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Signal Modeling for High Performance Robust Isolated Word Ws Binghamton

Signal Modeling for High Performance Robust Isolated Word Ws Binghamton

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hi everyone my name is urban fossil and today i'm going to talk about our recent work ensembles in the robust sparse model discovery in the low data high noise limit with active learning and control this is joint work with nathan kutz bing branton and steve brunton and you can find our preprint on the archive and the code is already implemented in the latest version of the pi's in the package all right so easing is an extension of the cindy algorithm that tries to robustify the model discovery especially in the low data and high noise limit and in this short video today i will first review the cindy algorithm and then talk about our extension and show some first results all right so most of you that follow steve's youtube channel might be familiar with the cindy algorithm or the sparse identification of nonlinear dynamics so the cindy algorithm is a model discovery algorithm that tries to identify models that best fit non-linear dynamics purely from data so for example in the case of t

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