retsof, that's because mathematical problems are usually asymmetric. Take primes, for example. It's hard to check whether a number is prime, but once you've found a factor it's easy to double check that the number -isn't- prime.

Life sciences are usually modelling problems, and sometimes non-deterministic. There's no way of checking the result apart from trying it again and seeing if the result is the same.