2 papers
quant-ph2026
A Quantum Optimization Framework for Data-Assimilation-Augmented Parameter Estimation
Muhammad Jalil Ahmad, Mohammadhossein Mohammadisiahroudi, Animikh Biswas +1
Parameter estimation is a fundamental challenge in the calibration of ordinary differential equation (ODE) models, where repeated numerical integration can lead to high computation…
math.DS2026
A Data-Assimilation-Augmented Optimization Framework for Parameter Estimation in Dynamical Systems
Muhammad Jalil Ahmad, Animikh Biswas, Kathleen Hoffman
Parameter estimation in nonlinear dynamical systems from observational data is a fundamental inverse problem with applications in many disciplines. In practice, this is further com…