Projects per year
Personal profile
Research interests
Yang obtained his PhD from the University of Paris-Est in collaboration with the French Alternative Energies and Atomic Energy Commission. This was subsequent to his MSc studies at the Ecole Normale Superieure de Cachan, France. His postdoctoral journey took him briefly to the Institut Mines-Télécom Lille-Douai, before the 2-year research position at the University of Oxford. After that, Yang joined the University of Bath, and was later appointed as Lecturer.
He is the recipient of two research fellowships: Innovation Fellowship funded by the EPSRC Future Composites Research Hub; Humboldt Fellowship funded by the German Humboldt Foudation.
Yang's research centers around the development of advanced techniques for data-rich full-field experiments and numerical simulations in heterogeneous materials and structures. With a focus on fibre-reinforced composites, his research involves several industrial sectors like aerospace, automotive and nuclear energy. Key areas of expertise include:
- FFT solvers for micromechanics
- X-ray computed tomography
- Nonlinear mechanical modelling
- Fluid flow in porous media
- Carbon fibre and ceramic matrix composites
- Image-processing and image-based simulation
Willing to supervise doctoral students
Current open PhD positions (fully funded):
ZENITH PhD Project: Micromechanical simulation and modelling of carbon fibre composites for hydrogen storage
- Job description: https://www.findaphd.com/phds/project/zenith-phd-project-micromechanical-simulation-and-modelling-of-carbon-fibre-composites-for-hydrogen-storage/?p170988
- Application deadline: 03 January 2025
- Supervisors: Yang Chen, Andrew Rhead, Richard Butler
University funded PhD project: Experimental characterisation and numerical modelling of ceramic-tungsten composites for nuclear fusion energy
- Job description: University of Bath URSA project: Experimental characterisation and numerical modelling of ceramic-tungsten composites for nuclear fusion energy at University of Bath on FindAPhD.com
- Application deadline: 24 November, 2024 (early nomination); February 02, 2025
- Supervisors: Yang Chen, James Roscow, David Williams
China Scholarship Council: University of Bath PhD programme (Chinese students only).
- Project topic: Multiscale modelling framework combining Finite Element method, Fast Fourier Transform based method, and Machine Learning techniques.
- The candidate will be co-supervised by academics from departments of Mechanical Engineering and Mathematical Sciences
- For more information, please consult https://www.bath.ac.uk/guides/applying-for-the-china-scholarship-council-university-of-bath-phd-programme/
- Dealine: Monday 6 January 2025
- Supervisors: Yang Chen, Eike Mueller
GW4+ DLTP PhD project: Experimental characterisation and numerical modelling of oxide ceramic composites for nuclear waste management
- Job Description: GW4+ DLTP PhD project: Experimental characterisation and numerical modelling of oxide ceramic composites for nuclear waste management at University of Bath on FindAPhD.com
- Application deadline: 13 January 2025
- Supervisors: Yang Chen, Abdalrhaman Koko (NPL, UK), Aurelien Debelle (ANDRA, France)
Please feel free to contact me for any informal queries. You can send me your CV etc. via emails. Formal application has to be through the University website.
Teaching interests
ME20016 Solid Mechanics 3
- 2nd year undergraduate course
- Mechanical Engineering programme
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Mechanics and materials, Doctor of Engineering, Damage mechanisms in SiC/SiC composite tubes: three-dimensional analysis coupling tomography imaging and numerical simulation, Université Paris-Est
Award Date: 22 Nov 2017
Computational Mechanics, Master of Engineering, Ecole Normale Superieure de Cachan
Award Date: 30 Sept 2014
Mechanical Engineering, Bachelor of Engineering, Université de Lille
Award Date: 31 Jul 2012
Mechanical Engineering, Bachelor of Engineering, Hohai University, Jiangsu, China
Award Date: 30 Jul 2012
External positions
Academic visitor, University of Oxford
7 Mar 2021 → 7 Mar 2023
Keywords
- Q Science (General)
- QA76 Computer software
- TS Manufactures
- TJ Mechanical engineering and machinery
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Transforming the use of Ansys simulation software within engineering curricula at the University of Bath
Pegg, E. (PI), Fraser, K. (CoPI), Chen, Y. (CoI), Mohammadi, A. (CoI), Pigeon, M. (CoI), Williams, D. (CoI) & Cayzer, S. (CoI)
20/06/24 → 1/10/25
Project: UK industry
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Exploring the Performance of Advanced Ceramic Materials for Safer and Efficient Nuclear Energy Production
Chen, Y. (PI)
31/03/24 → 30/03/26
Project: Research council
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HyFIVE - Hydrogen Storage, Conveyance, Fuelling, Indication and Venting
Sangan, C. (PI), Akehurst, S. (CoI), Bowen, C. (CoI), Butler, R. (CoI), Johnston, N. (CoI), Plummer, A. (CoI), Pountney, O. (CoI), Rhead, A. (CoI), Sell, N. (CoI) & Chen, Y. (Researcher)
Innovate UK, Innovate UK Business Connect
1/01/24 → 31/12/27
Project: Central government, health and local authorities
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High speed microtomography of viscous deformation mechanisms in carbon non-crimp fabrics during compaction
Lunt, A. (PI), Butler, R. (CoI), Chen, Y. (CoI), Jagpal, R. (CoI), Loukaides, E. (CoI), Rhead, A. (CoI) & Srisuriyachot, J. (CoI)
8/07/22 → …
Project: Research-related funding
Research output
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Physics-informed neural networks for resin flow prediction in fibre textiles
Chen, Y., Simacek, P. & Advani, S., 1 Jul 2024, ECCM21 – 21st European Conference on Composite Materials . The European Society for Composite Materials (ESCM) and the Ecole Centrale de Nantes, Vol. 8. p. 292-299 7 p. (European Conference on Composite Materials).Research output: Chapter or section in a book/report/conference proceeding › Chapter or section
Open Access -
Dendrite initiation and propagation in lithium metal solid-state batteries
Ning, Z., Li, G., Melvin, D. L. R., Chen, Y., Bu, J., Jolly, D. S., Liu, J., Hu, B., Gao, X., Perera, J., Gong, C., Pu, S. D., Zhang, S., Liu, B., Hartley, G. O., Bodey, A. J., Todd, R. I., Grant, P. S., Amstrong, D. E. J. & Marrow, J. & 2 others, , 8 Jun 2023, In: Nature. 618, 7964, p. 287-293 7 p.Research output: Contribution to journal › Article › peer-review
Open Access163 Citations (SciVal) -
Full-field prediction of stress and fracture patterns in composites using deep learning and self-attention
Chen, Y., Dodwell, T., Chuaqui, T. & Butler, R., 27 Jun 2023, In: Engineering Fracture Mechanics. 286, 109314.Research output: Contribution to journal › Article › peer-review
Open Access18 Citations (SciVal) -
Functional order-reduced Gaussian Processes based machine-learning emulators for probabilistic constitutive modelling
Ding, C., Chen, Y., Rappel, H. & Dodwell, T., 31 Oct 2023, In: Composites Part A: Applied Science and Manufacturing. 173, 10 p., 107695.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (SciVal)46 Downloads (Pure) -
High-performance computational homogenization of Stokes–Brinkman flow with an Anderson-accelerated FFT method
Chen, Y., 30 Sept 2023, In: International Journal for Numerical Methods in Fluids. 95, 9, p. 1441-1467 27 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (SciVal)