O-MAGIC detects parameter change points in nonlinear ODE systems online by combining manifold-constrained Gaussian process inference with a sequential generalized likelihood ratio test.
Numerical solution of ordinary differential equations
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O-MAGIC: Online Change-Point Detection for Dynamic Systems
O-MAGIC detects parameter change points in nonlinear ODE systems online by combining manifold-constrained Gaussian process inference with a sequential generalized likelihood ratio test.