Cover Image

Large Language Models for Supply Chain Decisions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Simchi-Levi, David, Mellou, Konstantina, Menache, Ishai, Pathuri, Jeevan
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Small Language Models for Application Interactions: A Case Study
by: Li, Beibin, et al.
Published: (2024)

OptiRepair: Closed-Loop Diagnosis and Repair of Supply Chain Optimization Models with LLM Agents
by: Ao, Ruicheng, et al.
Published: (2026)

Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management
by: Long, Carol Xuan, et al.
Published: (2026)

Online Rack Placement in Large-Scale Data Centers: Online Sampling Optimization and Deployment
by: Baxi, Saumil, et al.
Published: (2025)

LLM Evaluation as Tensor Completion: Low Rank Structure and Semiparametric Efficiency
by: Li, Jiachun, et al.
Published: (2026)

Online Scheduling for LLM Inference with KV Cache Constraints
by: Jaillet, Patrick, et al.
Published: (2025)

ShapE-GRPO: Shapley-Enhanced Reward Allocation for Multi-Candidate LLM Training
by: Ai, Rui, et al.
Published: (2026)

ORLoopBench: Solver-in-the-Loop Benchmarks for Self-Correction and Behavioral Rationality in Operations Research
by: Ao, Ruicheng, et al.
Published: (2026)

SupChain-Bench: Benchmarking Large Language Models for Real-World Supply Chain Management
by: Guan, Shengyue, et al.
Published: (2026)

Autonomous Prompt Engineering in Large Language Models
by: Kepel, Daan, et al.
Published: (2024)

OptiMind: Teaching LLMs to Think Like Optimization Experts
by: Zhang, Xinzhi, et al.
Published: (2025)

Solve Smart, Not Often: Policy Learning for Costly MILP Re-solving
by: Ai, Rui, et al.
Published: (2025)

Supply Chain Optimization via Generative Simulation and Iterative Decision Policies
by: Bai, Haoyue, et al.
Published: (2025)

Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models
by: AlMahri, Sara, et al.
Published: (2024)

Large Language Model Supply Chain: Open Problems From the Security Perspective
by: Hu, Qiang, et al.
Published: (2024)

Beyond Covariance Matrix: The Statistical Complexity of Private Linear Regression
by: Chen, Fan, et al.
Published: (2025)

Designing Service Systems from Textual Evidence
by: Ao, Ruicheng, et al.
Published: (2026)

Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints
by: Ao, Ruicheng, et al.
Published: (2025)

Integrating Large Language Models with Network Optimization for Interactive and Explainable Supply Chain Planning: A Real-World Case Study
by: Venkatachalam, Saravanan
Published: (2025)

AI Agent Systems for Supply Chains: Structured Decision Prompts and Memory Retrieval
by: Yoshizato, Konosuke, et al.
Published: (2026)

Multi-agent Adaptive Mechanism Design
by: Han, Qiushi, et al.
Published: (2025)

Flowr -- Scaling Up Retail Supply Chain Operations Through Agentic AI in Large Scale Supermarket Chains
by: Bandara, Eranga, et al.
Published: (2026)

Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information
by: Ai, Rui, et al.
Published: (2025)

DecisionLLM: Large Language Models for Long Sequence Decision Exploration
by: Lv, Xiaowei, et al.
Published: (2026)

GraphChain: Large Language Models for Large-scale Graph Analysis via Tool Chaining
by: Wei, Chunyu, et al.
Published: (2025)

Stochastic Optimization of Inventory at Large-scale Supply Chains
by: Jin, Zhaoyang Larry, et al.
Published: (2025)

PROPEL: Supervised and Reinforcement Learning for Large-Scale Supply Chain Planning
by: Akhlaghi, Vahid Eghbal, et al.
Published: (2025)

On the Modeling Capabilities of Large Language Models for Sequential Decision Making
by: Klissarov, Martin, et al.
Published: (2024)

From Topology to Trajectory: LLM-Driven World Models For Supply Chain Resilience
by: Luo, Jia
Published: (2026)

LLMs for Supply Chain Management
by: Wang, Haojie, et al.
Published: (2025)

Rethinking Supply Chain Planning: A Generative Paradigm
by: Yin, Jiaheng, et al.
Published: (2025)

GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks
by: Ahn, Hyung-il, et al.
Published: (2024)

Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation
by: Yang, Hao, et al.
Published: (2024)

Verifying Memoryless Sequential Decision-making of Large Language Models
by: Gross, Dennis, et al.
Published: (2025)

Towards Safer Large Reasoning Models by Promoting Safety Decision-Making before Chain-of-Thought Generation
by: Chen, Jianan, et al.
Published: (2026)

Assessing the Interpretability of Programmatic Policies with Large Language Models
by: Bashir, Zahra, et al.
Published: (2023)

Vocabulary Attack to Hijack Large Language Model Applications
by: Levi, Patrick, et al.
Published: (2024)

Designing Information Delays in Supply Chains
by: Talwai, Prem, et al.
Published: (2026)

Large Language Models as Markov Chains
by: Zekri, Oussama, et al.
Published: (2024)

Generative AI for Named Entity Recognition in Low-Resource Language Nepali
by: Neupane, Sameer, et al.
Published: (2025)