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{ "category": "SciPy 2012", "language": "English", "slug": "domain-specific-languages-for-partial-differentia", "speakers": [ "Andy Terrel" ], "tags": [ "Geophysics Mini-Symposia" ], "id": 1219, "state": 1, "title": "Domain Specific Languages for Partial Differential Equations using Ignition", "summary": "", "description": "As scientific computing pushes towards extreme scales, the programming wall is\nbecoming more apparent. For algorithms to scale on new architectures, they\noften must be rewritten accounting for completely different performance\ncharacteristics. A handful of the communities fastest codes have already\nturned to automatic code generation to tackle these issues. Code generation\ngives a user the ability to use the expressiveness of a domain specific\nlanguage and promises for better portability as architectures rapidly change.\n\nIn this presentation, I will show Ignition, a project for creating numerical\ncode generators. Python and SymPy make exceptional languages for developing\nthese code generators in a way that domain experts can understand and\nmanipulate. I show examples how Ignition can generate several different parts\nof geophysical simulations.\n\n", "quality_notes": "", "copyright_text": "CC BY-SA", "embed": "<object width=\"640\" height=\"390\"><param name=\"movie\" value=\";hl=en_US\"></param><param name=\"allowFullScreen\" value=\"true\"></param><param name=\"allowscriptaccess\" value=\"always\"></param><embed src=\";hl=en_US\" type=\"application/x-shockwave-flash\" width=\"640\" height=\"390\" allowscriptaccess=\"always\" allowfullscreen=\"true\"></embed></object>", "thumbnail_url": "", "duration": null, "video_ogv_length": null, "video_ogv_url": null, "video_ogv_download_only": false, "video_mp4_length": null, "video_mp4_url": "", "video_mp4_download_only": false, "video_webm_length": null, "video_webm_url": "", "video_webm_download_only": false, "video_flv_length": null, "video_flv_url": "", "video_flv_download_only": false, "source_url": "", "whiteboard": "", "recorded": "2012-07-18", "added": "2012-08-31T16:35:23", "updated": "2014-04-08T20:28:27.142" }