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…