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Fitting model parameters to experimental data is a common yet often challenging task, especially if the model contains many parameters.
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The geometry of nonlinear least squares with applications to sloppy models and optimization :
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Development and comparison of algorithms for nonlinear least squares fitting :
M. K. Transtrum, B. B. Machta, C. Umrigar, P. Nightingale, J. P. Sethna:
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