Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

43 results for AI for Supply Chain

End-to-End Learning for Decision Optimization via Constraint-Enforcing Approximators
- - Rares Christian
  - Pavithra Harsha
  - et al.
- 2022
- INFORMS 2022
Inventory Pooling using Deep Reinforcement Learning
- - Kameshwaran Sampath
  - Sandeep Nishad
  - et al.
- 2022
- SCC 2022
Learn more about our AI for Supply Chain work
Topic
Optimal Seat Allocation under Social Distancing constraints
- - Michael Barry
  - Fabio Lorenzi
  - et al.
- 2020
- INFORMS 2020
Information Sharing in Food Supply Chain Systems: Towards Increasing Efficiency and Sustainability Under Uncertainty
- - Chandra Narayanaswami
  - Agostino Capponi
  - et al.
- 2020
- INFORMS 2020
Attention based Multi-Modal New Product Sales Time-series Forecasting
- - Vijay Ekambaram
  - Kushagra Manglik
  - et al.
- 2020
- KDD 2020
A Trade-off Analysis of a Multi-objective Order Fulfillment Optimizer with Financial and Emissions Savings
- - Isaac Waweru
  - Kedar Kulkarni
  - et al.
- 2022
- INFORMS 2022
Inventory Management in Omnichannel Supply Chains
- - Pavithra Harsha
  - Ali Koc
  - et al.
- 2022
- INFORMS 2022
Deep Policy Iteration with Integer Programming for Inventory Management
- - Brian Quanz
  - Pavithra Harsha
  - et al.
- 2022
- INFORMS 2022
Automating Complex and Distributed Forecasting Tasks for Faster Supply Chain Decisions
- - Vijay E
  - Arindam Jati
  - et al.
- 2022
- INFORMS 2022
Hyperparameter Optimization over Data Hierarchy for Model Selection in Time Series Forecasting
- - Arindam Jati
  - Vijay E
  - et al.
- 2022
- INFORMS 2022