https://himanshuvnm.github.io/gift-kastl/ 2025 SciFM Conference Research Poster on the graph foundation model on the Discrete Fracture Networks dataset. We introduced a novel neural net layer to achieve high-end approximation based on the Kolmogorov-Arnold Superposition Theorem which now is also used in constructing KAN.