2 papers
cs.LG2026
Reclaiming First Principles: A Differentiable Framework for Conceptual Hydrologic Models
Jasper A. Vrugt, Jonathan M. Frame, Ethan Bollman
Conceptual hydrologic models remain the cornerstone of rainfall-runoff modeling, yet their calibration is often slow and numerically fragile. Most gradient-based parameter estimati…
physics.ao-ph2025
Functional data decomposition reveals unexpectedly strong soil moisture-precipitation coupling over the Great Plains
Yifu Gao, Runze Li, Efi Foufoula-Georgiou +1
Soil moisture-precipitation coupling (SMPC) plays a critical role in Earth's water and energy cycles but remains difficult to quantify due to synoptic-scale variability and the com…