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• Foundational research themes of Scientific Machine Learning
• Opportunities for Scientific Machine Learning impact
HPC challenges for new extreme scale applications
“What will we do with exascale computers?”
HPC Challenges for New Extreme Scale Applications
I survey some results obtained for sparse linear algebra for iterative methods and for machine learning methods.
I also discuss on the potential evolution we would face to be able to mix computational science, data science and machine learning on future faster supercomputers, based on some published examples.
