Contact Dr Xin Chen
- Tel: +44 (0) 1234 750111
- Email: xin.chen@cranfield.ac.uk
- ORCID
Areas of expertise
- Aircraft Design
- Computing, Simulation & Modelling
- Flight Physics
Research opportunities
Physics-informed Machine Learning, Uncertainty Quantification and Management, Aircraft Design, Multi-disciplinary Design Optimization, Cloud Computing
Current activities
Dr Xin Chen's current research utilises Physics-informed Neural Networks (PINN) for multi-fidelity surrogate modelling, with an aim to improve the computational efficiency in Modelling and Simulation (M&S) of unconventional aircraft configurations.
Publications
Articles In Journals
- El Fassi S, Chen X, Riaz A, Guenov MD, van Heerden ASJ, .... (2024). Managing assumption-driven design change via margin allocation and trade-offs. Journal of Engineering Design, 35(10)
- Molina-Cristóbal A, Chen X, Guenov MD, Riaz A & van Heerden ASJ. (2020). Interactive Uncertainty Allocation and Tradeoff for Early Stage Design of Complex Systems. AIAA Journal, 58(3)
- Chen X, Molina-Cristóbal A, Guenov MD & Riaz A. (2019). Efficient method for variance-based sensitivity analysis. Reliability Engineering & System Safety, 181
- Guenov MD, Chen X, Molina-Cristóbal A, Riaz A, van Heerden ASJ, .... (2018). Margin Allocation and Tradeoff in Complex Systems Design and Optimization. AIAA Journal, 56(7)
Conference Papers
- Huang G, Sharma A, Chen X, Riaz A & Jefferson-Loveday R. (2024). Framework for Multi-Fidelity Assessment of Open Rotor Propeller Aeroacoustics
- Chen X, Isoldi A, Riaz A, Mourouzidis C, Keskin A, .... (2023). Evaluation of a Collaborative and Distributed Aircraft Design Environment, Enabled by Microservices and Cloud Computing
- Chen X, Riaz A & Guenov MD. (2022). Set-based Design Coordination between Coupled Systems: AWing Aero-structural Design Perspective
- Chen X, Riaz A & Guenov MD. (2021). CLOUD-BASED ENVIRONMENT FOR AIRCRAFT DESIGN COLLABORATION
- Chen X, Riaz A & El Fassi S. (2021). APPLICATION OF ARTIFICIAL NEURAL NETWORKS FOR EFFICIENT RELIABILITY-BASED DESIGN OPTIMIZATION
- Chen X, Riaz A, Guenov M & Molina-Cristobal A. (2020). A Set-based Approach for Coordination of Multi-level Collaborative Design Studies
- Mura GL, Riaz A, Guenov M, Molina-Cristobal A, Chen X, .... (2019). Early Stage Design of High-Lift Devices with System and Manufacturing Constraints
- Molina-Cristobal A, Chen X, Guenov MD, Riaz A & van Heerden AS. (2018). Interactive Uncertainty Allocation and Trade-off at Early-stage Aircraft Computational Design