Exploring nucleon structure with the self-organizing maps algorithm

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Abstract

We discuss the application of an alternative type of neural network, the self-organizing map to extract parton distribution functions from various hard scattering processes.

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Askanazi, E. M., Holcomb, K. A., & Liuti, S. (2015). Exploring nucleon structure with the self-organizing maps algorithm. Journal of Physics G: Nuclear and Particle Physics, 42(3). https://doi.org/10.1088/0954-3899/42/3/034030

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