Joren Gijsbrechts é professor assistente convidado em Operations Management. Licenciou-se e obteve o seu Mestrado em Engenharia Empresarial na Universidade de Antuérpia na Bélgica. Antes de receber o seu doutoramento da KU Leuven na Bélgica, obteve experiência empresarial na divisão de Cadeia de Fornecimento e Operações da Procter and Gamble na Suécia. Enquanto doutorando, visitou regularmente a Kellogg School of Management e continua a realizar investigação com investigadores reconhecidos daOlin Business School, Kellogg School of Management, Kuehne Logistics University e da Exeter University. A sua investigação foca-se no papel dos dados no processo de decisões em Gestão de Operações, com um foco principal nos desenvolvimentos recentes em Machine Learning e Prescriptive Analytics. Os seus modelos já ajudaram empresas a melhorar a sua gestão de inventário e transportes. Além de fazer investigação, também realiza palestras e workshops para empresas sobre temas recentes na área de Supply Chain Analytics.
Publicações
Paper
Volume Flexibility at Responsive Suppliers in Reshoring Decisions: Analysis of a Dual Sourcing Inventory Model
Production and Operations Management (forthcoming), 2022
Download and More Details keyboard_arrow_right
Paper
A reward shaping approach to improve the applicability of deep reinforcement learning to inventory management
European Journal of Operational Research, 301(2) 535–545, 2021
Download and More Details keyboard_arrow_right
Paper
Can Deep Reinforcement Learning Improve Inventory Management? Performance on Dual Sourcing, Lost Sales and Multi-Echelon Problems
Manufacturing & Service Operations Management (forthcoming), 2021
DOWNLOAD AND MORE DETAILS keyboard_arrow_right
Paper
Deep reinforcement learning for inventory control: A roadmap
European Journal of Operational Research, 298(2) 401-412, 2021
Download and More Details keyboard_arrow_right
Paper
Synchromodal transportation planning using travel time information
Computers in Industry, (125) 103367, 2021
Download and More Details keyboard_arrow_right
Capítulo de livro
Digital Lean Operations: Smart Automation and Artificial Intelligence in Financial Services
Innovative Technology at the interface of Finance and Operations. Springer Series in Supply Chain Management, Springer Nature (Forthcoming), 2020
Paper
Dual Sourcing and Smoothing under Non-Stationary Demand Time Series: Re-shoring with SpeedFactories
Management Science, 68(2):1039-1057, 2020
DOWNLOAD AND MORE DETAILS keyboard_arrow_right
Paper
Synchromodality in the Physical Internet – dual sourcing and real-time switching between transport modes
European Transport Research Review, 11, 2020
DOWNLOAD AND MORE DETAILS keyboard_arrow_right
Paper
Use of Proximal Policy Optimization for the Joint Replenishment Problem
Computers in Industry, (119) 103239, 2020
Download and More Details keyboard_arrow_right