Deng, N., Wang X., Hou C., Pastur, L. R., & Noack, B. R. 2023 Automated reduced-order modeling and self-learned control based on clustering. In: The 16th International Conference on Fluid Control, Measurements, and Visualization, Beijing, China. [oral]
Deng, N., Hou C., Wang X., Pastur, L. R., & Noack, B. R. 2023 Automated reduced-order modeling and control of flow dynamics based on data clustering. In: IBiM Seminar Series, Online. [Invited, oral]
Deng, N., Tuckermann, L., Noack, B. R. & Pastur, L. R. 2023 How nongeneric coincidences of local bifurcations can occur in fluid mechanics. In: Third International Nonlinear Dynamics Conference (NODYCON2023), Sapienza Università di Roma, Italy
Deng, N., Tuckermann, L., Noack, B. R. & Pastur, L. R. 2023 How secondary bifurcations of steady Navier-Stokes solutions affect unsteady flows. In: The 22nd IACM Computational Fluids Conference – CFC, Cannes, France.
Deng, N., Hou C., Wang X., Pastur, L. R., & Noack, B. R. 2023 Cluster-based reduced-order modeling and control exemplified for the fluidic pinball. In: The 13th National Conference on Experimental Fluid Mechanics, Hefei, China. [oral]
Deng, N., Hou C., Pastur, L. R., & Noack, B. R. 2023 Automatable reduced-order modeling for nonlinear flow dynamics using cluster-based network models. In: The 2nd Chinese Conference of Aerodynamics, Tianjin, China. [oral]
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2023 第一性原理与数据驱动的流体动力学降阶建模. In: NPU&HIT智能流体力学双边学术沙龙,西安。 [Invited, oral].
Deng, N., Pastur, L. R., & Noack, B. R., 2023 Test suite for Reduced-Order Modelling of bifurcation phenomena in fluid mechanics. In: The 5th ARIA Seminar on MOR test case initiative, Virtual. [Invited, link]
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2022 Data-driven mean-field modeling for complex wake dynamics -- Towards automatable data-driven ROM. In: Division of Fluid Dynamics 75th meeting, Virtual.
Deng, N., Pastur, L. R., & Noack, B. R. 2022 Deep Mean-Field Modeling using First Principles and Machine Learning. In: The 12th National Conference on Fluid Mechanics, Xi'an, Shaanxi, China (Online).
Deng, N. 2022 物理与数据驱动的流体动力学降阶建模. In: 清华大学流体力学研究所学术沙龙,北京。 (Invited, online).
Deng, N., Pastur, L. R., Hou, C., & Noack, B. R. 2022 Automatable Reduced-order Modeling For Complex Nonlinear Flow Dynamics Using Cluster-based Network Models. In: The 9th GACM Colloquium on Computational Mechanics for Young Scientists from Academia and Industry, 'Data-driven reduced-order Modeling of nonlinear dynamical systems', Essen, Germany. (in person and cannot go).
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2022 Deep mean-field modeling of wake dynamics with multi-attractor behavior. In: XXV FLUID MECHANICS CONFERENCE, RZESZÓW, POLAND (Online).
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2022 Deep mean-field modeling of transient and post-transient, multi-attractor flow dynamics -- exemplified for the fluidic pinball. In: 12th International Symposium on Turbulent and Shear Flow Phenomena (TSFP12), Osaka, Japan (Online).
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2021 Galerkin force model for transient and post-transient dynamics --- exemplified for the fluidic pinball. In: EuroMech Colloquium 614, Virtual.
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2021 Least-order mean-field model for the transient and post-transient dynamics of the fluidic pinball. In: 14th WCCM-ECCOMAS Congress, Virtual. [video]
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2020 Least-order model and Galerkin force model for transient and post-transient dynamics of the fluidic pinball. In: Division of Fluid Dynamics 73rd meeting, Virtual. [abstract], [slides]
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2020 Galerkin force model for transient and post-transient dynamics of the fluidic pinball. In: GDR "Flow Separation Control" meeting, Virtual.
Deng, N., Pastur, L. R., Noack, B. R., Morzyński, M., Cornejo Maceda, G., & Lusseyran, F. 2020 Dynamical least-order mean-field model for prediction of transient lift and drag forces. In: 12th International conference on Flow-Induced Vibration, Cancelled.
Deng, N., Pastur, L. R., Noack, B. R., Cornejo Maceda, G. , Lusseyran, F., Loiseau, J.-C., & Morzyński, M. 2020 Modèle de force basé sur les dynamiques transitoires de sillage dans le <<pinball fluidique>>. In: Le 23e rencontre du non-linéaire, Annulé. [abstract]
Deng, N., Pastur, L. R., Noack, B. R., Cornejo Maceda, G. Y., Lusseyran, F., & Morzyński, M. 2020 Analysis and control of flow with human and machine learning: illustration on the fluidic Pinball. In: PhD welcome day - IP Paris 2020, Palaiseau, France. [poster]
Deng, N., Pastur, L. R., Noack, B. R., & Morzyński, M. 2020 Least-order model for the transient dynamics of the fluidic pinball. In: VKI Lecture series 2020: Machine Learning for Fluid Mechanics: Analysis, Modeling, Control and Closures, Brussels, Belgium. [poster]
Pastur, L. R., Deng, N., Morzyński, M., & Noack, B. R. 2019 Least-order models for generic instabilities in fluid mechanics. In: 12th CHAOS, Florence, Italy.
Deng, N., Pastur, L. R., Noack, B. R., Cornejo-Maceda, G. , Lusseyran, F., Loiseau, J.-C., & Morzyński, M. 2019 Dynamiques transitoires de sillage dans le pinball fluidique. In: Le 22e rencontre du non-linéaire, Paris, France. arxiv, [abstract], [poster]
Noack, B. R., Cornejo Maceda, G., Deng, N., Lusseyran, F., Pastur, L., Li, R., Morzyński, M., Fan, D., Zhou, Y., Kaiser, E., & Brunton, S. L. 2019 Turbulence control–Better, faster and easier with machine learning (INVITED). In: SFB 880 Final Symposium, Technische Universität Braunschweig, Germany.
Deng, N., Pastur, L. R., Noack, B. R., & Morzyński, M. 2019 Least-order mean-field models for two generic instabilities commonly encountered in fluid mechanics: illustration on the fluidic pinball. In: 8th International Symposium on Bifurcations and Instabilities in Fluid Dynamics (BIFD 2019), University of Limerick, Ireland. [slides]
Deng, N., Noack, B. R., Pastur, L. R., & Morzyński, M. 2019 Reduced-order modeling of the fluidic pinball. In: Workshop Journée de Dynamique des Fluides du Plateau de Saclay, LIMSI-CNRS, Orsay, France.
Cornejo Maceda. G. Y., Noack, B.R., Lusseyran, F., Deng, N., Pastur, L., & Morzyński, M. 2019 Apprentissage automatique de lois de contrôle d’écoulement par intelligence artificielle. In: Workshop Journée de Dynamique des Fluides du Plateau de Saclay, LIMSI-CNRS, Orsay, France.
Cornejo Maceda, G., Noack, B. R., Lusseyran, F., Morzyński, M., Deng, N., & Pastur, L. R. 2019 Artificial intelligence control applied to drag reduction of the fluidic pinball. In: Proceedings of the 90th Annual Meeting of the International Assocation of Applied Mathematics and Mechanics (GAMM 2019), Technische Universität Wien, Austria.
Deng, N., Pastur, L. R., Noack, B. R., & Morzynski, M. 2018 Reduced-order modeling of the fluidic pinball. In: 89th GAMM, Munich, Germany.
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2018 Route to chaos in the pinball fluidique. In: Proceedings of the ASME 2018 5th Joint US-European Fluids Engineering Summer, Montreal, Quebec, Canada. arxiv, online
Deng, N., Pastur, L. R., Morzyński, M., & Noack, B. R. 2018 Reduced-order modeling of the fluidic pinball. In: 11th CHAOS, Rome, Italy. arxiv, online
Deng, N., Rolland, R., Cornejo Maceda, G., Pastur, L. R., Noack, B. R., & Morzyński, M. 2017 Reduced-order modeling for the fluidic pinball. In: wMLC-2 2017, Valenciennes, France.
Loiseau, J.-C., Deng, N., Pastur, L. R., Morzyński, M., Noack, B. R., & Brunton, S. L. 2017 Sparse reduced-order modeling of the fluidic pinball. In: Annual Meeting of the GDR 2502 ‘Flow Separation Control, Orleans, France. [slides]