Guanghua He

ORCID: 0000-0001-9494-4712
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About
Contact & Profiles
Research Areas
  • Wave and Wind Energy Systems
  • Fluid Dynamics Simulations and Interactions
  • Fluid Dynamics and Vibration Analysis
  • Coastal and Marine Dynamics
  • Ship Hydrodynamics and Maneuverability
  • Wind Energy Research and Development
  • Vibration and Dynamic Analysis
  • Ocean Waves and Remote Sensing
  • Aerodynamics and Fluid Dynamics Research
  • Biomimetic flight and propulsion mechanisms
  • Metamaterials and Metasurfaces Applications
  • Advanced Antenna and Metasurface Technologies
  • Cavitation Phenomena in Pumps
  • Medical Image Segmentation Techniques
  • Antenna Design and Analysis
  • Earthquake and Tsunami Effects
  • Maritime Transport Emissions and Efficiency
  • Aerospace Engineering and Energy Systems
  • Engineering Applied Research
  • Brain Tumor Detection and Classification
  • Advanced Wireless Communication Techniques
  • Advanced Numerical Methods in Computational Mathematics
  • Geotechnical Engineering and Underground Structures
  • Error Correcting Code Techniques
  • Advanced Neural Network Applications

Harbin Institute of Technology
2016-2025

Heilongjiang Institute of Technology
2025

Shaoxing University
2022-2024

Shanghai Shipbuilding Technology Research Institute
2020-2024

Xi’an University of Posts and Telecommunications
2022-2023

Amirkabir University of Technology
2023

China National Petroleum Corporation (China)
2021

Zhejiang Yuexiu University
2017-2020

Wuxi Wind Power Design and Research Institute
2010-2020

Tencent (China)
2020

The hydrodynamic characteristics of a free-floating moonpool encountering the gap resonances are investigated based on constrained interpolation profile method in numerical wave tank. This paper mainly concentrates influences moonpool's motion responses and incident-wave height moonpool. Numerical results demonstrated that heave response significantly changes frequency magnitude linear resonance, while roll more vertical loads fluid field. generally independent. Moreover, magnitudes...

10.1063/5.0181747 article EN Physics of Fluids 2024-01-01

The hydrodynamic characteristics of the gap resonances between two identical side-by-side barges are investigated in a constrained interpolation profile method-based numerical wave tank. Each barge can heave freely under excitation incident waves. This paper mainly concentrates on influences nonlinearities during their performance, via parameter study incident-wave height. Numerical results demonstrated that nonlinear resonances' magnitudes may reach close to or exceed linear resonance and...

10.1063/5.0200089 article EN mit Physics of Fluids 2024-04-01

The transient responses in the fixed and free-heaving moonpools under conditions of linear nonlinear gap resonance are investigated. A two-dimensional numerical model was established using a constrained interpolation profile method-based in-house code. This paper mainly concentrates on prediction quantification developing diminishing processes free-surface elevation at when encountering both quadratic wave excitation (QWE)-driven resonance. parameter analyses with respect to distance between...

10.1063/5.0161495 article EN Physics of Fluids 2023-08-01

In recent years, the SPM (Single-Point Mooring) concept has been widely employed in several branches of naval architecture and marine engineering field, such as FPSOs (Floating Production, Storage Offloading units), offshore oil rigs, etc., but not yet popular wind energy. To investigate response characteristics an SPM-moored FWT Wind Turbine), present work, we perform a numerical study on DeepCwind semisubmersible turbine, using state-of-the-art open-source tool FAST. The free-decay test...

10.3390/app8112306 article EN cc-by Applied Sciences 2018-11-20

The linear and nonlinear gap resonances in a free-rolling moonpool are investigated using two-dimensional in-house code based on the constrained interpolation profile method. This study primarily focuses effects of roll motion hydrodynamic characteristics, taking into account both resonance process-driven resonances. analysis incident-wave height is conducted to illustrate relationship between higher-order harmonics Numerical results demonstrate that resonant frequency insensitive motion....

10.1063/5.0171638 article EN Physics of Fluids 2023-10-01

Transfer learning, by leveraging knowledge from pre-trained models, has significantly enhanced the performance of target tasks. However, as deep neural networks scale up, full fine-tuning introduces substantial computational and storage challenges in resource-constrained environments, limiting its widespread adoption. To address this, parameter-efficient (PEFT) methods have been developed to reduce complexity requirements minimizing number updated parameters. While matrix decomposition-based...

10.48550/arxiv.2501.02227 preprint EN arXiv (Cornell University) 2025-01-04
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