FunctionObservers, Function Observers: This is a MATLAB toolbox for code pertaining to function observers. The prototypical example of a functional observer is the kernel observer and controller paradigm. The primary goal of these methods is the modeling and control of spatiotemporally varying processes (i.e. stochastic phenomena that vary over space AND time). Practical applications of these types of methods include ocean temperature modeling and monitoring, control of diffusive processes in power plants, optimal decision-making in contested areas with a patrolling enemy, disease propagation in urban population centers, and so on.

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  1. Jayaraman, Balaji; Lu, Chen; Whitman, Joshua; Chowdhary, Girish: Sparse feature map-based Markov models for nonlinear fluid flows (2019)