I truly do not understand your argument. First, nothing in my comment alludes to physics, except for maybe the involvement of time, which I can assure you is very much a concept in financial economics.
Second, financial economics is in no way unfamiliar with exponential growth. For instance, the compounding interest formula:
p-next = p-start * (1 - rate) ^ time