Stories about Algorithms
Verifying next-generation computing simulations
Scientific model algorithms get a makeover to increase confidence in results
Research projects about Algorithms
The DEDALE project targets the development of new tools for the era of Big Data. Such tools are analysis methods based on a machine learning approach and designed for multivariate, manifold-based signals. The ultimate goal is to enable better preservation of the intrinsic properties of the real data.
The VECMA project aims to increase the confidence on scientific simulations running on peta- and exascale computers. To this aim, an algorithm which verifies and validates simulations, along with estimating their uncertainty, is developed. The outcomes of the project may find applications on many different fields, from drug discovery to material science.