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System identification

The field of system identification uses statistical methods to build mathematical models of dynamical systems from measured data. System identification also includes the optimal design of experiments for efficiently generating informative data for fitting such models as well as model reduction. A common approach is to start from measurements of the behavior of the system and the external influences (inputs to the system) and try to determine a mathematical relation between them without going into many details of what is actually happening inside the system; this approach is called black box system identification.

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Total Publications
Lifetime
10,181
Prior Five Years
1,968
Total Citations
Lifetime
135,314
Prior Five Years
10,422
Total Scholars
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12,031
Prior Five Years
9,206

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