Publications

s

2024

  1. Zhang, C., Perezhogin, P., Adcroft, A. and Zanna, L., Addressing out-of-sample issues in multi-layer convolutional neural-network parameterizations applied near coastlines (Submitted to Journal of Advances in Modeling Earth Systems).
  2. Perezhogin, P., Zhang, C., Adcroft, A., Fernandez-Granda, C. and Zanna, L., Implementation of a data-driven equation-discovery mesoscale closure into an ocean model (Submitted to Journal of Advances in Modeling Earth Systems). [Preprint]
  3. Gultekin, C., Subel, A., Zhang, C., Leibovich, M., Perezhogin, P., Adcroft, A., Fernandez-Granda, C. and Zanna, An Analysis of Deep Learning Parameterizations for Ocean Subgrid Eddy Forcing (Submitted to Environmental Data Science).

2023

  1. Zhang, C., Perezhogin, P., Gultekin, C., Adcroft, A., Fernandez-Granda, C. and Zanna, L., Implementation and evaluation of a machine learned mesoscale eddy parameterization into a numerical ocean circulation model. Journal of Advances in Modeling Earth Systems, 15, e2023MS003697, 2023. [DOI] [Preprint]
  2. Luo, Y., Shi, H., Zhang, Z., Zhang, C., Zhou, W., Pan, G. and Wang, W., Wave field predictions using a multi-layer perceptron and decision tree model based on physical principles: A case study at the Pearl River Estuary. Ocean Engineering, 277, 114246, 2023. [DOI]

2022

  1. Luo, Y., Zhang, C., Liu, J., Xing, H., Zhou, F, Wang, D., Long, X., Wang, S., Li, M. and Shi F., Identifying ship-wakes in a shallow estuary using machine learning. Ocean Engineering, 246, 110456, 2022. [DOI]
  2. Kirby, J. T., Grilli, S.T., Horrillo, J., Liu, P.L.F., Nicolsky, D., Abadie, S., Ataie-Ashtiani, B., Castro, M.J., Escalante, C., Fine, I., González-Vida, J.M., Løvholt, F., Lynett, P., Ma, G., Macias, J., Ortega, S., Shi, F., Yavari-Ramshe, S. and Zhang, C., Validation and intercomparison of models for landslide tsunami generation. Ocean modelling, 101943, 2022. [DOI]

2021

  1. Grilli, S.T., Zhang, C., Kirby, J.T., Grilli, A.R., Tappin, D.R., Watt, S.F.L., Hunt, J.E., Novellino, A., Engwell, S., Nurshal, M.E.M., Abdurrachman, M., Cassidy, M., Madden-Nadeau, A.L. and Day, S., Modeling of the Dec. 22nd 2018 Anak Krakatau volcano lateral collapse and tsunami based on recent field surveys: comparison with observed tsunami impact. Marine Geology, 106566, 2021. [DOI]
  2. Zhang, C., Kirby, J. T., Shi, F., Ma, G. and Grilli, S. T., A two-layer non-hydrostatic landslide model for tsunami generation on irregular bathymetry. 1. Theoretical basis. Ocean modelling, 101749, 2021. [DOI]
  3. Zhang, C., Kirby, J. T., Shi, F., Ma, G. and Grilli, S. T., A two-layer non-hydrostatic landslide model for tsunami generation on irregular bathymetry. 2. Numerical discretization and validation. Ocean modelling, 101769, 2021. [DOI]

Before 2020

  1. Grilli, S. T., Tappin, D. R., Carey, S., Watt, S. F., Ward, S. N., Grilli, A. R., Engwell, S. L., Zhang, C., Kirby, J. T., Schambach, L. and Muin, M., Modelling of the tsunami from the December 22, 2018 lateral collapse of Anak Krakatau volcano in the Sunda Straits, Indonesia. Scientific reports, 9, 2019. [DOI]
  2. Zhou, Y., Ma, N., Shi, X. and Zhang, C., Direct calculation method of roll damping based on three dimensional CFD approach, Journal of Hydrodynamics, Ser. B, 27 no.2 176-186, 2015. [DOI]
  3. Zhang, C., Lin, N., Tang, Y. and Zhao, C., A sharp interface immersed boundary/VOF model coupled with wave generating and absorbing options for wave–structure interaction, Computers & fluids, 89, 214-231, 2014. [DOI]
  4. Chen X., Zhang, C., Tang, Y., Zhao, C. and Lin, W., An immersed boundary method with an approximate projection on non-staggered grids to solve unsteady fluid flow with a submerged moving rigid object, Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment, 228 no. 3, 272-283, 2014. [DOI]
  5. Zhang, C., Zhang, W., Lin, N., Tang, Y., Zhao, C., Gu, J., Lin, W., Chen X. and Qiu, A., A two-phase flow model coupling with volume of fluid and immersed boundary methods for free surface and moving structure problems, Ocean Engineering, 74, 107-124, 2013. [DOI]
  6. Zhang, W., Tang, Y., Zhao, C. and Zhang, C., A two-phase flow model with VOF for free surface flow problems, Applied Mechanics and Materials, 232, 279-283, 2012. [DOI]