Staff profile

Conference Paper

• Reduced Order Models for geotechnical predictions
  
  Ouyang, M., Petalas, A., Coombs, W., Augarde, C., Alagha, A., Knappett, J., & Brown, M. (2026). Reduced Order Models for geotechnical predictions. In Proceedings of the 21st International Conference on Soil Mechanics and Geotechnical Engineering. https://doi.org/10.53243/ICSMGE2026-596
• Data-driven reduced order models for multi-dimensional data
  
  Ouyang, M., Augarde, C., Coombs, W., Petalas, A., Knappett, J., Brown, M., & Alagha, A. (2026, April 9 – 2026, April 10). Data-driven reduced order models for multi-dimensional data [Conference paper]. Presented at UK Association for Computational Mechanics Conference (UKACM2026), Liverpool, UK.
• Developing Efficient Data-driven Predictive Tools for Geotechnics. Presented as the 18th International Conference on Computational Plasticity
  
  Ouyang, M., Petalas, A., Coombs, W., & Augarde, C. (2025, September 2). Developing Efficient Data-driven Predictive Tools for Geotechnics. Presented as the 18th International Conference on Computational Plasticity [Conference abstract]. Presented at 18th International Conference on Computational Plasticity (COMPLAS2025), Barcelona, Spain.

Journal Article

• A reduced order model framework suitable for geotechnical problems
  
  Ouyang, M., Augarde, C., Coombs, W., Petalas, A., Knappett, J., Brown, M., & Alagha, A. (in press). A reduced order model framework suitable for geotechnical problems. Acta Geotechnica.
• Finite Element Bayesian Inference Using Dual Ensemble Kalman Filters for Uncertainty Reduction in Geotechnical Models
  
  Augarde, C., Ouyang, M., Coombs, W., Petalas, A., & Alagha, A. (2026). Finite Element Bayesian Inference Using Dual Ensemble Kalman Filters for Uncertainty Reduction in Geotechnical Models. Geotechnical and Geological Engineering, 44, Article 332. https://doi.org/10.1007/s10706-026-03831-1

Presentation

• Improved Inference of Soil Behaviour and Model Parameters In Geotechnics Using Bayesian Methods
  
  Ouyang, M., Augarde, C., Coombs, W., Petalas, A., Knappett, J., Brown, M. J., & Alagha, A. (2025, April 23 – 2025, April 25). Improved Inference of Soil Behaviour and Model Parameters In Geotechnics Using Bayesian Methods. Presented at UK Association for Computational Mechanics Conference (UKACM2025), London, UK.