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Sebastian Villegas

Massachusetts Institute of Technology (MIT)

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A Data-Driven and Context-Aware Approach for Demand Forecasting in the Beverage Industry

MIT Center for Transportation & Logistics Research Paper No. 2025/033
Number of pages: 29 Posted: 30 Oct 2025
Benedict Jun Ma, Ilya Jackson, Maggie Huang, Sebastian Villegas and Jaime Macias-Aguayo
Hong Kong University of Science and Technology (Guangzhou), Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics
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Abstract:

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Demand forecasting, machine learning, deep learning, fast-moving consumer goods, supply chain management