Kathryn Lawson
Orcid: 0000-0003-0075-7911
According to our database1,
Kathryn Lawson authored at least 10 papers
between 2020 and 2026.
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Bibliography
2026
A Differentiable Framework for Global Circulation Model Precipitation Bias Correction.
CoRR, April, 2026
2025
Distinct hydrologic response patterns and trends worldwide revealed by physics-embedded learning.
CoRR, April, 2025
Update hydrological states or meteorological forcings? Comparing data assimilation methods for differentiable hydrologic models.
CoRR, February, 2025
2023
Differentiable modeling to unify machine learning and physical models and advance Geosciences.
CoRR, 2023
2022
Constructing a Large-Scale Landslide Database Across Heterogeneous Environments Using Task-Specific Model Updates.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Differentiable, learnable, regionalized process-based models with physical outputs can approach state-of-the-art hydrologic prediction accuracy.
CoRR, 2022
2021
Continental-scale streamflow modeling of basins with reservoirs: a demonstration of effectiveness and a delineation of challenges.
CoRR, 2021
CoRR, 2021
2020
Prediction in ungauged regions with sparse flow duration curves and input-selection ensemble modeling.
CoRR, 2020
From parameter calibration to parameter learning: Revolutionizing large-scale geoscientific modeling with big data.
CoRR, 2020