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1 - 1 of 1 results for: APPPHYS 217: Estimation and Control Methods for Applied Physics

APPPHYS 217: Estimation and Control Methods for Applied Physics

Recursive filtering, parameter estimation, and feedback control methods based on linear and nonlinear state-space modeling. Topics in: dynamical systems theory; practical overview of stochastic differential equations; model reduction; and tradeoffs among performance, complexity, and robustness. Numerical implementations in MATLAB. Contemporary applications in systems biology and quantum precision measurement. Prerequisites: linear algebra and ordinary differential equations.
Terms: Aut | Units: 4
Instructors: Mabuchi, H. (PI)
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