Manuel Moran-Pelaez

Manuel Moran-Pelaez

PhD Candidate in Operations Research at MIT

Publications

Papers

\(\dagger\)Listed in order of contribution
\(\ddagger\)Listed in alphabetical order of last name

  • Moran-Pelaez M.\(\dagger\), Cohen-Hillel T., Fernandez-de-Castro B. (collaborator at Zara), and Perakis, G., 2024. Manager Behavior in the Product Replacement Problem: Addressing Preferences and Uncertainty. under review at Management Science
    • Accepted to the Supply Chain Management SIG at MSOM 2024.
  • Moran-Pelaez M.\(\dagger\), and Perakis, G., 2024. A Robust Optimization Approach to Assortment Planning with Cross-Item Effects. soon to be submitted to Management Science
  • Moran-Pelaez M.\(\dagger\), Dzimah S., and Perakis, G., 2024. Understanding Cannibalization and Complementarity in Demand through Transformers. soon to be submitted to Management Science.
  • Cohen-Hillel T., Moran-Pelaez M.\(\ddagger\), Perakis, G., Schoess, D., 2024. A Multimodal Neural Network Approach to Demand Modeling: Capturing Cross-Item Effects and Returns. soon to be submitted to Operations Research.
  • Moran-Pelaez M.\(\dagger\), Perakis, G., and collaborators from InstaDeep, 2024. Dynamic Policies for Combinatorial Problems in Operations: Adapting to New Structural Constraints. work in progress.

Theses

  • Moran-Pelaez M., 2017. Learning Fuzzy Rule-Based Strategies for RTS Games. Master’s Thesis, Universidad Complutense de Madrid.
  • Moran-Pelaez M., 2016. A Real-Time System for Detection and Tracking of Moving Objects in Videos. Bachelor’s Thesis, Universidad Complutense de Madrid.
  • Moran-Pelaez M., 2015. A Categorical Approach to Automata and Language Theory. Bachelor’s Thesis, Universidad Complutense de Madrid.
    • Honors and best bachelor’s thesis at the School of Mathematics in 2015.