Emory University, Department of Mathematics

Program ID: Emory-REU [#1055]
Program Title: Computational Mathematics for Data Science Summer 2021
Program Type: Undergraduate program
Program Location: Atlanta, Georgia 30322, United States [map]
Subject Areas: Applied and Computational Mathematics, Machine Learning, Deep Learning, Image Processing, Fluid Dynamics, Modeling, Linear Algebra
Application Deadline: 2021/04/01 11:59PMhelp popup (posted 2021/01/05, listed until 2021/04/01)
Program Description:    

Subject to the approval of funding, the REU Site Computational Methods for Data Science within the Department of Mathematics at Emory University has several funded opportunities for undergraduate summer research. The site will be held in conjunction with the Emory Research Experience for Teachers that provides additional funding for in-service high school teachers.

Our site’s core activity is a six-week on-site research and training that will be hosted at Emory University in Atlanta, GA. This activity is preceded by a three-week virtual pre-REU/RET phase that focuses on team building, on-demand teaching of advanced mathematical concepts, and finalizing the design of the research projects. During the on-campus phase, the teams will work on their research project and receive mentorship from faculty, postdocs, and graduate students. The pre-REU/RET phase will start on May 24 and the on-campus phase will begin on June 14.

We particularly encourage women, students from underrepresented groups, first-generation college students, and institutions where research programs in STEM are limited to apply.

Supported participants will receive a stipend of $3,600, travel support of up to $800 to and from Emory, and free on-campus accommodations.

** 2021 Theme: “Learning from Images” **

The amount of imaging data generated on a single day, let alone a year, exceeds human imagination. With their ability to statistically analyze such large datasets, computational algorithms can enhance our ability to discover patterns. Key advances in image classification, image segmentation, and object recognition have fueled applications like image search and self-driving cars. In the medical realm, computational approaches have led to efficient and accurate diagnostic tools, support of treatment decisions, and accelerated drug discovery.

Our theme sheds light on the mathematical methods behind the above success stories and our projects seek to bring similar advances to new applications. Some projects will develop machine learning (ML) approaches for analyzing image datasets, others will develop partial differential equations (PDE) models for image processing. Our projects are interdisciplinary and involve leading experts from Emory’s School of Medicine (SoM).

For additional information about the theme and projects visit http://www.mathcs.emory.edu/site/scicomp/REURET/

** Prerequisites and Expectations **

The research projects are accessible to undergraduate students with a strong background in Linear Algebra, Vector Calculus, Differential Equations and elementary programming experience. To help participants learn other project-specific materials, our site includes a comprehensive research training plan. Our activities include professional development, a weekly lunch seminar, and social excursions in the Atlanta area.

**Eligibility:**

- Students must be enrolled in an undergraduate program at a US institution. US citizenship or permanent residency is preferred but not required (i.e., we have limited funds to support international students that are currently enrolled at a US institution)

- Students need to be able to commit some time during the pre-REU/RET phase between May 24 and June 11 (no more than one-hour synchronous activity per week) and must be available full-time between June 14 and July 30.


Application Materials Required:
Submit the following items online at this website to complete your application:
And anything else requested in the program description.

Further Info:
http://www.mathcs.emory.edu/site/scicomp/REURET/
 
Emory University
Dept. of Mathematics
400 Dowman Dr.
Atlanta, GA . 30322

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