56 results
Adjoint-accelerated Bayesian inference applied to the thermoacoustic behaviour of a ducted conical flame
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- Journal of Fluid Mechanics / Volume 985 / 25 April 2024
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- 25 April 2024, A38
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Dimensional homogeneity constrained gene expression programming for discovering governing equations
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- Journal of Fluid Mechanics / Volume 985 / 25 April 2024
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- 18 April 2024, A12
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Characterization of partial wetting by CMAS droplets using multiphase many-body dissipative particle dynamics and data-driven discovery based on PINNs
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- Journal of Fluid Mechanics / Volume 985 / 25 April 2024
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- 16 April 2024, A7
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A PINN approach for identifying governing parameters of noisy thermoacoustic systems
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- Journal of Fluid Mechanics / Volume 984 / 10 April 2024
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- 01 April 2024, A21
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Data-driven nonlinear turbulent flow scaling with Buckingham Pi variables
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- Journal of Fluid Mechanics / Volume 984 / 10 April 2024
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- 01 April 2024, R4
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Large eddy simulation of flow over a circular cylinder with a neural-network-based subgrid-scale model
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- Journal of Fluid Mechanics / Volume 984 / 10 April 2024
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- 27 March 2024, A6
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Self-tuning model predictive control for wake flows
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- Journal of Fluid Mechanics / Volume 983 / 25 March 2024
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- 18 March 2024, A26
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A machine learning model for reconstructing skin-friction drag over ocean surface waves
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- Journal of Fluid Mechanics / Volume 983 / 25 March 2024
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- 14 March 2024, A9
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Life on the edge: subcritical pipe flow transition as a spectral submanifold
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- Journal of Fluid Mechanics / Volume 983 / 25 March 2024
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- 12 March 2024, F1
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Modelling the unsteady lift of a pitching NACA 0018 aerofoil using state-space neural networks
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- Journal of Fluid Mechanics / Volume 983 / 25 March 2024
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- 12 March 2024, A8
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New insights into experimental stratified flows obtained through physics-informed neural networks
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- Journal of Fluid Mechanics / Volume 981 / 25 February 2024
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- 23 February 2024, R1
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Active flow control for bluff body drag reduction using reinforcement learning with partial measurements
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- Journal of Fluid Mechanics / Volume 981 / 25 February 2024
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- 21 February 2024, A17
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Prediction and control of two-dimensional decaying turbulence using generative adversarial networks
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- Journal of Fluid Mechanics / Volume 981 / 25 February 2024
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- 21 February 2024, A19
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A cyclic perspective on transient gust encounters through the lens of persistent homology
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- Journal of Fluid Mechanics / Volume 980 / 10 February 2024
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- 30 January 2024, A18
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A data-driven method for modelling dissipation rates in stratified turbulence
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- Journal:
- Journal of Fluid Mechanics / Volume 977 / 25 December 2023
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- 19 December 2023, A37
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Physics-agnostic and physics-infused machine learning for thin films flows: modelling, and predictions from small data
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- Journal of Fluid Mechanics / Volume 975 / 25 November 2023
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- 27 November 2023, A41
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Predicting turbulent dynamics with the convolutional autoencoder echo state network
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- Journal of Fluid Mechanics / Volume 975 / 25 November 2023
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- 15 November 2023, A2
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Discovering optimal flapping wing kinematics using active deep learning
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- Journal of Fluid Mechanics / Volume 974 / 10 November 2023
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- 07 November 2023, A54
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Dynamics of a data-driven low-dimensional model of turbulent minimal Couette flow
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- Journal of Fluid Mechanics / Volume 973 / 25 October 2023
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- 23 October 2023, A42
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Deep reinforcement transfer learning of active control for bluff body flows at high Reynolds number
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- Journal of Fluid Mechanics / Volume 973 / 25 October 2023
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- 20 October 2023, A32
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