Ilya Jackson

According to our database, Ilya Jackson authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

From natural language to simulations: applying AI to automate simulation modelling of logistics systems.

Ilya Jackson, María Jesús Sáenz, Dmitry A. Ivanov

Int. J. Prod. Res., February, 2024

Generative artificial intelligence in supply chain and operations management: a capability-based framework for analysis and implementation.

Ilya Jackson, Dmitry A. Ivanov, Alexandre Dolgui, Jafar Namdar

Int. J. Prod. Res., 2024

AI-based forecasting for optimised solar energy management and smart grid efficiency.

Pierre Bouquet, Ilya Jackson, Mostafa Nick, Amin Kaboli

Int. J. Prod. Res., 2024

2023

A review on reinforcement learning algorithms and applications in supply chain management.

Benjamin Rolf, Ilya Jackson, Marcel Müller, Sebastian Lang, Tobias Reggelin, Dmitry Ivanov

Int. J. Prod. Res., October, 2023

2022

AutoML Approach to Stock Keeping Units Segmentation.

Ilya Jackson

J. Theor. Appl. Electron. Commer. Res., 2022

From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics Systems.

Ilya Jackson, María Jesús Sáenz

CoRR, 2022

Deep Reinforcement Learning for Supply Chain Synchronization.

Ilya Jackson

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021

Adaptive Supply Chain: Demand-Supply Synchronization Using Deep Reinforcement Learning.

Zhandos Kegenbekov, Ilya Jackson

Algorithms, 2021

Automl Approach to Classification of Candidate Solutions for Simulation Models of Logistic Systems.

Ilya Jackson, Josue C. Velazquez-Martinez

Proceedings of the Winter Simulation Conference, 2021

2018

Dynamic Model of the Passenger Flow on rail Baltica.

Juri Tolujew, Irina Yatskiv, Ilya Jackson, Tobias Reggelin

Proceedings of the 2018 Winter Simulation Conference, 2018

The Discrete-Event Approach to Simulate Stochastic Multi-Product (r, Q) Inventory Control Systems.

Ilya Jackson, Jurijs Tolujevs

Proceedings of the Information Modelling and Knowledge Bases XXX, 2018