The proposed computational framework provides a powerful tool for investigating HFrEF progression and electromechanical dysfunction. By accurately replicating pressure-volume loop characteristics and hemodynamic alterations commonly seen in clinical settings, this model enhances the understanding of HFrEF and may support the development of targeted therapeutic strategies.