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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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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Rodimkov, Yury, Efimenko, Evgeny, Volokitin, Valentin, Panova, Elena, Polovinkin, Alexey, Meyerov, Iosif, Gonoskov, Arkady
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha: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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