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joeggeli OP t1_it27yj4 wrote

The reason why I want to use a neural network over other non-linear solvers is because I need the computation of y' = F(x) to be as fast as possible during inference.

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LaVieEstBizarre t1_it2axr3 wrote

Neural network doesn't actually mean machine learning, it only means machine learning if you do machine learning with it (i.e. optimisation with data). Otherwise it's just a general function approximator.

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