Projects per year
Personal profile
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):
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Dive into the research topics where Xiaofeng Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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PFI-RP: Novel coated geotextile to enhance water drainage from soil
Han, J. (PI), Liu, X. (CoPI) & Kwon, G. (CoPI)
4/1/23 → 3/31/26
Project: Research project
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Mentoring Institute for Sediment Transport (MIST) for Early Career Professionals at the 2023 EWRI World Environmental and Water Resources Congress and the AGU Fall Meeting
Duan, J. (PI), Hill, K. M. (CoPI), Strom, K. (CoPI), Liu, X. (CoPI) & Mcguire, L. (CoPI)
4/1/23 → 9/30/24
Project: Research project
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Nature-Based Solutions for Restoring Rivers and Streams
Liu, X. (PI)
12/1/19 → 11/30/23
Project: Research project
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Impact of Oil & Gas Wastewater Disposal on Lake and River Sediments
Burgos, W. D. (PI), Vanden Heuvel, J. P. (CoPI), Drohan, P. J. (CoPI), Warner, N. R. (CoPI) & Liu, X. (CoPI)
8/1/17 → 7/31/22
Project: Research project
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Collaborative Research: Visualization, analysis, and HPC modeling of subglacial hydrology from high-resolution 3D conduit scans acquired with a novel sensor
Liu, X. (PI) & Mankoff, K. D. (CoPI)
7/1/15 → 6/30/18
Project: Research project
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Bathymetry Inversion Using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers
Liu, X., Song, Y. & Shen, C., Mar 2024, In: Water Resources Research. 60, 3, e2023WR035890.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Deep learning insights into suspended sediment concentrations across the conterminous United States: Strengths and limitations
Song, Y., Chaemchuen, P., Rahmani, F., Zhi, W., Li, L., Liu, X., Boyer, E., Bindas, T., Lawson, K. & Shen, C., Aug 2024, In: Journal of Hydrology. 639, 131573.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
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
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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
Open Access3 Scopus citations -
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
75 Scopus citations