Publications
May NOT be up to date, for full up-to-date list please reference google scholar.
2025
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Deep learning vortex-induced vibrations: Time-space forecasting with transformersJournal of Fluids and Structures, 2025
2024
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Variational autoencoders and transformers for multivariate time-series generative modeling and forecasting: Applications to vortex-induced vibrationsOcean Engineering, 2024 -
Reconstructing flexible body vortex-induced vibrations using machine-vision and predicting the motions using semi-empirical models informed with transfer learned hydrodynamic coefficientsJournal of Fluids and Structures, 2024 -
Improving predictions of vortex induced vibrations via generalizable hydrodynamic databases across several current incidence anglesJournal of Fluids and Structures, 2024 -
FIRSTLING-DIGIMAR, a Pilot Scale Digital Twin of a Marine Riser for Field UseIn Offshore Technology Conference , 2024
2023
- Hydrokinetic energy harvesting from slow currents using flow-induced oscillationsRenewable Energy, 2023
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Physics-Based Unsupervised Learning of Vortex-Induced Vibrations from Riser Field Experimental Stain DataIn ISOPE International Ocean and Polar Engineering Conference , 2023 -
Physics-based Data-informed Prediction of Vertical, Catenary, and Stepped Riser Vortex-induced VibrationsInternational Journal of Offshore and Polar Engineering, 2023
2022
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Data-driven prediction and study of vortex induced vibrations by leveraging hydrodynamic coefficient databases learned from sparse sensorsOcean Engineering, 2022 -
Dual-frequency vortex-induced vibrations of long flexible stepped cylindersPhysics of Fluids, 2022 - Inferring Optimal Hydrodynamic Databases for Vortex Induced Cross Flow Vibration Prediction of Marine Risers Using Limited Sensor MeasurementsIn ISOPE International Ocean and Polar Engineering Conference , 2022
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Learning hydrodynamic coefficient databases for vortex induced vibration prediction of marine risers using sparse sensor measurementsMassachusetts Institute of Technology , 2022
