Collins Ogbodo

Professional Profile

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Collins Ogbodo,

Sheffield,

South Yorkshire, United Kingdom

I am a doctoral researcher passionate about decision support systems at the intersection of machine learning, structural engineering and digital twins. My research within the Dynamic Research Group focuses on the development of digital twin technologies to support decision making and improve structural dynamics testing in the energy, aircraft, infrastructure and space industry under the supervision of Prof. David Wagg and Dr Timothy Rogers.

Particularly, I develop frameworks that combine structural simulation, virtual testing and reinforcement learning 🤖 to provide agent-based test support during systems testing, improving test outcome. My research is under the University of Sheffield EPSRC DTP Case Conversion with Siemens Industry Software NV at the School of Mechanical, Aerospace and Civil Engineering

My research interests include, but are not limited to:

  • Scientific Machine Learning
  • Digital Twins
  • Structural Dynamics
  • Energy Systems
  • Mechanical Engineering

news

May 01, 2025 Won the 2025 Postgraduate Researcher Experience Programme (PREP)
Nov 01, 2024 Paper on Toward Dynamic Digital Twin: Enhancing Model Accuracy with Adaptive Sensor Steering Strategies accepted in the 3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025)
Jan 15, 2024 Paper on Mode Indicator Guided Sequential Modal Analysis accepted in the International Conference on Noise and Vibration Engineering 2024

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