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I agree. If your Matrix calculus involves more complicated use of derivative operators you can't treat it like linear algebra anymore. Better to break it down into something like tensor notation first and back to matrices at the end. https://en.wikipedia.org/wiki/Del. Specifically I was always confused by the material derivative of a vector field when presented as either Matrix or vector calculus. If you represent it in tensor notation ( or explicitly break it out as operations on basis vectors ) it works out nicely.


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