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Julian Pachon

affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Introduction to the Special Issue on Machine Learning Methods and Applications in Large-Scale Route Planning Problems

MIT Center for Transportation & Logistics Research Paper No. 2024/037, Transportation Science, volume 58, issue 1, 2024[10.1287/trsc.2023.intro.v58.n1]
Posted: 25 Apr 2025
Matthias Winkenbach, Stefan Spinler, Julian Pachon and Karthik Konduri
Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, WHU - Otto Beisheim School of Management, affiliation not provided to SSRN and affiliation not provided to SSRN

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last-mile delivery, machine learning, optimization, routing

2.

2021 Amazon Last Mile Routing Research Challenge: Data Set

MIT Center for Transportation & Logistics Research Paper No. 2024/016, Transportation Science, volume 58, issue 1, 2024[10.1287/trsc.2022.1173]
Posted: 24 Apr 2025
Daniel Merchan, Jatin Arora, Julian Pachon, Karthik Konduri, Matthias Winkenbach, Steven Parks and Joseph Noszek
Amazon.com, Inc., affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and affiliation not provided to SSRN

Abstract:

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"data set", "last-mile delivery", "machine learning", "optimization", "sequencing", "Vehicle routing"