Ram Kumar
National Yang Ming Chiao Tung University, Indian Institute of Technology Madras, Institute of Engineering and Technology
0009-0001-5996-8521
About
I am a structural engineering researcher at National Yang Ming Chiao Tung University, Taiwan, jointly pursuing my Ph.D. with the Indian Institute of Technology Madras, India. My doctoral work focuses on structural health monitoring (SHM) and the nonlinear dynamic response of tubular joints in offshore wind turbine and jacket structures, integrating finite element modeling with physics-informed machine learning. Currently, I am developing fusion-based deep learning frameworks for SHM. I also contribute to teaching through courses on Finite Element Method and Computational Structural Dynamics, delivered via NPTEL. Looking ahead, I aim to advance AI-enabled SHM and nonlinear modeling to strengthen offshore structural systems and support resilient engineering solutions.
Employment
Employment history is unavailable.
Education
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National Yang Ming Chiao Tung University Phd2025 - 2026
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Indian Institute of Technology Madras Ph.D.2021 - Present
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Indian Institute of Technology Madras Master Of Technology2020 - Present
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Institute of Engineering and Technology Bachelor of Technology2014 - 2018
Projects & Funding
Projects & funding information is unavailable.
Publications (4)
- Dynamic Response Characteristics of Offshore Structures Considering Joint-Induced Nonlinearities Save
- Physics–data fusion of improved modal-strain energy features and acceleration signals within a CNN for offshore structural damage detection Save
- NONLINEAR DYNAMIC ANALYSIS OF 2-D JACKET STRUCTURE CONSIDERING JOINT NONLINEARITY Save
- EFFECT OF NONLINEARITY ON TUBULAR JOINT OF JACKET STRUCTURE AND ITS RESPONSE UNDER DYNAMICS LOADING Save