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Using Explainable Machine Learning to Identify Key Physical Mechanisms Governing Braking Particle Emissions

Year: 2026

Type: preprint

Source: SSRN Electronic Journal

DOI: 10.2139/ssrn.7439572

Authors: Joseph Frangieh, Guillaume Bauman, Vincent Magnier, Philippe Dufrenoy, Karine Pajot

Institutions: Centre National de la Recherche Scientifique, Université de Lille, Laboratoire de Mécanique, Multiphysique, Multiéchelle, Centrale Lille Institut, Centre Hospitalier Universitaire de Lille, Alstom (France)

Language: English

Topic: Brake Systems and Friction Analysis

Subfield: Automotive Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7212005116

Cites: 13

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Related to: 10