Bulent Soykan

According to our database, Bulent Soykan authored at least 20 papers between 2016 and 2026.

Collaborative distances:

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

2026

Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework.

Bulent Soykan, Gulsah Hancerliogullari Koksalmis, Hsin-Hsiung Huang, Laura J. Brattain

CoRR, April, 2026

Evaluating TabPFN for Mild Cognitive Impairment to Alzheimer's Disease Conversion in Data Limited Settings.

Brad Ye, Bulent Soykan, Gulsah Hancerliogullari Koksalmis, Hsin-Hsiung Huang, Laura J. Brattain

CoRR, April, 2026

CognitiveTwin: Robust Multi-Modal Digital Twins for Predicting Cognitive Decline in Alzheimer's Disease.

Bulent Soykan, Gulsah Hancerliogullari Koksalmis, Hsin-Hsiung Huang, Laura J. Brattain

CoRR, April, 2026

Toward Actionable Digital Twins for Radiation-Based Imaging and Therapy: Mathematical Formulation, Modular Workflow, and an OpenKBP-Based Dose-Surrogate Prototype.

Hsin-Hsiung Huang, Bulent Soykan

CoRR, March, 2026

Traffic and weather driven hybrid digital twin for bridge monitoring.

Phani Raja Bharath Balijepalli, Bulent Soykan, Veeraraghava Raju Hasti

CoRR, March, 2026

HGT-Scheduler: Deep Reinforcement Learning for the Job Shop Scheduling Problem via Heterogeneous Graph Transformers.

Bulent Soykan

CoRR, March, 2026

Graph-Enhanced Deep Reinforcement Learning for Multi-Objective Unrelated Parallel Machine Scheduling.

Bulent Soykan, Sean C. Mondesire, Ghaith Rabadi, Grace M. Bochenek

CoRR, February, 2026

2025

TESO Tabu Enhanced Simulation Optimization for Noisy Black Box Problems.

Bulent Soykan, Sean C. Mondesire, Ghaith Rabadi

CoRR, December, 2025

Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions.

Gulsah Hancerliogullari Koksalmis, Bulent Soykan, Laura J. Brattain, Hsin-Hsiung Huang

CoRR, April, 2025

A Hybrid Tabu Scatter Search Algorithm for Simulation-Based Optimization of Multi-Objective Runway Operations Scheduling.

Bulent Soykan

CoRR, February, 2025

Integrating human-machine systems and digital twin technologies: navigating trust, interoperability, and ethical challenges.

Soheil Sabri, Mahdi Aghaabbasi, Simon Reay Atkinson, Mary Jean Amon, Peter Hancock, Roger Azevedo, Megan Wiedbusch, Crystal Maraj, Sean C. Mondesire, Bulent Soykan, Stephen Fiore, Saeid Nahavandi, Ghaith Rabadi

Cogn. Syst. Res., 2025

A Proof-of-Concept Digital Twin for Real-Time Simulation: Leveraging a Model-Based Systems Engineering Approach.

Bulent Soykan, Grégoire Blanc, Ghaith Rabadi

IEEE Access, 2025

Real-Time Remaining Useful Life Prediction with LSTM Priority Resampling.

Tori Wright, Bulent Soykan, Sean C. Mondesire

Proceedings of the International Conference on Machine Learning and Applications, 2025

Real-Time Data Assimilation in Digital Twins via Particle Filters for Discrete Event Simulation.

Bulent Soykan, Ghaith Rabadi, Sean C. Mondesire

Proceedings of the 5th IEEE International Conference on Digital Twins and Parallel Intelligence, 2025

2024

Optimizing Job Shop Scheduling Problem Through Deep Reinforcement Learning and Discrete Event Simulation.

Bulent Soykan, Ghaith Rabadi

Proceedings of the Winter Simulation Conference, 2024

Optimizing Humanitarian Logistics with Deep Reinforcement Learning and Digital Twins.

Bulent Soykan, Ghaith Rabadi

Proceedings of the Annual Modeling and Simulation Conference, 2024

2023

Optimizing Multi Commodity Flow Problem Under Uncertainty: A Deep Reinforcement Learning Approach.

Bulent Soykan, Ghaith Rabadi

Proceedings of the International Conference on Machine Learning and Applications, 2023

Adaptive Scheduling In Dynamic Environments: A Data-Driven Approach With Digital Twins And Deep Reinforcement Learning.

Bulent Soykan, Ahmad A. Bany Abdelnabi, Ghaith Rabadi

Proceedings of the IEEE 3rd International Conference on Digital Twins and Parallel Intelligence, 2023

2022

A simulation-based optimization approach for multi-objective runway operations scheduling.

Bulent Soykan, Ghaith Rabadi

Simul., 2022

2016

A Hybrid Tabu/Scatter Search Algorithm for Simulation-Based Optimization of Multi-Objective Runway Operations Scheduling.

Bulent Soykan

PhD thesis, 2016