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eess.SY2025
Bi-Level optimization for interpolation-based parameter estimation of differential equations
Siddharth Prabhu, Srinivas Rangarajan, Mayuresh Kothare
Inverse problem or parameter estimation of ordinary differential equations (ODEs), the iterative process of minimizing the mismatch between model-predicted and experimental states…
cs.LG2025
A condensing approach to multiple shooting neural ordinary differential equation
Siddharth Prabhu, Srinivas Rangarajan, Mayuresh Kothare
Multiple-shooting is a parameter estimation approach for ordinary differential equations. In this approach, the trajectory is broken into small intervals, each of which can be inte…