Muhamad Syukron 2025. A Patch-Based Transformer Approach to Nonlinear Dynamics Natural Gas Price Forecasting. (IJCSAM) International Journal of Computing Science and Applied Mathematics. 11, 2 (Dec. 2025), 76–82. DOI:https://doi.org/10.12962/j24775401.ijcsam.v11i2.8849.