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ML-Based Analysis of Particle Distributions in High-Intensity Laser Experiments: Role of Binning Strategy

When entering the phase of big data processing and statistical inferences in experimental physics, the efficient use of machine learning methods may require optimal data preprocessing methods and, in particular, optimal balance between details and noise. In experimental studies of strong-field quant...

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Bibliografiske detaljer
Udgivet i:Entropy (Basel)
Main Authors: Rodimkov, Yury, Efimenko, Evgeny, Volokitin, Valentin, Panova, Elena, Polovinkin, Alexey, Meyerov, Iosif, Gonoskov, Arkady
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7823469/
https://ncbi.nlm.nih.gov/pubmed/33375733
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23010021
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