Publications per year
Publications per year
Personal profile
Education/Academic qualification
Civil Engineering, PhD, University of Colorado Boulder
Atmospheric Science/Meteorology, MS, University of Colorado Boulder
Mathematics, BA, University of Montana
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Dive into the research topics where James McCreight 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
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Karhunen–Loève deep learning method for surrogate modeling and approximate Bayesian parameter estimation
Wang, Y., Zong, Y., McCreight, J. L., Hughes, J. D., Fienen, M. & Tartakovsky, A. M., Sep 2025, In: Advances in Water Resources. 203, 105024.Research output: Contribution to journal › Article › peer-review
Open Access -
Total uncertainty quantification in inverse solutions with deep learning surrogate models
Wang, Y., McCreight, J. L., Hughes, J. D. & Tartakovsky, A. M., Nov 5 2025, In: Journal of Computational Physics. 541, 114315.Research output: Contribution to journal › Article › peer-review
Open Access -
Bayesian reduced-order deep learning surrogate model for dynamic systems described by partial differential equations
Wang, Y., Zong, Y., McCreight, J. L., Hughes, J. D. & Tartakovsky, A. M., Sep 1 2024, In: Computer Methods in Applied Mechanics and Engineering. 429, 117147.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Leveraging a novel hybrid ensemble and optimal interpolation approach for enhanced streamflow and flood prediction
Gharamti, M. E., Rafieeinasab, A. & McCreight, J. L., Jul 19 2024, In: Hydrology and Earth System Sciences. 28, 14, p. 3133-3159 27 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
NOAA's National Water Model: Advancing operational hydrology through continental-scale modeling
Cosgrove, B., Gochis, D., Flowers, T., Dugger, A., Ogden, F., Graziano, T., Clark, E., Cabell, R., Casiday, N., Cui, Z., Eicher, K., Fall, G., Feng, X., Fitzgerald, K., Frazier, N., George, C., Gibbs, R., Hernandez, L., Johnson, D. & Jones, R. & 29 others, , Apr 2024, In: Journal of the American Water Resources Association. 60, 2, p. 247-272 26 p.Research output: Contribution to journal › Article › peer-review
Open Access86 Scopus citations