One of the most difficult aspects of materials in general, and nuclear materials especially, is the connection between microscopic quantities and nuclear stucture and macroscopic quantities. There are several quantities physically that are directly correlated to the potential well shape, and they are important as is, but especially so as a template for understanding the micro-to-macro correlation. Most of this material is easily found in [Nastasi].
As can be guessed, the binding energy of a material or nucleus is defined directly by the depth of the potential well and can be expressed as
The elastic modulus corresponds to the second derivative of the potential at its minimum. This can physically be considered as the slope required to get out of the potential well, which corresponds to how much energy it takes to move the material.
The coefficient of thermal expansion is inversely proportional to the elastic modulus. A diagram of the mean atom position inside the potential well can be useful to think about this, showing that with a lower elastic modulus, the mean atom position changes more for each unit energy.