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Proceedings Papers

Deep Convolutional Recurrent Autoencoders for Flow Field Prediction

Sandeep R. Bukka, Allan Ross Magee, Rajeev K. Jaiman

Proc. ASME. OMAE2020, Volume 8: CFD and FSI, V008T08A005, August 3–7, 2020

Paper No: OMAE2020-18556

DOI: https://doi.org/10.1115/OMAE2020-18556

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Topics: Artificial neural networks, Flow (Dynamics), Cylinders, Errors, Modeling, Network models, Nonlinear dynamical systems, Pressure, Unsteady flow

Proceedings Papers

Reduced Order Model for Unsteady Fluid Flows via Recurrent Neural Networks

Sandeep B. Reddy, Allan Ross Magee, Rajeev K. Jaiman, J. Liu, W. Xu, A. Choudhary, A. A. Hussain

Proc. ASME. OMAE2019, Volume 2: CFD and FSI, V002T08A007, June 9–14, 2019

Paper No: OMAE2019-96543

DOI: https://doi.org/10.1115/OMAE2019-96543

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Topics: Artificial neural networks, Fluid dynamics, Principal component analysis

Proceedings Papers

Staggered Grooves for the Suppression of Vortex-Induced Vibration in Flexible Cylinders

Yun Zhi Law, Rajeev K. Jaiman

Proc. ASME. OMAE2019, Volume 2: CFD and FSI, V002T08A027, June 9–14, 2019

Paper No: OMAE2019-95649

DOI: https://doi.org/10.1115/OMAE2019-95649

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Topics: Cylinders, Vortex-induced vibration, Drag (Fluid dynamics), Dimensions, Dynamics (Mechanics), Fatigue damage, Flow (Dynamics), Fluid-dynamic forces, Offshore structures, Pipeline risers

Proceedings Papers

A Hybrid Data-Driven Deep Learning Technique for Fluid-Structure Interaction

T. P. Miyanawala, Rajeev K. Jaiman

Proc. ASME. OMAE2019, Volume 2: CFD and FSI, V002T08A004, June 9–14, 2019

Paper No: OMAE2019-95870

DOI: https://doi.org/10.1115/OMAE2019-95870

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Topics: Fluid structure interaction, Flow (Dynamics), Approximation, Time series, Wakes, Artificial neural networks, Dynamics (Mechanics), Finite element analysis, Fluids, Modeling

Journal Articles

Investigation on the Performance of a Ducted Propeller in Oblique Flow

Qin Zhang, Rajeev K. Jaiman, Peifeng Ma, Jing Liu

J. Offshore Mech. Arct. Eng. February 2020, 142(1): 011801.

Paper No: OMAE-17-1171

DOI: https://doi.org/10.1115/1.4043943

Published Online: July 3, 2019

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Topics: Blades, Flow (Dynamics), Nozzles, Propellers, Pressure, Transients (Dynamics)

Proceedings Papers

A Novel Deep Learning Method for the Predictions of Current Forces on Bluff Bodies

T. P. Miyanawala, Rajeev K. Jaiman

Proc. ASME. OMAE2018, Volume 2: CFD and FSI, V002T08A003, June 17–22, 2018

Paper No: OMAE2018-78338

DOI: https://doi.org/10.1115/OMAE2018-78338

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Topics: Approximation, Artificial neural networks, Computation, Design, Drag (Fluid dynamics), Errors, Feedback, Flow (Dynamics), Flow control, Fluids

Proceedings Papers

A Data-Driven Approach for the Stability Analysis of Vortex-Induced Vibration

Sandeep B. Reddy, Allan Ross Magee, Rajeev K. Jaiman

Proc. ASME. OMAE2018, Volume 2: CFD and FSI, V002T08A004, June 17–22, 2018

Paper No: OMAE2018-78415

DOI: https://doi.org/10.1115/OMAE2018-78415

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Topics: Stability, Vortex-induced vibration, Fluid structure interaction, Cylinders, Design, Eigenvalues, Locks (Waterways), Algorithms, Engineering simulation, Flow (Dynamics)

Proceedings Papers

Data-Driven Computing With Convolutional Neural Networks for Two-Phase Flows: Application to Wave-Structure Interaction

X. Mao, V. Joshi, T. P. Miyanawala, Rajeev K. Jaiman

Proc. ASME. OMAE2018, Volume 2: CFD and FSI, V002T08A005, June 17–22, 2018

Paper No: OMAE2018-78425

DOI: https://doi.org/10.1115/OMAE2018-78425

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Topics: Artificial neural networks, Two-phase flow, Waves, Fluids, Wave forces, Computational fluid dynamics, Design, Modeling, Ocean engineering, Shapes

Proceedings Papers

On the Streamwise Oscillations of Freely Vibrating Cylinder Near a Stationary Plane Wall in Steady Flow

Zhong Li, Weigang Yao, Rajeev K. Jaiman, Boo Cheong Khoo

Proc. ASME. OMAE2016, Volume 2: CFD and VIV, V002T08A008, June 19–24, 2016

Paper No: OMAE2016-54442

DOI: https://doi.org/10.1115/OMAE2016-54442

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Topics: Cylinders, Flow (Dynamics), Oscillations, Vibration, Vortex-induced vibration, Vorticity, Circular cylinders, Oscillating frequencies, Dimensions, Drag (Fluid dynamics)

Proceedings Papers

Flow-Induced Vibrations of Riser Array System

Vaibhav Joshi, Bin Liu, Rajeev K. Jaiman

Proc. ASME. OMAE2016, Volume 2: CFD and VIV, V002T08A012, June 19–24, 2016

Paper No: OMAE2016-54695

DOI: https://doi.org/10.1115/OMAE2016-54695

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Topics: Flow-induced vibrations, Pipeline risers, Risers (Casting), Vibration, Cylinders, Vortex-induced vibration, Wakes, Fluids, Collisions (Physics), Design

Proceedings Papers

Freely Vibrating Two Side-by-Side Square Columns With Combined Translational Motions

Meng-Zhao Guan, Rajeev K. Jaiman, Chang-Wei Kang, Teck-Bin Arthur Lim

Proc. ASME. OMAE2016, Volume 2: CFD and VIV, V002T08A069, June 19–24, 2016

Paper No: OMAE2016-54517

DOI: https://doi.org/10.1115/OMAE2016-54517

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Topics: Computer simulation, Damping, Engineering simulation, Finite element methods, Flow-induced vibrations, Fluids, Physics, Reynolds number, Semi-submersible offshore structures, Simulation

Proceedings Papers

The Effect of Gap Flow on Vortex-Induced Vibration of Side-by-Side Cylinder Arrangement

Bin Liu, Rajeev K. Jaiman

Proc. ASME. OMAE2016, Volume 2: CFD and VIV, V002T08A013, June 19–24, 2016

Paper No: OMAE2016-54736

DOI: https://doi.org/10.1115/OMAE2016-54736

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Topics: Cylinders, Flow (Dynamics), Vortex-induced vibration, Locks (Waterways), Circular cylinders, Dynamics (Mechanics), Vibration, Collisions (Physics), Damage, Fatigue failure

Proceedings Papers

Parametric Investigation and Mechanism of Low-Drag Fairing Devices for Suppressing Vortex-Induced Vibration

Yun Zhi Law, Tan Jui Hang Benjamin, Rajeev K. Jaiman

Proc. ASME. OMAE2016, Volume 2: CFD and VIV, V002T08A014, June 19–24, 2016

Paper No: OMAE2016-54853

DOI: https://doi.org/10.1115/OMAE2016-54853

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Topics: Drag (Fluid dynamics), Vortex-induced vibration, Cylinders, Dimensions, Drag reduction, Reynolds number, Vortices, Cross-flow, Damping, Design

Proceedings Papers

Flow-Induced Vibrations of a Square Cylinder With Combined Translational and Rotational Oscillations

T. P. Miyanawala, Mengzhao Guan, Rajeev K. Jaiman

Proc. ASME. OMAE2016, Volume 2: CFD and VIV, V002T08A074, June 19–24, 2016

Paper No: OMAE2016-54662

DOI: https://doi.org/10.1115/OMAE2016-54662

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Topics: Cylinders, Flow-induced vibrations, Oscillations, Fluids, Flow (Dynamics), Geometry, Laminar flow, Locks (Waterways), Vibration, Vortices

Proceedings Papers

Instability of Mooring Cables in Presence of Ice-Load

Ritwik Ghoshal, Anurag Yenduri, Aziz Ahmed, Zhuo Chen, Wenping Wang, Anis Hussain, Rajeev K. Jaiman, Xudong Qian

Proc. ASME. OMAE2016, Volume 1: Offshore Technology; Offshore Geotechnics, V001T01A057, June 19–24, 2016

Paper No: OMAE2016-54713

DOI: https://doi.org/10.1115/OMAE2016-54713

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Topics: Cables, Ice, Mooring, Stress, Excitation, Design, Resonance, Stability, Waves, Arctic region

Proceedings Papers

Energy Harvesting Using Flapping Dynamics of Piezoelectric Inverted Flexible Foil

Pardha S. Gurugubelli, Rajeev K. Jaiman

Proc. ASME. OMAE2015, Volume 9: Ocean Renewable Energy, V009T09A010, May 31–June 5, 2015

Paper No: OMAE2015-41713

DOI: https://doi.org/10.1115/OMAE2015-41713

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Topics: Dynamics (Mechanics), Energy harvesting, Oscillations, Limit cycles, Stiffness, Fluids, Ocean currents, Reynolds number

Proceedings Papers

Numerical Investigation of Flow Interference Effects in Fixed and Vibrating Tandem Square Columns Using Hybrid RANS-LES Models

Harish Gopalan, Dominic Denver John Chandar, Narasimha Rao Pillamarri, Guan Mengzhao, Rajeev K. Jaiman, Peifeng Ma, Haihua Xu, Ankit Choudhary, Anis Hussain

Proc. ASME. OMAE2015, Volume 2: CFD and VIV, V002T08A008, May 31–June 5, 2015

Paper No: OMAE2015-41659

DOI: https://doi.org/10.1115/OMAE2015-41659

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Topics: Flow (Dynamics), Reynolds-averaged Navier–Stokes equations, Reynolds number, Simulation, Large eddy simulation, Ocean engineering, Physics, Wakes

Proceedings Papers

Numerical Simulation of Current Generation in Deep Water Basin

Yali Zhang, Yu Chen, Johan Gullman-Strand, Myha Dao, Rajeev K. Jaiman, Wei Zhang

Proc. ASME. OMAE2015, Volume 2: CFD and VIV, V002T08A014, May 31–June 5, 2015

Paper No: OMAE2015-41812

DOI: https://doi.org/10.1115/OMAE2015-41812

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Topics: Computer simulation, Water, Turbulence, Waves, Density, Ocean engineering, Two-phase flow, Construction, Design, Diffusion (Physics)

Proceedings Papers

Two-Dimensional Numerical Simulations of Wall Proximity Effect on Cylinders

Zhong Li, Rajeev K. Jaiman, Mun Yew Daniel Tham, Boo Cheong Khoo

Proc. ASME. OMAE2015, Volume 2: CFD and VIV, V002T08A052, May 31–June 5, 2015

Paper No: OMAE2015-41639

DOI: https://doi.org/10.1115/OMAE2015-41639

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Topics: Computer simulation, Cylinders, Finite element methods, Circular cylinders, Displacement, Drag (Fluid dynamics), Flow (Dynamics), Shear (Mechanics), Vortex-induced vibration, Boundary layers

Proceedings Papers

Flow-Induced Vibrations of Single and Tandem Square Columns

Guan Meng Zhao, Narasimha Rao Pillalamarri, Ravi Chaithanya Mysa, Rajeev K. Jaiman

Proc. ASME. OMAE2015, Volume 2: CFD and VIV, V002T08A053, May 31–June 5, 2015

Paper No: OMAE2015-41695

DOI: https://doi.org/10.1115/OMAE2015-41695

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Topics: Flow-induced vibrations, Wakes, Vortices, Fluids, Stress, Circular cylinders, Corners (Structural elements), Dimensions, Dynamics (Mechanics), Engineering simulation

Journal citation

NARROW

Deep Convolutional Recurrent Autoencoders for Flow Field Prediction

Reduced Order Model for Unsteady Fluid Flows via Recurrent Neural Networks

Staggered Grooves for the Suppression of Vortex-Induced Vibration in Flexible Cylinders

A Hybrid Data-Driven Deep Learning Technique for Fluid-Structure Interaction

Investigation on the Performance of a Ducted Propeller in Oblique Flow

A Novel Deep Learning Method for the Predictions of Current Forces on Bluff Bodies

A Data-Driven Approach for the Stability Analysis of Vortex-Induced Vibration

Data-Driven Computing With Convolutional Neural Networks for Two-Phase Flows: Application to Wave-Structure Interaction

On the Streamwise Oscillations of Freely Vibrating Cylinder Near a Stationary Plane Wall in Steady Flow

Flow-Induced Vibrations of Riser Array System

Freely Vibrating Two Side-by-Side Square Columns With Combined Translational Motions

The Effect of Gap Flow on Vortex-Induced Vibration of Side-by-Side Cylinder Arrangement

Parametric Investigation and Mechanism of Low-Drag Fairing Devices for Suppressing Vortex-Induced Vibration

Flow-Induced Vibrations of a Square Cylinder With Combined Translational and Rotational Oscillations

Instability of Mooring Cables in Presence of Ice-Load

Energy Harvesting Using Flapping Dynamics of Piezoelectric Inverted Flexible Foil

Numerical Investigation of Flow Interference Effects in Fixed and Vibrating Tandem Square Columns Using Hybrid RANS-LES Models

Numerical Simulation of Current Generation in Deep Water Basin

Two-Dimensional Numerical Simulations of Wall Proximity Effect on Cylinders

Flow-Induced Vibrations of Single and Tandem Square Columns

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