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Model Reduction via the Karhunen-Loeve Expansion Part II: Some Elementary Examples
In Part II of this paper we present some elementary examples of distributed parameter system model reduction using the techniques described in Part I. In particular, we focus on using theKarhunen-Loeve expansion and ...
Modeling and Reduction with Applications to Semiconductor Processing
This thesis consists of several somewhat distinct but connected parts, withan underlying motivation in problems pertaining to control and optimizationof semiconductor processing. The first part (Chapters 3 and 4) ...
Model Reduction via the Karhunen-Loeve Expansion Part I: An Exposition
In formulating mathematical models for dynamical systems, obtaining a high degree of qualitative correctness (i.e. predictive capability) may not be the only objective. The model must be useful for its intended application,and ...