City Research Online

Zhang, N., Yan, S. ORCID: 0000-0001-8968-6616, Ma, Q. ORCID: 0000-0001-5579-6454 & Li, Q.view all authors (2024). A hybrid method combining ISPH with graph neural network for simulating free-surface flows. Computer Physics Communications, 301, article number 109220. doi: 10.1016/j.cpc.2024.109220

Ma, Q. ORCID: 0000-0001-5579-6454, Zhang, N., Yan, S. ORCID: 0000-0001-8968-6616 & Li, Q.view all authors (2024). Numerical simulation of wave-floater interactions using ISPH_GNN trained on data for wave-only cases. Ocean Engineering, 306, article number 118041. doi: 10.1016/j.oceaneng.2024.118041

Quilodrán-Casas, C., Li, Q., Zhang, N. , Cheng, S., Yan, S. ORCID: 0000-0001-8968-6616, Ma, Q. ORCID: 0000-0001-5579-6454 & Arcucci, R.view all authors (2024). Exploring unseen 3D scenarios of physics variables using machine learning-based synthetic data: An application to wave energy converters. Environmental Modelling & Software, 177, article number 106051. doi: 10.1016/j.envsoft.2024.106051

Zhang, N., Ma, Q. ORCID: 0000-0001-5579-6454, Yan, S. ORCID: 0000-0001-8968-6616 & Li, Q.view all authors (2024). A GNN supported ISPH method for numerical simulation of wave interaction with fixed structures. Paper presented at the 34th International Ocean and Polar Engineering Conference, 16–21 Jun 2024, Rhodes, Greece.

Zhang, N., Yan, S. ORCID: 0000-0001-8968-6616, Ma, Q. ORCID: 0000-0001-5579-6454 , Khayyer, A., Guo, X. & Zheng, X.view all authors (2024). A Consistent Second Order ISPH for Free Surface Flow. Computers & Fluids, 274, article number 106224. doi: 10.1016/j.compfluid.2024.106224

Liu, P., Zhang, N., Yan, S. ORCID: 0000-0001-8968-6616 , Ma, Q. ORCID: 0000-0001-5579-6454 & Li, Q.view all authors (2024). Preliminary Investigation on Predicting Wave Pressure in Single-phase ISPH by GNN Trained using Two-phase Navier-Stokes Solutions. In: Proceedings of the International Offshore and Polar Engineering Conference.

Zhang, N., Yan, S. ORCID: 0000-0001-8968-6616, Ma, Q. ORCID: 0000-0001-5579-6454 , Guo, X., Xie, Z. & Zheng, X.view all authors (2023). A CNN-supported Lagrangian ISPH model for free surface flow. Applied Ocean Research, 136, article number 103587. doi: 10.1016/j.apor.2023.103587

Saincher, S., Sriram, V., Ravindar, R. , Yan, S. ORCID: 0000-0001-8968-6616, Stagonas, D., Schimmels, S., Xie, Z., Benoit, M., Benguigui, W., Teles, M., Robaux, F., Peyrard, C., Asiikkis, A., Frantzis, C., Vakis, A., Grigoriadis, D., Li, Q., Ma, Q. ORCID: 0000-0001-5579-6454, Zhang, N., Zheng, K., Zhao, X., Hu, X., Chen, S., Chen, S., Meng, Q., Zhao, W. & Wan, D.view all authors (2023). Comparative Study on Breaking Waves Interaction with Vertical Wall Retrofitted with Recurved Parapet in Small and Large Scale. International Journal of Offshore and Polar Engineering, 33(2), pp. 113-122. doi: 10.17736/ijope.2023.jc890

Li, Q., Yan, S. ORCID: 0000-0001-8968-6616, Zhang, Y. ORCID: 0000-0002-4141-909X , Zhang, N., Ma, Q. ORCID: 0000-0001-5579-6454 & Xie, Z.view all authors (2023). Numerical Modelling of Breaking Wave Impacts on Seawalls with Recurved Parapets Using qaleFOAM. International Society of Offshore and Polar Engineers, 33(2), pp. 157-163. doi: 10.17736/ijope.2023.sv05

Zhang, N., Yan, S. ORCID: 0000-0001-8968-6616, Zheng, X. & Ma, Q. ORCID: 0000-0001-5579-6454view all authors (2021). Numerical study on the dynamic interaction between ice and a vertical compliant structure by smoothed particle hydrodynamics. In: Proceedings of the International Offshore and Polar Engineering Conference. The 31st International Ocean and Polar Engineering Conference, 20-25 June 2021, Rhodes, Greece.