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PhD Supervision of Mr. Yuhao Zhang

Activity: Supervision › PhD Supervision

Description

This work addresses the integration of demand forecasting and inventory optimization in multi-echelon supply chains through end-to-end deep learning, with specific focus on mitigating the bullwhip effect while maintaining operational feasibility.
Period1 Dec 2023 → 30 Nov 2027
Degree of RecognitionInternational

Keywords

  • Machine (Deep) learning
  • Demand forecasting
  • Inventory management
  • Integrated Estimation and Optimization
  • End-to-End Predict-and-Optimize