Research

Publications and Manuscripts

1. M. Daysalilar, F. Uyguroglu, G. Nicolosi, A. Meyers. A Curriculum-Based Deep Reinforcement Learning Framework for the Electric Vehicle Routing Problem. Preprint, 2026.
2. H. Altalhi, K. Awuah-Offei, G. Nicolosi, A. Al Moinee, N. Al Habib. SustMine: A Framework for Integrating Sustainable Development Dimensions into Strategic Mine Planning. Submitted to Mining, Metallurgy & Exploration. December, 2025.
3. M. Rubel, A. Meyers and G. Nicolosi. Fourier Learning Machines: Nonharmonic Fourier-Based Neural Networks for Scientific Machine Learning. Transactions on Machine Learning Research. December, 2025.
4. M. Rubel, G. Nicolosi. An Initial Condition-Dependent Neural Network Approach to Optimal Control Problems. Proceedings of the IISE Annual Conference & Expo 2025.
5. G. Nicolosi, T. Friesz and C. Griffin. Approximations and Bounds for Optimal Controls via Finite Fourier Series. Physica Scripta. March, 2025.
6. G. Nicolosi and C. Griffin. Approximation of Optimal Control Surfaces for the Bass Model with Stochastic Dynamics. Proceedings of the IISE Annual Conference & Expo 2023.
7. G. Nicolosi, T. Friesz and C. Griffin. Approximation of Optimal Control Surfaces for 2×2 Skew-Symmetric Evolutionary Game Dynamics. Chaos, Solitons and Fractals. May, 2022.