Lithium-ion (Li-ion) batteries have become omnipresent due to their high energy density and efficiency. However, their widespread use has brought attention to safety issues, particularly thermal runaway (TR). This phenomenon occurs when internal heat generation exceeds heat dissipation, leading to uncontrollable temperature increase and catastrophic failures