Hi there 👋
I am a Lecturer at the School of Physics, Engineering and Technology, University of York, UK. I have a PhD in Sound and Vibration. In addition to the 6 years working in industry for Hitachi on railway noise and vibration control, I have also conducted fundamental research into the design of digital twins at the Engineering Department, University of Cambridge. My research interest is in understanding the interaction among model, data and uncertainty, in order to develop digital design methodologies to support decision-making.
EPSRC funded DigiTwin: Digital twins for improved dynamic design
- Yang, Jiannan. Decision-Oriented Two-Parameter Fisher Information Sensitivity Using Symplectic Decomposition, Technometrics (2023)
- available as open access
- Yang, Jiannan. A general framework for probabilistic sensitivity analysis with respect to distribution parameters. Probabilistic Engineering Mechanics 72, 103433 (2023).
- available as open access
- the data and code for this paper can be found here
- Yang, Jiannan., et al. Digital twins for design in the presence of uncertainties. Mechanical Systems and Signal Processing 179, 109338 (2022).
- available as open access
- the data and code for this paper can be found here
- Yang, Jiannan., et al. Combined sensitivity analysis for multiple failure modes. Computer Methods in Applied Mechanics and Engineering 395, 115030 (2022).
- available as open access
- the data and code for this paper can be found here
- Reviewer for Journal of Sound and Vibration
- Reviewer for Applied Mathematical Modelling
- Reviewer for Journal of Vibration and Control