Research Summary
Development and utilization of novel computational models for problems in environmental hydraulics and water resource engineering in general, complementary to computational modeling.
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Research Keywords
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Projects
Recent Publications
Oil and gas produced waters fail to meet beneficial reuse recommendations for use as dust suppressants
Farnan, J., Eck, A., Kearney, A., Dorman, F. L., Ismail, H., Chase, E., Liu, X., Warner, N. R. & Burgos, W. D., Apr 1 2024, In: Science of the Total Environment. 919, 170807.Research output: Contribution to journal › Article › peer-review
Editorial: Data-driven machine learning for advancing hydrological and hydraulic predictability
Lu, D., Yang, T. & Liu, X., 2023, In: Frontiers in Water. 5, 1215966.Research output: Contribution to journal › Editorial › peer-review
Differentiable modelling to unify machine learning and physical models for geosciences
Shen, C., Appling, A. P., Gentine, P., Bandai, T., Gupta, H., Tartakovsky, A., Baity-Jesi, M., Fenicia, F., Kifer, D., Li, L., Liu, X., Ren, W., Zheng, Y., Harman, C. J., Clark, M., Farthing, M., Feng, D., Kumar, P., Aboelyazeed, D., Rahmani, F., & 11 others, Aug 2023, In: Nature Reviews Earth and Environment. 4, 8, p. 552-567 16 p.Research output: Contribution to journal › Article › peer-review
A Surrogate Model for Shallow Water Equations Solvers with Deep Learning
Song, Y., Shen, C. & Liu, X., Nov 1 2023, In: Journal of Hydraulic Engineering. 149, 11, 04023045.Research output: Contribution to journal › Article › peer-review
Three-Dimensional Numerical Modeling of Local Scour: A State-of-the-Art Review and Perspective
Lai, Y. G., Liu, X., Bombardelli, F. A. & Song, Y., Nov 1 2022, In: Journal of Hydraulic Engineering. 148, 11, 03122002.Research output: Contribution to journal › Review article › peer-review
Hyporheic Exchange Due to Cobbles on Sandy Beds
Lee, A., Aubeneau, A. F., Cardenas, M. B. & Liu, X., Jan 2022, In: Water Resources Research. 58, 1, e2021WR030164.Research output: Contribution to journal › Article › peer-review
Scour around underwater unexploded ordnances (UXOs): An experimental and computational investigation
Song, Y., Darzikolaei, S. A. M. & Liu, X., Oct 15 2022, In: Ocean Engineering. 262, 112146.Research output: Contribution to journal › Article › peer-review
Scour modeling based on immersed boundary method: A pathway to practical use of three-dimensional scour models
Song, Y., Xu, Y., Ismail, H. & Liu, X., Jan 2022, In: Coastal Engineering. 171, 104037.Research output: Contribution to journal › Article › peer-review
Computational Fluid Dynamics-Based Evaluation and Verification of FISP Suspended Sediment Samplers
Xu, Y. & Liu, X., Dec 1 2022, In: Journal of Irrigation and Drainage Engineering. 148, 12, 04022043.Research output: Contribution to journal › Article › peer-review
Numerical Simulation of Drainage of Permeable Friction Course Considering Surface Runoff and Seepage Flow
Zheng, C., Huang, J., Liu, X. & Cleveland, T. G., Mar 1 2022, In: Journal of Transportation Engineering Part B: Pavements. 148, 1, 04021079.Research output: Contribution to journal › Article › peer-review
Flow and Scour around Idealized Porous Engineered Log Jam Structures
Ismail, H., Xu, Y. & Liu, X., Jan 1 2021, In: Journal of Hydraulic Engineering. 147, 1, 04020089.Research output: Contribution to journal › Article › peer-review
Infill Mobility through Engineered Synthetic Turf on Steep Slopes
Ismail, H., Xiao, M., Salam, S., Scholl, B. & Liu, X., Aug 1 2021, In: Journal of Hydraulic Engineering. 147, 8, 04021023.Research output: Contribution to journal › Article › peer-review
Hyporheic Exchange in Sand Dunes Under a Freely Deforming River Water Surface
Lee, A., Aubeneau, A., Liu, X. & Cardenas, M. B., Mar 2021, In: Water Resources Research. 57, 3, e2020WR028817.Research output: Contribution to journal › Article › peer-review
An immersed boundary method with y+-adaptive wall function for smooth wall shear
Xu, Y. & Liu, X., Jun 2021, In: International Journal for Numerical Methods in Fluids. 93, 6, p. 1929-1946 18 p.Research output: Contribution to journal › Article › peer-review
Hyporheic Exchange Driven by Submerged Rigid Vegetation: A Modeling Study
Yuan, Y., Chen, X., Cardenas, M. B., Liu, X. & Chen, L., Jun 2021, In: Water Resources Research. 57, 6, e2019WR026675.Research output: Contribution to journal › Article › peer-review