Nicolas Guerin
100%
Libre accès
2
Documents
Affiliations actuelles
- Mines Paris - PSL (École nationale supérieure des mines de Paris)
- Centre de Gestion Scientifique i3 (CGS i3)
Identifiants chercheurs
Présentation
PhD student at Mines Paris - PSL and Data Scientist at Eramet, specializing in leveraging data, artificial intelligence, and operations research to enhance safety, optimize operations, and drive sustainable practices in the mining industry. Dedicated to reshaping mining practices through innovative deep-tech applications, bridging the gap between academic advancements and real-world applications.
Domaines de recherche
Minéralogie
Modélisation et simulation
Recherche opérationnelle [cs.RO]
Machine Learning [stat.ML]
Compétences
Mining Engineering
Data Science
Operation Research
Operational Excellence
Supply/Value Chains
Fleet Management Systems
Open Pit Mining
Statistical Analysis
ML/DL
Publications
Publications
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Deep learning for predicting hauling fleet production capacity under uncertainties in open pit mines using real and simulated dataApcom - Application of Computers and Operations research in the Mineral Industry, 2025
Article dans une revue
hal-05095496
v1
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Enhancing Hauling Efficiency in Mining: A Data-Driven Approach to Productivity OptimizationIndaba Deep Learning 2024, Sep 2024, Dakar (Sénégal), Senegal
Poster de conférence
hal-04681368
v1
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