To determine the rate at which butter reaches room temperature from a chilled state, applying Newton's Law of Cooling is recommended. The process involves calculating the thermal resistances of butter conduction and convection, requiring the k coefficient of butter and the convection coefficients for the system. A series of resistances can be established to analyze the heat flow (Q) through conduction and convection, with the equation Q = h(Tr-Ts) being central to the calculations. Numerical methods or programming tools like Matlab can be used to model temperature changes over time, factoring in both conduction and convection effects. Ultimately, understanding the thermal dynamics of butter requires accounting for temperature gradients and natural convection.