Machine Learning Techniques for Particle Classification in Microphysics

This study proposes various machine learning methods for classifying physical particles including protons, pions, kaons, and D mesons in microphysics. The research group evaluated the performance of decision trees, neural networks, traditional methods, et cetera. showing that Decision Trees are bett

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.4108/eai.21-11-2024.2354579
Primary Topic
Air Quality Monitoring and Forecasting
Type
article
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article

Machine Learning Techniques for Particle Classification in Microphysics

D.-C. He, Zeyu Yang
Air Quality Monitoring and Forecasting
article

Machine Learning Techniques for Particle Classification in Microphysics

D.-C. He, Zeyu Yang
article en

Abstract

This study proposes various machine learning methods for classifying physical particles including protons, pions, kaons, and D mesons in microphysics. The research group evaluated the performance of decision trees, neural networks, traditional methods, et cetera. showing that Decision Trees are bett

Openalex Percentile: Top 94%
Air Quality Monitoring and Forecasting
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Machine Learning Techniques for Particle Classification in Microphysics — D.-C. He, Zeyu Yang · (2025) | TGRS Research Map | TGRS