Publications and Manuscripts
- M. Rubel, A. Meyers and G. Nicolosi. Fourier Learning Machines: Nonharmonic Fourier-Based Neural Networks for Scientific Machine Learning. Preprint. September, 2025.
- M. Rubel, G. Nicolosi. An Initial Condition-Dependent Neural Network Approach to Optimal Control Problems. Proceedings of the IISE Annual Conference & Expo 2025.
- G. Nicolosi, T. Friesz and C. Griffin. Approximations and Bounds for Optimal Controls via Finite Fourier Series. Physica Scripta. March, 2025.
- 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.
- 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.