Keyword

flow reconstruction

Description: The estimation of a flow field from sparse, incomplete, or indirect measurements using computational or statistical methods.

Primary topic: Model Reduction and Neural Networks (37%)

OpenAlex ID: keywords/flow-reconstruction

Aerodynamic Data Reconstruction and Inverse Design Using Proper Orthogonal Decomposition

2004 · T. Bui-Thanh, M. Damodaran, et al. · AIAA Journal · 534

Flow over an espresso cup: inferring 3-D velocity and pressure fields from tomographic background oriented Schlieren via physics-informed neural networks

2021 · Shengze Cai, Zhicheng Wang, et al. · Journal of Fluid Mechanics · 352

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An improved criterion to select dominant modes from dynamic mode decomposition

2016 · Jiaqing Kou, Weiwei Zhang · European Journal of Mechanics - B/Fluids · 292

Flow structures around a high-speed train extracted using Proper Orthogonal Decomposition and Dynamic Mode Decomposition

2012 · Tomas W. Muld, Gunilla Efraimsson, et al. · Computers & Fluids · 285

Changes in Lena River streamflow hydrology: Human impacts versus natural variations

2003 · Baisheng Ye, Daqing Yang, et al. · Water Resources Research · 278

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Holographic particle image velocimetry

2002 · K D Hinsch · Measurement Science and Technology · 231

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Physics-constrained bayesian neural network for fluid flow reconstruction with sparse and noisy data

2020 · Luning Sun, Jian-Xun Wang · Theoretical and Applied Mechanics Letters · 222

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A physics-informed diffusion model for high-fidelity flow field reconstruction

2023 · Dule Shu, Zijie Li, et al. · Journal of Computational Physics · 211

Dynamic mode decomposition and reconstruction of tip leakage vortex in a mixed flow pump as turbine at pump mode

2020 · Yadong Han, Lei Tan · Renewable Energy · 204

Gappy data and reconstruction procedures for flow past a cylinder

2004 · DANIELE VENTURI, GEORGE EM KARNIADAKIS · Journal of Fluid Mechanics · 196

Simulation of refrigerant flow boiling in serpentine tubes

2006 · H.L. Wu, X.F. Peng, et al. · International Journal of Heat and Mass Transfer · 189

Robust flow reconstruction from limited measurements via sparse representation

2019 · Jared L. Callaham, Kazuki Maeda, et al. · Physical Review Fluids · 178

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Compressive sensing based machine learning strategy for characterizing the flow around a cylinder with limited pressure measurements

2013 · Ido Bright, Guang Lin, et al. · Physics of Fluids · 178

Variational optical flow estimation for particle image velocimetry

2004 · P. Ruhnau, T. Kohlberger, et al. · Experiments in Fluids · 173

Reconstruction of unsteady viscous flows using data assimilation schemes

2016 · V. Mons, J.-C. Chassaing, et al. · Journal of Computational Physics · 148

Probabilistic neural networks for fluid flow surrogate modeling and data recovery

2020 · Romit Maulik, Kai Fukami, et al. · Physical Review Fluids · 147

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CNN-LSTM based reduced order modeling of two-dimensional unsteady flows around a circular cylinder at different Reynolds numbers

2020 · Kazuto Hasegawa, Kai Fukami, et al. · Fluid Dynamics Research · 147

Examining the Necessity to Include Event-By-Event Fluctuations in Experimental Evaluations of Elliptical Flow

2006 · R. Andrade, F. Grassi, et al. · Physical Review Letters · 144

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Deep Learning for Reduced Order Modelling and Efficient Temporal Evolution of Fluid Simulations

2021 · Pant, Pranshu, Doshi, Ruchit, et al. · arXiv (Cornell University) · 122

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Feedback control of unstable steady states of flow past a flat plate using reduced-order estimators

2010 · S. AHUJA, C. W. ROWLEY · Journal of Fluid Mechanics · 119

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A practical approach to flow field reconstruction with sparse or incomplete data through physics informed neural network

2022 · Shengfeng Xu, Zhenxu Sun, et al. · Acta Mechanica Sinica · 118

Sensing coherent structures from the wall

2021 · Güemes Jiménez, Alejandro · e-Archivo (Carlos III University of Madrid) · 118

Evaluating the accuracy performance of Lucas-Kanade algorithm in the circumstance of PIV application

2015 · Chong Pan, Dong Xue, et al. · Science China Physics Mechanics and Astronomy · 114

Recovery, Visualization, and Analysis of Actin and Tubulin Polymer Flow in Live Cells: A Fluorescent Speckle Microscopy Study

2003 · P. Vallotton, A. Ponti, et al. · Biophysical Journal · 114

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Neural Networks-Based Aerodynamic Data Modeling: A Comprehensive Review

2020 · Liwei Hu, Jun Zhang, et al. · IEEE Access · 112

Works count: 1,638

Citation count: 14,980