Scientists' ability to generate and store simulation results is outpacing their ability to analyze
them via ad hoc programs. We observe that these programs exhibit an algebraic structure …

Scientific endeavors such as large astronomical surveys generate databases on the terabyte
scale. These, usually multidimensional databases must be visualized and mined in order to …

As we ride on a wave of technological innovation towards the age of petascale computing,
massive input data models and voluminous output data sets involved in large-scale parallel …

In materials such as silicon and various aluminum alloys, cracks initiate and propagate
along the interfaces between polycrystals known as grain boundaries. When the cracks …

Nowadays, computer-based simulations are increasingly adopted in both industry and
science. In particular, simulations may imitate the spatial and/or temporal behavior of usually …

Scalability is an important problem in epidemiological applications that simulate complex
intervention scenarios over large datasets. Indemics is one such interactive data intensive …

The methods proposed in the spatiotemporal databases community to represent the
continuous evolution of real-world phenomena from observations do not consider the …

The need for large-scale scientific data management is today more pressing than ever, as
modern sciences need to store and process terabyte-scale data volumes. Traditional …