The unique hybrid-kinetic Vlasiator is regularly deployed on the world’s largest supercomputers and function as is the most accurate near-Earth space simulation. This study is an approach to further enhance Vlasiator’s efficiency and computational efficacy through the development and implementation of a lossy restart algorithm. Leveraging neural network-based artificial intelligence, the research is focussing on a prototype for simplifying and reconstructing velocity distribution functions (VDFs), aiming to minimize computational load, optimize memory usage, and optimize … Continue reading ASTERIX
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