We utilize regression loss function as our model will be trained to capture the trend of energy distribution amongst various diverse boron nanocluster. As explained earlier our model based on promolecule density can only approximate the energy, thus we are utilizing our model to gauge the energy distribution which will be helpful in case of a potential energy landscape exploration. The model utilizes the Adam optimizer for the purpose of backpropagation. The model is trained on AMD Ryzen-7 PRO 4750U CPU, 16 GB RAM with RADEON graphics card using the MATLAB R2021B.