In this work, we have obtained mass spectra, radiative decay widths and strong decay widths of newly observed excited \(\Omega _b^-\) states, i.e. \(\Omega _b(6316)^-\), \(\Omega _b(6330)^-\), \(\Omega _b(6340)^-\), and \(\Omega _b(6350)^-\). Mass spectrum is obtained in Hypercentral Constituent Quark Model (hCQM) by solving six-dimensional nonrelativistic Schrödinger equation via Artificila Neural Network (ANN). In this respect, radiative decay widhts are calculated by a generalization of a framework from meson to baryon. Also, strong decay widths of the low-lying \(\Omega _b\) states within \(^3P_0\) model are calculated. Obtained results are presented with the comparison of available experimental data and other theoretical studies.

中文翻译：

---

基于人工神经网络的超中心构成夸克模型中兴奋的$$ \ Omega _b ^-$$Ωb-状态的研究

在这项工作中，我们获得了新观察到的激发\（\ Omega _b ^-\）状态，即\（\ Omega _b（6316）^-\），\（\ Omega的质谱图，辐射衰减宽度和强衰减宽度_b（6330）^-\），\（\ Omega _b（6340）^-\）和\（\ Omega _b（6350）^-\）。通过Artificila神经网络（ANN）求解六维非相对论Schrödinger方程，可在超中心成分夸克模型（hCQM）中获得质谱。在这方面，辐射衰落宽度是通过对介子到重子框架的泛化来计算的。同样，\（^ 3P_0 \）内低洼\（\ Omega _b \）状态的强衰减宽度模型被计算。通过将现有实验数据与其他理论研究进行比较，得出了获得的结果。