[Theory] TOMORROW: [TTIC Talks] 4/28 Research at TTIC: Rebecca Willet, University of Chicago

[Brandie Jones]

*When:*         Friday, April 28th* at 12:30pm CT  *


*Where:*        Talk will be given *live, in-person* at

                       TTIC, 6045 S. Kenwood Avenue

                        5th Floor, Room 530


*Virtually:*     via Panopto (Livestream
<https://uchicago.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=f45aad06-0e37-4c91-907a-af8f014f7bac>
)



*Who:*           Rebecca Willet, University of Chicago



*T**itle:*           Machine Learning in Science and Engineering


*Abstract:*   The potential for machine learning to revolutionize
scientific and engineering research is immense, but its transformative
power cannot be fully harnessed through the use of off-the-shelf tools
alone. To unlock this potential, novel methods are needed to integrate
physical models and constraints into learning systems, accelerate
simulations, and quantify model prediction uncertainty. In this
presentation, we will explore the opportunities and emerging tools
available to address these challenges in the context of inverse problems,
data assimilation, and reduced order modeling. By leveraging ideas from
statistics, optimization, scientific computing, and signal processing, we
can develop new and more effective machine learning methods that improve
predictive accuracy and computational efficiency in the natural sciences



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*Masks are optional in all common areas. **Full visitor guidance is
available at ttic.edu/visitors <http://ttic.edu/visitors>.*

***********************************************************************************************

*Research at TTIC Seminar Series*



TTIC is hosting a weekly seminar series presenting the research currently
underway at the Institute. Every week a different TTIC faculty member will
present their research.  The lectures are intended for students
seeking research topics and advisors and for the general TTIC and
University of Chicago communities interested in hearing what their
colleagues are up to.





-- 
*Brandie Jones *
*Executive **Administrative Assistant*
Toyota Technological Institute
6045 S. Kenwood Avenue
Chicago, IL  60637
www.ttic.edu
Working Remotely on Tuesdays
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