal Articles

Optimization and sensitivity analysis of active drag reduction of a square-back Ahmed body using machine learning control

Dewei Fan (范德威), Bingfu Zhang (张炳夫), Yu Zhou (周裕), Bernd R. Noack

Physics of Fluids 32, 125117 (2020)

https://doi.org/10.1063/5.0033156

Published: December 2020

View article titled, Optimization and sensitivity analysis of active drag reduction of a square-back Ahmed body using machine learning control

Journal Articles

Machine learning open-loop control of a mixing layer

Hao Li (李浩), Jianguo Tan (谭建国), Zhengwang Gao (高政旺), Bernd R. Noack

Physics of Fluids 32, 111701 (2020)

https://doi.org/10.1063/5.0030071

Published: November 2020

View article titled, Machine learning open-loop control of a mixing layer

Journal Articles

On the cavity-actuated supersonic mixing layer downstream a thick splitter plate

Jianguo Tan (谭建国), Hao Li (李浩), Bernd R. Noack

Physics of Fluids 32, 096102 (2020)

https://doi.org/10.1063/5.0019299

Published: September 2020

View article titled, On the cavity-actuated supersonic mixing layer downstream a thick splitter plate

Journal Articles

Bayesian cyclic networks, mutual information and reduced-order Bayesian inference

Robert K. Niven, Bernd R. Noack, Eurika Kaiser, Louis Cattafesta, Laurent Cordier, Markus Abel

AIP Conf. Proc. 1757, 020008 (2016)

https://doi.org/10.1063/1.4959049

Published: July 2016

View article titled, Bayesian cyclic networks, mutual information and reduced-order Bayesian inference

Journal Articles

Resonances in the forced turbulent wake past a 3D blunt body

Diogo Barros, Jacques Borée, Bernd R. Noack, Andreas Spohn

Physics of Fluids 28, 065104 (2016)

https://doi.org/10.1063/1.4953176

Published: June 2016

View article titled, Resonances in the forced turbulent wake past a 3D blunt body

Journal Articles

MaxEnt analysis of a water distribution network in Canberra, ACT, Australia

Steven H. Waldrip, Robert K. Niven, Markus Abel, Michael Schlegel, Bernd R. Noack

AIP Conf. Proc. 1641, 479–486 (2015)

https://doi.org/10.1063/1.4906013

Published: January 2015

View article titled, MaxEnt analysis of a water distribution network in Canberra, ACT, Australia

Journal Articles

Cluster-based reduced-order modelling of shear flows

Eurika Kaiser, Bernd R. Noack, Laurent Cordier, Andreas Spohn, Marc Segond, Markus Abel, Guillaume Daviller, Marek Morzyński, Jan Östh, Siniša Krajnović, Robert K. Niven

AIP Conf. Proc. 1636, 151–158 (2014)

https://doi.org/10.1063/1.4903725

Published: December 2014

View article titled, Cluster-based reduced-order modelling of shear flows

Journal Articles

Continuous Mode Interpolation between Multiple Operating and Boundary Conditions for Reduced Order Modelling of the Flow

Witold Stankiewicz, Robert Roszak, Marek Morzyński, Bernd R. Noack, Gilead Tadmor

AIP Conf. Proc. 1389, 94–97 (2011)

https://doi.org/10.1063/1.3636678

Published: September 2011

View article titled, Continuous Mode Interpolation between Multiple Operating and Boundary Conditions for Reduced Order Modelling of the Flow

Journal Articles

Publisher's Note: “Lagrangian feature extraction of the cylinder wake” [Phys. Fluids 22, 091108 (2010)]

Jens Kasten, Christoph Petz, Ingrid Hotz, Hans-Christian Hege, Bernd R. Noack, Gilead Tadmor

Physics of Fluids 22, 109901 (2010)

https://doi.org/10.1063/1.3507261

Published: October 2010

View article titled, Publisher's Note: “Lagrangian feature extraction of the cylinder wake” [Phys. Fluids 22, 091108 (2010)]

NARROW

Topics

Jet mixing optimization using a flexible nozzle, distributed actuators, and machine learning

Coarse-graining characterization of the room flow circulations due to a fan-array wind generator

A zero-net-mass-flux wake stabilization method for blunt bodies via global linear instability

Effect of blade number on rotor efficiency and noise emission at hovering condition

Stabilizing the square cylinder wake using deep reinforcement learning for different jet locations

Deep reinforcement learning-based active flow control of vortex-induced vibration of a square cylinder

Topologically assisted optimization for rotor design

Cluster-based control for net drag reduction of the fluidic pinball

DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM

Trajectory-optimized cluster-based network model for the sphere wake

On closures for reduced order models—A spectrum of first-principle to machine-learned avenues

Optimization and sensitivity analysis of active drag reduction of a square-back Ahmed body using machine learning control

Machine learning open-loop control of a mixing layer

On the cavity-actuated supersonic mixing layer downstream a thick splitter plate

Bayesian cyclic networks, mutual information and reduced-order Bayesian inference

Resonances in the forced turbulent wake past a 3D blunt body

MaxEnt analysis of a water distribution network in Canberra, ACT, Australia

Cluster-based reduced-order modelling of shear flows

Continuous Mode Interpolation between Multiple Operating and Boundary Conditions for Reduced Order Modelling of the Flow

Publisher's Note: “Lagrangian feature extraction of the cylinder wake” [Phys. Fluids 22, 091108 (2010)]

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