Conventional nuclear measurement techniques, such as Monte Carlo simulations, are known for their extensive computational demands and prolonged processing times, especially when applied to unconventional reservoirs characterized by complex lithologies. These traditional methods often fall short in efficiently interpreting geological formations, presenting significant challenges in environments where precision and speed are critical.