Coastlines host large human populations, many key natural resources, and important biodiversity hotspots. Given that coastlines are at risk of catastrophic change due to subsidence, sea level rise, increased storm intensity, and other threats, we need to understand how coastlines change through time. An integrated understanding of how Earth’s surface has changed in the geologic past, and how it will change in the future, requires that we understand how sediment is distributed from its sources on continents to the ocean floor. The Atlantic coast of North America is one coastline with a history that is strongly debated, yet there has not been an attempt to use model simulations of Earth surface change to reconstruct the geologic history of this region. One reason for this knowledge gap is the lack of computer models that are able to simulate the deposition of sediment in deep-ocean environments. We will construct a new computer model of surface change at coastlines that includes deep-ocean sediment processes, and use it to better understand the geologic history of the U.S. Atlantic coast. By addressing this knowledge gap, we will improve our ability to understand change at all of Earth’s coastlines, which has important implications for energy research, carbon capture and storage endeavors, and the long-term sustainability of coastal communities. The objectives of this study are to 1) develop a new computer model for deep-ocean sediment processes, 2) test that model by comparing it against observations, and 3) use the new model to extract the geologic history of the U.S. Atlantic coast.