Reservoir characterization involves predicting production. Production is a function of geophysical and geochemical parameters. Typically, these parameters are estimated from samples. The challenge is better predictions of these unknowns, as well as better tools for calculating production given a set of parameters. Two separate projects were demonstrated at Supercomputing 1997 in San Jose, CA. More information.