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
- Huang G, Sharma A, Chen X, Riaz A & Jefferson-Loveday R. (2025). Numerical predictions of Low-Reynolds-Number propeller aeroacoustics: comparison of methods at different fidelity levels. Aerospace, 12(2)
- El Fassi S, Chen X, Riaz A, Guenov MD, van Heerden ASJ, .... (2023). Managing assumption-driven design change via margin allocation and trade-offs. Journal of Engineering Design, 35(10)
- Molina-Cristobal A, Chen X, Guenov MD, Riaz A & van Heerden ASJ. (2019). Interactive uncertainty allocation and tradeoff for early-stage design of complex systems. AIAA Journal, 58(3)
- Chen X, Molina-Cristobal A, Guenov MD & Riaz A. (2018). Efficient method for variance-based sensitivity analysis. Reliability Engineering & System Safety, 181
- Guenov MD, Chen X, Molina-Cristobal A, Riaz A & van Heerden ASJ. (2018). Margin allocation and trade-off in complex systems design and optimization. AIAA Journal, 56(7)
Conference Papers
- Huang G, Sharma A, Chen X, Jimeno S & Riaz A. (2025). Framework for multi-fidelity simulations of flow interaction and noise of an open rotor
- 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 MD & 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, Guenov MD, Riaz A & van Heerden ASJ. (2018). Interactive uncertainty allocation and trade-off at early-stage aircraft computational design