[IDA ML Seminar] IDA ML Seminar - Jens Sjölund: Learning-based acceleration of scientific computations, November 9, 15:15-16:15

[Sourabh Balgi]

Welcome to an IDA Machine Learning Seminar on November 9, 15:15-16:15.

Jens Sjölund<https://jsjol.github.io/>, Department of Information Technology, Uppsala University


Title : Learning-based acceleration of scientific computations

Abstract: In this talk I will ask not what scientific computations can do for machine learning, but what machine learning can do for scientific computations. Computational models and simulators - many of them exceptionally demanding - are ubiquitous in science and engineering. I will introduce the general idea behind learning-based acceleration of scientific computations and survey recent works focusing on partial differential equations and optimization problems. After highlighting some of the limitations of these works I will, finally, argue that geometric deep learning is the way forward.

Location: Ada Lovelace, House B, https://www.ida.liu.se/department/location/search.en.shtml?keyword=ada




The list of future seminars in the series is available at: http://www.ida.liu.se/research/machinelearning/seminars/.
You can subscribe to the seminar series' calendar using this ics link: https://outlook.office365.com/owa/calendar/4d811ae47ce446f58d11a7c2f50a7ed8@ad.liu.se/0f5253d7bc7841248c71eb4c28eb2d668927992292494627279/calendar.ics<https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Foutlook.office365.com%2Fowa%2Fcalendar%2F4d811ae47ce446f58d11a7c2f50a7ed8%40ad.liu.se%2F0f5253d7bc7841248c71eb4c28eb2d668927992292494627279%2Fcalendar.ics&data=05%7C01%7Csourabh.balgi%40liu.se%7C8b9707f4b5794b4d191b08da8d088666%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637977364986504271%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=4WpD%2BBo%2Bl5n4OKAUPrZD6QyPdMKrhhX0R5Snk7TsK%2FM%3D&reserved=0>

Welcome!
IDA Machine Learning Group
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