Title: The Future of Stellar Seismology Travis Metcalfe NSF Fellow High Altitude Observatory, NCAR Abstract: In the past decade, helioseismology has revolutionized our understanding of the interior structure of the Sun. In the next decade, asteroseismology will place this knowledge into context, by providing structural data on pulsating stars all across the H-R diagram. Several current and planned satellite missions will soon unleash a flood of stellar pulsation data. Deriving reliable seismological constraints from these observations will require a significant improvement in our analysis methods. I have developed a computational method based on a parallel genetic algorithm to fit pulsation models to the observed oscillation frequencies in white dwarf stars. This has led to a number of interesting tests of fundamental physics, including a key astrophysical nuclear reaction rate and the theory of stellar crystallization. The impact of this method on our analysis of pulsating white dwarfs suggests that seismological modeling of other types of stars could also benefit from this approach.