Optimizing Supply Chain Networks with the Power of Graph Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Chi-Sheng, Chen, Ying-Jung |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Structural Consequences of Policy-Based Interventions on the Global Supply Chain Network
by: Karbevska, Lea, et al.
Published: (2026)
by: Karbevska, Lea, et al.
Published: (2026)
The Formation of Production Networks: How Supply Chains Arise from Simple Learning with Minimal Information
by: Vu, Tuong Manh, et al.
Published: (2025)
by: Vu, Tuong Manh, et al.
Published: (2025)
Solving Heterogeneous Agent Models with Physics-informed Neural Networks
by: Grzeskiewicz, Marta
Published: (2025)
by: Grzeskiewicz, Marta
Published: (2025)
Trading Graph Neural Network
by: Wu, Xian
Published: (2025)
by: Wu, Xian
Published: (2025)
Supply Chain Disruptions, the Structure of Production Networks, and the Impact of Globalization
by: Elliott, Matthew L., et al.
Published: (2025)
by: Elliott, Matthew L., et al.
Published: (2025)
BiHRNN -- Bi-Directional Hierarchical Recurrent Neural Network for Inflation Forecasting
by: Vilenko, Maya
Published: (2025)
by: Vilenko, Maya
Published: (2025)
Forecasting Imports in OECD Member Countries and Iran by Using Neural Network Algorithms of LSTM
by: Khajoui, Soheila, et al.
Published: (2024)
by: Khajoui, Soheila, et al.
Published: (2024)
Hedonic Prices and Quality Adjusted Price Indices Powered by AI
by: Bajari, Patrick, et al.
Published: (2023)
by: Bajari, Patrick, et al.
Published: (2023)
Explainable Graph Neural Networks via Structural Externalities
by: Wu, Lijun, et al.
Published: (2025)
by: Wu, Lijun, et al.
Published: (2025)
Neural Demand Estimation with Habit Formation and Rationality Constraints
by: Grzeskiewicz, Marta
Published: (2026)
by: Grzeskiewicz, Marta
Published: (2026)
Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis
by: Wang, Lijuan, et al.
Published: (2024)
by: Wang, Lijuan, et al.
Published: (2024)
Leap+Verify: Regime-Adaptive Speculative Weight Prediction for Accelerating Neural Network Training
by: McEntire, Jeremy
Published: (2026)
by: McEntire, Jeremy
Published: (2026)
Supply Chain Optimization Strategies: An Empirical Study on Fresh Product Delivery Routes
by: Yuan, Yu, et al.
Published: (2024)
by: Yuan, Yu, et al.
Published: (2024)
On Analyzing the Conditions for Stability of Opportunistic Supply Chains Under Network Growth
by: Wadhwa, Gurkirat, et al.
Published: (2025)
by: Wadhwa, Gurkirat, et al.
Published: (2025)
Specialization, Complexity & Resilience in Supply Chains
by: Ferrari, Alessandro, et al.
Published: (2025)
by: Ferrari, Alessandro, et al.
Published: (2025)
Uncertainty of Supply Chains: Risk and Ambiguity
by: Kancs, d'Artis
Published: (2024)
by: Kancs, d'Artis
Published: (2024)
AI and the Dynamic Supply of Training Data
by: Peukert, Christian, et al.
Published: (2024)
by: Peukert, Christian, et al.
Published: (2024)
Inventories, Demand Shocks Propagation and Amplification in Supply Chains
by: Ferrari, Alessandro
Published: (2022)
by: Ferrari, Alessandro
Published: (2022)
Analyzing Country-Level Vaccination Rates and Determinants of Practical Capacity to Administer COVID-19 Vaccines
by: Hegde, Sharika J., et al.
Published: (2024)
by: Hegde, Sharika J., et al.
Published: (2024)
Green Ammonia: A Techno-Economic Supply Chain Optimization
by: Genge, Lucien, et al.
Published: (2025)
by: Genge, Lucien, et al.
Published: (2025)
Quantifying the Social Costs of Power Outages and Restoration Disparities Across Four U.S. Hurricanes
by: Li, Xiangpeng, et al.
Published: (2025)
by: Li, Xiangpeng, et al.
Published: (2025)
The Current Chinese Global Supply Chain Monopoly and the Covid-19 Pandemic
by: Rapciewicz Jr., George, et al.
Published: (2021)
by: Rapciewicz Jr., George, et al.
Published: (2021)
Impact of COVID-19 on The Bullwhip Effect Across U.S. Industries
by: Saricioglu, Alper, et al.
Published: (2025)
by: Saricioglu, Alper, et al.
Published: (2025)
Predictive economics: Rethinking economic methodology with machine learning
by: Pereira, Miguel Alves
Published: (2025)
by: Pereira, Miguel Alves
Published: (2025)
The Effects of Flipped Classrooms in Higher Education: A Causal Machine Learning Analysis
by: Czarnowske, Daniel, et al.
Published: (2025)
by: Czarnowske, Daniel, et al.
Published: (2025)
Forecasting Residential Heating and Electricity Demand with Scalable, High-Resolution, Open-Source Models
by: Lee, Stephen J., et al.
Published: (2025)
by: Lee, Stephen J., et al.
Published: (2025)
Misaligned by Design: Incentive Failures in Machine Learning
by: Autor, David, et al.
Published: (2025)
by: Autor, David, et al.
Published: (2025)
Shifting Work Patterns with Generative AI
by: Dillon, Eleanor Wiske, et al.
Published: (2025)
by: Dillon, Eleanor Wiske, et al.
Published: (2025)
Investigation into U.S. Citizen and Non-Citizen Worker Health Insurance and Employment
by: Yao, Annabelle
Published: (2025)
by: Yao, Annabelle
Published: (2025)
Deep Learning in Renewable Energy Forecasting: A Cross-Dataset Evaluation of Temporal and Spatial Models
by: Sua, Lutfu, et al.
Published: (2025)
by: Sua, Lutfu, et al.
Published: (2025)
Invited to Develop: Institutional Belonging and the Counterfactual Architecture of Development
by: Vallarino, Diego
Published: (2025)
by: Vallarino, Diego
Published: (2025)
Daily Forecasting for Annual Time Series Datasets Using Similarity-Based Machine Learning Methods: A Case Study in the Energy Market
by: Goldani, Mahdi
Published: (2025)
by: Goldani, Mahdi
Published: (2025)
Feature-driven reinforcement learning for photovoltaic in continuous intraday trading
by: Abate, Arega Getaneh, et al.
Published: (2025)
by: Abate, Arega Getaneh, et al.
Published: (2025)
Pattern Recognition of Aluminium Arbitrage in Global Trade Data
by: Ramli, Muhammad Sukri Bin
Published: (2025)
by: Ramli, Muhammad Sukri Bin
Published: (2025)
Pattern Recognition of Scrap Plastic Misclassification in Global Trade Data
by: Ramli, Muhammad Sukri Bin
Published: (2025)
by: Ramli, Muhammad Sukri Bin
Published: (2025)
The Adoption and Usage of AI Agents: Early Evidence from Perplexity
by: Yang, Jeremy, et al.
Published: (2025)
by: Yang, Jeremy, et al.
Published: (2025)
Predicting Household Water Consumption Using Satellite and Street View Images in Two Indian Cities
by: Wang, Qiao, et al.
Published: (2025)
by: Wang, Qiao, et al.
Published: (2025)
Modelling the Doughnut of social and planetary boundaries with frugal machine learning
by: Vrizzi, Stefano, et al.
Published: (2025)
by: Vrizzi, Stefano, et al.
Published: (2025)
Delphos: A reinforcement learning framework for assisting discrete choice model specification
by: Nova, Gabriel, et al.
Published: (2025)
by: Nova, Gabriel, et al.
Published: (2025)
A Hamiltonian Higher-Order Elasticity Framework for Dynamic Diagnostics(2HOED)
by: Gildas, Ngueuleweu Tiwang
Published: (2025)
by: Gildas, Ngueuleweu Tiwang
Published: (2025)
Similar Items
-
Structural Consequences of Policy-Based Interventions on the Global Supply Chain Network
by: Karbevska, Lea, et al.
Published: (2026) -
The Formation of Production Networks: How Supply Chains Arise from Simple Learning with Minimal Information
by: Vu, Tuong Manh, et al.
Published: (2025) -
Solving Heterogeneous Agent Models with Physics-informed Neural Networks
by: Grzeskiewicz, Marta
Published: (2025) -
Trading Graph Neural Network
by: Wu, Xian
Published: (2025) -
Supply Chain Disruptions, the Structure of Production Networks, and the Impact of Globalization
by: Elliott, Matthew L., et al.
Published: (2025)