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<h1>Welcome to the [http://www.marquette.edu Marquette University] [http://www.mscs.mu.edu MSCS Department] REU Wiki</h1>
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<h1>Welcome to the [http://www.marquette.edu Marquette University] Data Science REU Wiki</h1>
  
[[Image:REU-2017-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2017_Projects]][[Image:REU-2016-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2016_Projects]] [[Image:REU-2015-GroupPhoto.jpg|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2015_Projects]] [[Image:REU-2014-GroupPhoto.jpg|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2014_Projects]] [[Image:REU-2013-GroupPhoto.jpg|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2013_Projects]] [[Image:REU-2012-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2012_Projects]] [[Image:REU-2011-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2011_Projects]]  
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[[Image:Reu2020.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2020_Projects]][[Image:REU-2018-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2018_Projects]][[Image:REU-2017-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2017_Projects]][[Image:REU-2016-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2016_Projects]] [[Image:REU-2015-GroupPhoto.jpg|475px|link=http://reu.cs.mu.edu/index.php/Summer_2015_Projects]] [[Image:REU-2014-GroupPhoto.jpg|475px|link=http://reu.cs.mu.edu/index.php/Summer_2014_Projects]] [[Image:REU-2013-GroupPhoto.jpg|475px|link=http://reu.cs.mu.edu/index.php/Summer_2013_Projects]] [[Image:REU-2012-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2012_Projects]] [[Image:REU-2011-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2011_Projects]]  
  
 
== Summer Research Experience for Undergraduates ==
 
== Summer Research Experience for Undergraduates ==
  
'''Computation Across the Disciplines'''
 
  
Throughout science and engineering fields, the availability of cheap
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'''Research Experiences for Undergraduates (REU) Site : Data Science Across Disciplines'''
computer processing power is driving increased interest in large-scale
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and multi-scale problems that were previously thought to be
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'''June 1 - August 6, 2021'''
intractable or unsolvable through traditional methods. The rise of
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high-throughput, parallel, and distributed computing technologies has
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'''Sponsored by National Science Foundation [https://www.nsf.gov/awardsearch/showAward?AWD_ID=1950826 Award#1950826]'''
created a great need for researchers and practitioners with a deep
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understanding of computer science, mathematical modeling and
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'''Hosted by Marquette University—[https://www.marquette.edu/computer-science/ Department of Computer Science], Milwaukee, WI'''
statistical methods who can work across disciplines to build real
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solutions. This can include developing new computational
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It is now well established that there is a critical need for data science researchers who can think creatively to solve problems in interdisciplinary fields such as healthcare, social science, and exercise science. Further, there exists scarcity of workforce and opportunities to train the next generation of researchers to tackle the problems in data science. To address the scarcity, this Data Science Across Disciplines Research Experiences for Undergraduates Site (DSAD-REU) will immerse undergraduate students in an interdisciplinary research-intensive training and mentoring program.  
methodologies, computer software and/or computer systems, as well as
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new theoretical models.
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{| cellpadding="10" cellspacing="10"
 
{| cellpadding="10" cellspacing="10"
| [[Image:Fitzgerald-finaldata.jpg|200px]]
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| [[Image:Opioid-fig.png|200px]]
 +
<!-- | [[Image:Fitzgerald-finaldata.jpg|200px]] -->
 
| [[Image:XINUNetStack-Print.jpeg|100px]]
 
| [[Image:XINUNetStack-Print.jpeg|100px]]
 
| [[Image:Fitzgerald-bestfit.jpg|200px]]
 
| [[Image:Fitzgerald-bestfit.jpg|200px]]
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|}
 
|}
  
 
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<!--
 
At the same time, ever smaller computing platforms have inserted
 
At the same time, ever smaller computing platforms have inserted
 
computation into mobile, embedded, and ubiquitous realms of human
 
computation into mobile, embedded, and ubiquitous realms of human
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|}
 
|}
  
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-->
 
Our mentor research areas lie in all of these areas, as well
 
Our mentor research areas lie in all of these areas, as well
 
as in how people learn to work in these fields, and how we prepare the
 
as in how people learn to work in these fields, and how we prepare the
next generation of students to explore computational sciences and
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next generation of students to explore data science.
mathematics.
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<!--
 
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{| cellpadding="10" cellspacing="10"
 
{| cellpadding="10" cellspacing="10"
 
| [[Image:Kanter-graph2.png|200px]]
 
| [[Image:Kanter-graph2.png|200px]]
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| [[Image:Stochl-model.png|200px]]
 
| [[Image:Stochl-model.png|200px]]
 
|}
 
|}
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-->
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 +
Highlights
 +
* Research themes/projects from different areas in data science such as core data science, exercise science, healthcare, social science and spatial analytics.
 +
* 3-day mini boot camp on introduction to data science (first week of the program).
 +
* Mentoring by researchers at Marquette University, Milwaukee, WI.
 +
* Professional and leadership development opportunities.
 +
* Poster presentation, technical report and publication opportunities.
 +
 +
==== Data Science REU Summer 2021 Flyer ====
 +
We expect to run the program virtual in 2021.
 +
 +
Please find the Data Science REU Summer 2021 flyer in [[Media:DataScience-REU-Summer-2021Flyer.pdf| pdf ]] and
 +
[[Media:Flyer-DataScience-REU-2021.jpg| jpg ]] formats.
 +
 +
<!--
 +
{| cellpadding="10" cellspacing="10"
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| [[Image:Flyer-DataScience-REU-2021.jpg|400px]]
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|}
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-->
  
 
== [[Application Process]] ==
 
== [[Application Process]] ==
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== Research Areas ==
 
== Research Areas ==
  
Applied Mathematical Modeling:
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Healthcare
 +
* [[Predict Risk of Opioid Use Disorder]]. Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
  
* [[Using Gaussian Stochastic Processes (GaSP) for Hazard Mapping]].  Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Elaine Spiller]
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* [[Machine Learning Models for Multi Robot Secure Coordination in a Healthcare Facility]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
* [[Risk Modeling for Pyroclastic Volcano Flows]].  Mentor [http://www.marquette.edu/mscs/facstaff-spiller.shtml Dr. Elaine Spiller]
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* [[Data Assimilation For Fluid Dynamic Models]].  Mentor [http://www.mscs.mu.edu/mscs/faculty/spiller.html Dr. Elaine Spiller]
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<!--* [http://acm.mscs.mu.edu/wiki-reu/index.php/Natural_Gas_Forecasting GasDay-GasHour Inequality]  Mentor [http://www.eng.mu.edu/corlissg/ Dr. George Corliss]-->
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<!--* [[Minimizing Total Distance in Sudoku Number Entry]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
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<!--* [[Developing Methods to Study Complex Food Webs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
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<!--* [[Application of Competition Graphs and (1,2)-step Competition Graphs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
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* [[The Role of Leptin in Fat, Inflammation and the Immune System]].  Mentor: [http://www.mscs.mu.edu/~stevem/ Dr. Stephen Merrill]
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* [[Characteristics of the (i,j)-Step Competition Graphs of Real Food Webs]].  Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]
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<!-- *[[Linear Regression Model Trees for Electric Load Forecasting]].  Mentor: [http://www.marquette.edu/electrical-computer-engineering/povinelli-richard.php Dr. Richard Povinelli]-->
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Bioinformatics and Computational Biology
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* [[Predict Likelihood of Completion for Future Lifestyle Medicine Program ]]. Mentor [https://www.linkedin.com/in/olga-kozlova-ma-mba-41919419/ Ms. Olga Kozlova] & [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
* [[Discovering Significant Pathways of Gene Regulation]]. Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
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* [[Inferring Cancer-Specific MicroRNA-gene Networks]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
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* [[An Integrated Framework for Identifying Context-Specific Gene-Drug Interactions]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
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* [[Reverse Engineering Gene Regulatory Networks by Integrating Multiple Types of High-Dimensional Biological Datasets]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
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* [[SUPREME: A Cancer Subtype Prediction Methodology by Integrating High-Dimensional Biological Datasets]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
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High Performance Computing and Computational Science:
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* [[Capturing nutritional value at the point of consumption using accessible and inexpensive technologies ]]. Mentor [https://www.marquette.edu/computer-science/directory/walter-bialkowski.php Dr. Walt Bialkowski] & [https://www.marquette.edu/nursing/directory/randall-gretebeck.php Dr. Randall Gretebeck]
<!-- * [[Summarizing DNA Methylation Data at the Gene Level]]. Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]-->
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* [[Deep Learning and Energy Forecasting]].  Mentors: GasDay Laboratory's [http://www.marquette.edu/electrical-computer-engineering/povinelli-richard.php Dr. Richard Povinelli], [http://www.marquette.edu/mscs/facstaff-corliss.shtml Dr. George Corliss], [http://www.marquette.edu/electrical-computer-engineering/brown-ronald.php Dr. Ron Brown], Tom Quinn
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* [[Accelerating Geo-Spatial Computations Using High Performance Computing]].  Mentor [http://www.marquette.edu/mscs/facstaff-puri.shtml Dr. Satish Puri]
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Embedded, Mobile, and Ubiquitous Systems:
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Data Science Algorithms Ethics, Fairness and HCI:
 +
* [[Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]].  Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer]
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* [[Preventing Postpartum Mental Health Problems]].  Mentor [https://sabiratrubya.com/ Dr. Sabirat Rubya]
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* [[The Zuckerberg Files: Analyzing the Discourse of Mark Zuckerberg]].  Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer]
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* [[Assessing the Framing and Priorities of Data Science Programs]].  Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer]
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* [[Using Bayesian Networks in Adaptive Online Skill Training]].  Mentor [https://www.marquette.edu/computer-science/directory/thomas-kaczmarek.php Dr. Tom Kaczmarek]
  
<!-- * [[Seeing Beyond Visibility: Mobile Security]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed] -->
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Exercise Science
<!--* [[ADA Compliance Toolkit: Mobile Sensors]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed] -->
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* [[hrvMarquette: Heart Rate Variability Estimation]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
* [[Embedded Xinu Operating System on Raspberry Pi]].  Mentor [[User:Brylow|Dr. Dennis Brylow]]
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* [[parent and child physical activity and sleep in determining overweight and obese children’s behaviors]].  Mentor [https://www.marquette.edu/physical-therapy/directory/paula-papanek.php Dr. Paula Papanek]
* [[Self-Contained Solar Energy Experiment Kits]].  Mentors [[User:Brylow|Dr. Dennis Brylow]] and Dr. Lisa Bosman.
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<!--* [[H^3 App: Blackberry Highway Exit Helper for Hungry Travelers]].  Mentor [http://www.marquette.edu/mscs/facstaff-madiraju.shtml Dr. Praveen Madiraju]-->
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* [[Personalizing Places of Interest Using Social Media Analysis]].  Mentor [http://www.marquette.edu/mscs/facstaff-madiraju.shtml Dr. Praveen Madiraju]
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* [[Complex Activity Recognition]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed]
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Security:
 
Security:
 +
* [[Prototyping SGX-MR: efficient access-pattern]]. Mentor [https://sites.google.com/view/kekechen Dr. Keke Chen]
 +
* [[Intrusion Detection in Swarm Robotics]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
 +
* [[Cyber Security Vulnerabilities in Avionics Networking]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
 +
* [[Networking in Electronic Financial Markets]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
  
* [[Intrusion Detection in Swarm Robotics]]. Mentor [http://www.marquette.edu/mscs/facstaff-perouli.shtml Dr. Debbie Perouli]
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Social Science
* [[Cyber Security Vulnerabilities in Avionics Networking]]. Mentor [http://www.marquette.edu/mscs/facstaff-perouli.shtml Dr. Debbie Perouli]
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* [[Association between crime, places, and neighborhood characteristics]]. Mentor [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden]
* [[Networking in Electronic Financial Markets]]. Mentor [http://www.marquette.edu/mscs/facstaff-perouli.shtml Dr. Debbie Perouli]
+
  
Data Science:
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Computer Science Education:
 +
* [[Modeling the Spread of K-12 Computer Science in Wisconsin]].  Mentor [[User:Brylow|Dr. Dennis Brylow]]
  
* [[Studying Crisis Events on Social Media for non-WEIRD people]]. Mentor [http://www.marquette.edu/mscs/facstaff-guha.shtml Dr. Shion Guha]
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* [[Generating and Analyzing Collective Concept Maps]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
* [[Deconstructing Spatial Clustering Algorithms To Explore Biases in Crime Analysis]].  Mentor [http://www.marquette.edu/mscs/facstaff-guha.shtml Dr. Shion Guha]
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* [[Using Bayesian Networks in Adaptive Online Skill Training]].  Mentor [http://www.marquette.edu/mscs/facstaff-kaczmarek.shtml Dr. Tom Kaczmarek]
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* [[Understanding Unanticipated, Social Consequences of Popular Algorithms]].  Mentor [http://www.marquette.edu/mscs/facstaff-guha.shtml Dr. Shion Guha]
+
  
Mathematics and Computer Science Education:
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Spatial Analytics
 +
* [[Finding hotspots in geo-spatial data using spatial statistics]].  Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri]
  
<!-- * [[Relational Thinking Strategies of Pre-Service Mathematics Teachers and Their Students]].  [[User:Ramm1576|Laura Ramm]]  Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
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Environmental Science
* [[Looking Deeper at Inquiry-Based Instruction and Mathematics]].  Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]-->
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* [[Data Science using remote sensing data for predicting sea ice thickness]].  Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri]
* [[Mathematical Argumentation in K-8]]. Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
+
  
* [[Self-Contained Solar Energy Experiment Kits]].  Mentors [[User:Brylow|Dr. Dennis Brylow]] and Dr. Lisa Bosman.
+
 
<!-- * [[Game Engine for Serious Educational Games]].  Mentors [http://www.marquette.edu/ctl/about/staff.shtml Dr. Shaun Longstreet] and [http://www.utdallas.edu/~kcooper/ Dr. Kendra Cooper].-->
+
High Performance Computing and Computational Science:
 +
* [[Accelerating Geo-Spatial Computations Using High Performance Computing]].  Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri]
 +
 
 +
Embedded, Mobile, and Ubiquitous Systems:
 +
* [[Embedded Xinu Operating System on Raspberry Pi]].  Mentor [[User:Brylow|Dr. Dennis Brylow]]
 +
* [[Personalizing Places of Interest Using Social Media Analysis]].  Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
 +
* [[Complex Activity Recognition]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
  
 
== Projects from Previous Years ==
 
== Projects from Previous Years ==
 +
[[Summer 2021 Projects]]
 +
 +
[[Summer 2020 Projects]]
 +
 +
[[Image:FrydrychowiczReuPoster.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Frydrychowicz.png]]
 +
[[Image:Poster-2020-Gebhard.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Gebhard.png]]
 +
[[Image:Burkholder_PosterPresentation_Wiki.jpg|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Burkholder.pdf]]
 +
[[Image:Poster-2020-Austin.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Austin.png]]
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[[Image:Poster-2020-Rambasek-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Rambasek.pdf]]
 +
[[Image:Nemoto_REU_Poster.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Nemoto.png]]
 +
[[Image:2020PosterLogan.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Logan.pdf]]
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[[Image:Poster-2020-McDougal-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-McDougal.png]]
 +
[[Image:Poster-2020-Bravo-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Bravo.pdf]]
 +
[[Image:Poster-2020-Doyle-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Doyle.pdf]]
 +
[[Image:Poster-2020-Repaci-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Repaci.png]]
 +
[[Image:Poster-2020-Daguinsin-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Daguinsin.png]]
 +
[[Image:Poster-2020-Moravec-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Moravec.png]]
 +
[[Image:Poster-2020-Latinovich-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Latinovich.png]]
 +
 
[[Summer 2018 Projects]]
 
[[Summer 2018 Projects]]
  
[[Image:Poster-2018-Coffee-Johnson-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Coffee-Johnson.pdf]]
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[[Image:Poster-2018-Coffee-Johnson-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Coffee-Johnson.pdf]]
[[Image:Poster-2018-Collins-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Collins.pdf]]
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[[Image:Poster-2018-Collins-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Collins.pdf]]
[[Image:Poster-2018-dAlmeida-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-dAlmeida.pdf]]
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[[Image:Poster-2018-dAlmeida-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-dAlmeida.pdf]]
[[Image:Poster-2018-Henry-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Henry.pdf]]
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[[Image:Poster-2018-Henry-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Henry.pdf]]
[[Image:Poster-2018-Jefferson-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Jefferson.pdf]]
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[[Image:Poster-2018-Jefferson-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Jefferson.pdf]]
[[Image:Poster-2018-Levandowski-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Levandowski.pdf]]
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[[Image:Poster-2018-Levandowski-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Levandowski.pdf]]
[[Image:Poster-2018-Moras-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Moras.pdf]]
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[[Image:Poster-2018-Moras-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Moras.pdf]]
[[Image:Poster-2018-Su-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Su.pdf]]
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[[Image:Poster-2017-Schultz-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Schultz.pdf]]
[[Image:Poster-2018-Weathington-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weathington.pdf]]
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[[Image:Poster-2018-Su-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Su.pdf]]
[[Image:Poster-2018-Webster-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Webster.pdf]]
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[[Image:Poster-2018-Weathington-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weathington.pdf]]
[[Image:Poster-2018-Weiner-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weiner.pdf]]
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[[Image:Poster-2018-Webster-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Webster.pdf]]
[[Image:Poster-2018-Weithers-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weithers.pdf]]
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[[Image:Poster-2018-Weiner-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weiner.pdf]]
 +
[[Image:Poster-2017-Weithers-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weithers.pdf]]
  
 
[[Summer 2017 Projects]]
 
[[Summer 2017 Projects]]
  
[[Image:Poster-2017-Babcock-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Babcock.pdf]]
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[[Image:Poster-2017-Babcock-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Babcock.pdf]]
[[Image:Poster-2017-Bansal-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Bansal.pdf]]
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[[Image:Poster-2017-Bansal-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Bansal.pdf]]
[[Image:Poster-2017-Berlstein-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Berlstein.pdf]]
+
[[Image:Poster-2017-Berlstein-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Berlstein.pdf]]
[[Image:Poster-2017-Black-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Black.pdf]]
+
[[Image:Poster-2017-Black-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Black.pdf]]
[[Image:Poster-2017-Coyne-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Coyne.pdf]]
+
[[Image:Poster-2017-Coyne-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Coyne.pdf]]
[[Image:Poster-2017-Gratacos-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Gratacos.pdf]]
+
[[Image:Poster-2017-Gratacos-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Gratacos.pdf]]
[[Image:Poster-2017-Kinzler-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Kinzler.pdf]]
+
[[Image:Poster-2017-Kinzler-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Kinzler.pdf]]
[[Image:Poster-2017-Kohli-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Kohli.pdf]]
+
[[Image:Poster-2017-Kohli-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Kohli.pdf]]
[[Image:Poster-2017-Latinovich-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Latinovich.pdf]]
+
[[Image:Poster-2017-Latinovich-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Latinovich.pdf]]
[[Image:Poster-2017-Lazar-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Lazar.pdf]]
+
[[Image:Poster-2017-Lazar-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Lazar.pdf]]
[[Image:Poster-2017-McGee-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-McGee.pdf]]
+
[[Image:Poster-2017-McGee-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-McGee.pdf]]
[[Image:Poster-2017-Nass-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Nass.pdf]]
+
[[Image:Poster-2017-Nass-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Nass.pdf]]
[[Image:Poster-2017-Olson-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Olson.pdf]]
+
[[Image:Poster-2017-Olson-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Olson.pdf]]
[[Image:Poster-2017-Pancha-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Pancha.pdf]]
+
[[Image:Poster-2017-Pancha-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Pancha.pdf]]
[[Image:Poster-2017-Poulton-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Poulton.pdf]]
+
[[Image:Poster-2017-Poulton-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Poulton.pdf]]
  
 
[[Summer 2016 Projects]]
 
[[Summer 2016 Projects]]
  
[[Image:Poster-2016-Cronce-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Cronce.pdf]]
+
[[Image:Poster-2016-Cronce-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Cronce.pdf]]
[[Image:Poster-2016-Baker-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Baker.pdf]]
+
[[Image:Poster-2016-Baker-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Baker.pdf]]
[[Image:Poster-2016-Sisk-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Sisk.pdf]]
+
[[Image:Poster-2016-Sisk-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Sisk.pdf]]
[[Image:Poster-2016-Bielke-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Bielke.pdf]]   
+
[[Image:Poster-2016-Bielke-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Bielke.pdf]]   
[[Image:Poster-2016-Miller-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Miller.pdf]]
+
[[Image:Poster-2016-Miller-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Miller.pdf]]
[[Image:Poster-2016-Sommerkamp-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Sommerkamp.pdf]]
+
[[Image:Poster-2016-Sommerkamp-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Sommerkamp.pdf]]
[[Image:Poster-2016-Nguyen-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Nguyen.pdf]]   
+
[[Image:Poster-2016-Nguyen-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Nguyen.pdf]]   
[[Image:Poster-2016-Subramanian-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Subramanian.pdf]]
+
[[Image:Poster-2016-Subramanian-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Subramanian.pdf]]
[[Image:Poster-2016-Loew-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Loew.pdf]]   
+
[[Image:Poster-2016-Loew-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Loew.pdf]]   
[[Image:Poster-2016-Ruiz-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Ruiz.pdf]]
+
[[Image:Poster-2016-Ruiz-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Ruiz.pdf]]
[[Image:Poster-2016-Hong-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Hong.pdf]]
+
[[Image:Poster-2016-Hong-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Hong.pdf]]
[[Image:Poster-2016-Morley-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Morley.pdf]]
+
[[Image:Poster-2016-Morley-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Morley.pdf]]
[[Image:Poster-2016-Hunpatin-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Hunpatin.pdf]]
+
[[Image:Poster-2016-Hunpatin-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Hunpatin.pdf]]
[[Image:Poster-2016-Thomas-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Thomas.pdf]]
+
[[Image:Poster-2016-Thomas-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2016/Posters/Poster-2016-Thomas.pdf]]
  
 
[[Summer 2015 Projects]]
 
[[Summer 2015 Projects]]
  
[[Image:Poster-2015-Abolt-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Abolt.pdf]]
+
[[Image:Poster-2015-Abolt-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Abolt.pdf]]
[[Image:Poster-2015-Barros-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Barros.pdf]]
+
[[Image:Poster-2015-Barros-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Barros.pdf]]
[[Image:Poster-2015-Bihn-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Bihn.pdf]]
+
[[Image:Poster-2015-Bihn-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Bihn.pdf]]
[[Image:Poster-2015-Cram-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Cram.pdf]]
+
[[Image:Poster-2015-Cram-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Cram.pdf]]
[[Image:Poster-2015-Cui-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Cui.pdf]]
+
[[Image:Poster-2015-Cui-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Cui.pdf]]
[[Image:Poster-2015-Dela-Sancha-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Dela-Sancha.pdf]]
+
[[Image:Poster-2015-Dela-Sancha-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Dela-Sancha.pdf]]
[[Image:Poster-2015-Handley-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Handley.pdf]]
+
[[Image:Poster-2015-Handley-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Handley.pdf]]
[[Image:Poster-2015-Hunpatin-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Hunpatin.pdf]]
+
[[Image:Poster-2015-Hunpatin-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Hunpatin.pdf]]
[[Image:Poster-2015-King-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-King.pdf]]
+
[[Image:Poster-2015-King-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-King.pdf]]
[[Image:Poster-2015-Martinkus-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Martinkus.pdf]]
+
[[Image:Poster-2015-Martinkus-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Martinkus.pdf]]
[[Image:Poster-2015-Martin-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Martin.pdf]]
+
[[Image:Poster-2015-Martin-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Martin.pdf]]
[[Image:Poster-2015-Minucci-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Minucci.pdf]]
+
[[Image:Poster-2015-Minucci-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Minucci.pdf]]
[[Image:Poster-2015-Mivshek-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Mivshek.pdf]]
+
[[Image:Poster-2015-Mivshek-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Mivshek.pdf]]
[[Image:Poster-2015-Moore-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Moore.pdf]]
+
[[Image:Poster-2015-Moore-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Moore.pdf]]
[[Image:Poster-2015-OHare-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-OHare.pdf]]
+
[[Image:Poster-2015-OHare-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-OHare.pdf]]
[[Image:Poster-2015-Schmitt-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Schmitt.pdf]]
+
[[Image:Poster-2015-Schmitt-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Schmitt.pdf]]
[[Image:Poster-2015-Stolz-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Stolz.pdf]]
+
[[Image:Poster-2015-Stolz-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2015/Posters/Poster-2015-Stolz.pdf]]
  
 
[[Summer 2014 Projects]]
 
[[Summer 2014 Projects]]
  
[[Image:Poster-2014-Bajzek-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Bajzek.pdf]]
+
[[Image:Poster-2014-Bajzek-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Bajzek.pdf]]
[[Image:Poster-2014-Bergner-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Bergner.pdf]]
+
[[Image:Poster-2014-Bergner-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Bergner.pdf]]
[[Image:Poster-2014-Casey-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Casey.pdf]]
+
[[Image:Poster-2014-Casey-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Casey.pdf]]
[[Image:Poster-2014-Hadjiyski-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Hadjiyski.pdf]]
+
[[Image:Poster-2014-Hadjiyski-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Hadjiyski.pdf]]
[[Image:Poster-2014-Mivshek-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Mivshek.pdf]]
+
[[Image:Poster-2014-Mivshek-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Mivshek.pdf]]
[[Image:Poster-2014-Much-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Much.pdf]]
+
[[Image:Poster-2014-Much-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Much.pdf]]
[[Image:Poster-2014-Naugle-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Naugle.pdf]]
+
[[Image:Poster-2014-Naugle-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Naugle.pdf]]
[[Image:Poster-2014-Savoia-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Savoia.pdf]]
+
[[Image:Poster-2014-Savoia-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Savoia.pdf]]
[[Image:Poster-2014-Schumacher-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Schumacher.pdf]]
+
[[Image:Poster-2014-Schumacher-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2014/Posters/Poster-2014-Schumacher.pdf]]
  
 
[[Summer 2013 Projects]]
 
[[Summer 2013 Projects]]
  
[[Image:Poster-2013-Biggers-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Biggers.pdf]]
+
[[Image:Poster-2013-Biggers-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Biggers.pdf]]
[[Image:Poster-2013-Breault-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Breault.pdf]]
+
[[Image:Poster-2013-Breault-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Breault.pdf]]
[[Image:Poster-2013-Guth-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Guth.pdf]]
+
[[Image:Poster-2013-Guth-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Guth.pdf]]
[[Image:Poster-2013-Harunani-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Harunani.pdf]]
+
[[Image:Poster-2013-Harunani-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Harunani.pdf]]
[[Image:Poster-2013-Hunter-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Hunter.pdf]]
+
[[Image:Poster-2013-Hunter-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Hunter.pdf]]
[[Image:Poster-2013-Millar-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Millar.pdf]]
+
[[Image:Poster-2013-Millar-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Millar.pdf]]
[[Image:Poster-2013-Much-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Much.pdf]]
+
[[Image:Poster-2013-Much-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Much.pdf]]
[[Image:Poster-2013-Ramm-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Ramm.pdf]]
+
[[Image:Poster-2013-Ramm-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Ramm.pdf]]
[[Image:Poster-2013-Smith-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Smith.pdf]]
+
[[Image:Poster-2013-Smith-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Smith.pdf]]
[[Image:Poster-2013-Sponberg-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Sponberg.pdf]]
+
[[Image:Poster-2013-Sponberg-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Sponberg.pdf]]
[[Image:Poster-2013-Streeter-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Streeter.pdf]]
+
[[Image:Poster-2013-Streeter-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Streeter.pdf]]
[[Image:Poster-2013-Thompson-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Thompson.pdf]]
+
[[Image:Poster-2013-Thompson-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Thompson.pdf]]
[[Image:Poster-2013-Vilwock-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Vilwock.pdf]]
+
[[Image:Poster-2013-Vilwock-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2013/Posters/Poster-2013-Vilwock.pdf]]
  
 
[[Summer 2012 Projects]]
 
[[Summer 2012 Projects]]
  
[[Image:Poster-2012-Ahlert-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Ahlert.pdf]]
+
[[Image:Poster-2012-Ahlert-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Ahlert.pdf]]
[[Image:Poster-2012-Becherer-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Becherer.pdf]]
+
[[Image:Poster-2012-Becherer-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Becherer.pdf]]
[[Image:Poster-2012-Cummings-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Cummings.pdf]]
+
[[Image:Poster-2012-Cummings-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Cummings.pdf]]
[[Image:Poster-2012-Dirkman-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Dirkman.pdf]]
+
[[Image:Poster-2012-Dirkman-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Dirkman.pdf]]
[[Image:Poster-2012-Han-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Han.pdf]]
+
[[Image:Poster-2012-Han-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Han.pdf]]
[[Image:Poster-2012-Kehr-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Kehr.pdf]]
+
[[Image:Poster-2012-Kehr-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Kehr.pdf]]
[[Image:Poster-2012-Miller-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Miller.pdf]]
+
[[Image:Poster-2012-Miller-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Miller.pdf]]
[[Image:Poster-2012-Sudol-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Sudol.pdf]]
+
[[Image:Poster-2012-Sudol-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Sudol.pdf]]
[[Image:Poster-2012-Weber-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Weber.pdf]]
+
[[Image:Poster-2012-Weber-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Weber.pdf]]
[[Image:Poster-2012-Wood-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Wood.pdf]]
+
[[Image:Poster-2012-Wood-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2012/Posters/Poster-2012-Wood.pdf]]
  
 
[[Summer 2011 Projects]]
 
[[Summer 2011 Projects]]
  
[[Image:Poster-2011-Rutarindwa-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Rutarindwa.pdf]]
+
[[Image:Poster-2011-Rutarindwa-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Rutarindwa.pdf]]
[[Image:Poster-2011-Stochl-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Stochl.pdf]]
+
[[Image:Poster-2011-Stochl-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Stochl.pdf]]
[[Image:Poster-2011-Faronbi-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Faronbi.pdf]]
+
[[Image:Poster-2011-Faronbi-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Faronbi.pdf]]
[[Image:Poster-2011-Fitzgerald-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Fitzgerald.pdf]]
+
[[Image:Poster-2011-Fitzgerald-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Fitzgerald.pdf]]
[[Image:Poster-2011-Wert-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Wert.pdf]]
+
[[Image:Poster-2011-Wert-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Wert.pdf]]
[[Image:Poster-2011-Barraza-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Barraza.pdf]]
+
[[Image:Poster-2011-Barraza-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Barraza.pdf]]
[[Image:Poster-2011-Beine-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Beine.pdf]]
+
[[Image:Poster-2011-Beine-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Beine.pdf]]
[[Image:Poster-2011-Cowdy-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Cowdy.pdf]]
+
[[Image:Poster-2011-Cowdy-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Cowdy.pdf]]
[[Image:Poster-2011-Bajzek-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Bajzek.pdf]]
+
[[Image:Poster-2011-Bajzek-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Bajzek.pdf]]
[[Image:Poster-2011-Whitley-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Whitley.pdf]]
+
[[Image:Poster-2011-Whitley-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Whitley.pdf]]
[[Image:Poster-2011-Kanter-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Kanter.pdf]]
+
[[Image:Poster-2011-Kanter-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Kanter.pdf]]
[[Image:Poster-2011-OBrien-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-OBrien.pdf]]
+
[[Image:Poster-2011-OBrien-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-OBrien.pdf]]
[[Image:Poster-2011-Perez-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Perez.pdf]]
+
[[Image:Poster-2011-Perez-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Perez.pdf]]
[[Image:Poster-2011-Grier-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Grier.pdf]]
+
[[Image:Poster-2011-Grier-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2011/Posters/Poster-2011-Grier.pdf]]
  
 
[[Summer 2010 Projects]]
 
[[Summer 2010 Projects]]
Line 253: Line 283:
 
[[Summer 2009 Projects]]
 
[[Summer 2009 Projects]]
  
[[Image:Poster-2009-Berg-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2009/Posters/Berg2009.pdf]]
+
[[Image:Poster-2009-Berg-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2009/Posters/Berg2009.pdf]]
[[Image:Poster-2009-Mallen-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2009/Posters/Mallen2009.pdf]]
+
[[Image:Poster-2009-Mallen-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2009/Posters/Mallen2009.pdf]]
[[Image:Poster-2009-OBrien-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2009/Posters/OBrien2009.pdf]]
+
[[Image:Poster-2009-OBrien-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2009/Posters/OBrien2009.pdf]]
[[Image:Poster-2009-Robertson-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2009/Posters/Robertson2009.pdf]]
+
[[Image:Poster-2009-Robertson-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2009/Posters/Robertson2009.pdf]]
[[Image:Poster-2009-SpillaneThurow-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2009/Posters/SpillaneThurow2009.pdf]]
+
[[Image:Poster-2009-SpillaneThurow-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2009/Posters/SpillaneThurow2009.pdf]]
[[Image:Poster-2009-WeisseVanEyck-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2009/Posters/WeisseVanEyck2009.pdf]]
+
[[Image:Poster-2009-WeisseVanEyck-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2009/Posters/WeisseVanEyck2009.pdf]]
[[Image:Poster-2009-HeatonMohrStPeter-snapshot.png|85px|link=http://www.mscs.mu.edu/~brylow/reu/2009/Posters/HeatonMohrStPeter2009.pdf]]
+
[[Image:Poster-2009-HeatonMohrStPeter-snapshot.png|85px|link=http://www.cs.mu.edu/~brylow/reu/2009/Posters/HeatonMohrStPeter2009.pdf]]
[[Image:Poster-2009-Garms-snapshot.png|56px|link=http://www.mscs.mu.edu/~brylow/reu/2009/Posters/Garms2009.jpg]]
+
[[Image:Poster-2009-Garms-snapshot.png|56px|link=http://www.cs.mu.edu/~brylow/reu/2009/Posters/Garms2009.jpg]]
[[Image:Poster-2009-Pelzel-snapshot.png|56px|link=http://www.mscs.mu.edu/~brylow/reu/2009/Posters/Pelzel2009.pdf]]
+
[[Image:Poster-2009-Pelzel-snapshot.png|56px|link=http://www.cs.mu.edu/~brylow/reu/2009/Posters/Pelzel2009.pdf]]
  
 
----
 
----
  
All inquiries may be routed to the site coordinators, [[User:Brylow|Dr. Dennis Brylow]] and [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor].
+
All inquiries may be routed to the site coordinators, [[User:Praveen|Dr. Praveen Madiraju]] or [[User:Brylow|Dr. Dennis Brylow]].

Latest revision as of 14:28, 19 July 2021

Welcome to the Marquette University Data Science REU Wiki

Reu2020.pngREU-2018-GroupPhoto.pngREU-2017-GroupPhoto.pngREU-2016-GroupPhoto.png REU-2015-GroupPhoto.jpg REU-2014-GroupPhoto.jpg REU-2013-GroupPhoto.jpg REU-2012-GroupPhoto.png REU-2011-GroupPhoto.png

Summer Research Experience for Undergraduates

Research Experiences for Undergraduates (REU) Site : Data Science Across Disciplines

June 1 - August 6, 2021

Sponsored by National Science Foundation Award#1950826

Hosted by Marquette University—Department of Computer Science, Milwaukee, WI

It is now well established that there is a critical need for data science researchers who can think creatively to solve problems in interdisciplinary fields such as healthcare, social science, and exercise science. Further, there exists scarcity of workforce and opportunities to train the next generation of researchers to tackle the problems in data science. To address the scarcity, this Data Science Across Disciplines Research Experiences for Undergraduates Site (DSAD-REU) will immerse undergraduate students in an interdisciplinary research-intensive training and mentoring program.

Opioid-fig.png XINUNetStack-Print.jpeg Fitzgerald-bestfit.jpg Beine-gpu.png Regis-AssimvsTrue.jpg

Our mentor research areas lie in all of these areas, as well as in how people learn to work in these fields, and how we prepare the next generation of students to explore data science.

Highlights

  • Research themes/projects from different areas in data science such as core data science, exercise science, healthcare, social science and spatial analytics.
  • 3-day mini boot camp on introduction to data science (first week of the program).
  • Mentoring by researchers at Marquette University, Milwaukee, WI.
  • Professional and leadership development opportunities.
  • Poster presentation, technical report and publication opportunities.

Data Science REU Summer 2021 Flyer

We expect to run the program virtual in 2021.

Please find the Data Science REU Summer 2021 flyer in pdf and jpg formats.


Application Process

Click here to learn about the Application Process.

Projects

Research Areas

Healthcare

Data Science Algorithms Ethics, Fairness and HCI:

Exercise Science

Security:

Social Science

Computer Science Education:

Spatial Analytics

Environmental Science


High Performance Computing and Computational Science:

Embedded, Mobile, and Ubiquitous Systems:

Projects from Previous Years

Summer 2021 Projects

Summer 2020 Projects

FrydrychowiczReuPoster.png Poster-2020-Gebhard.png Burkholder PosterPresentation Wiki.jpg Poster-2020-Austin.png Poster-2020-Rambasek-snapshot.png Nemoto REU Poster.png 2020PosterLogan.png Poster-2020-McDougal-snapshot.png Poster-2020-Bravo-snapshot.png Poster-2020-Doyle-snapshot.png Poster-2020-Repaci-snapshot.png Poster-2020-Daguinsin-snapshot.png Poster-2020-Moravec-snapshot.png Poster-2020-Latinovich-snapshot.png

Summer 2018 Projects

Poster-2018-Coffee-Johnson-snapshot.png Poster-2018-Collins-snapshot.png Poster-2018-dAlmeida-snapshot.png Poster-2018-Henry-snapshot.png Poster-2018-Jefferson-snapshot.png Poster-2018-Levandowski-snapshot.png Poster-2018-Moras-snapshot.png Poster-2017-Schultz-snapshot.png Poster-2018-Su-snapshot.png Poster-2018-Weathington-snapshot.png Poster-2018-Webster-snapshot.png Poster-2018-Weiner-snapshot.png Poster-2017-Weithers-snapshot.png

Summer 2017 Projects

Poster-2017-Babcock-snapshot.png Poster-2017-Bansal-snapshot.png Poster-2017-Berlstein-snapshot.png Poster-2017-Black-snapshot.png Poster-2017-Coyne-snapshot.png Poster-2017-Gratacos-snapshot.png Poster-2017-Kinzler-snapshot.png Poster-2017-Kohli-snapshot.png Poster-2017-Latinovich-snapshot.png Poster-2017-Lazar-snapshot.png Poster-2017-McGee-snapshot.png Poster-2017-Nass-snapshot.png Poster-2017-Olson-snapshot.png Poster-2017-Pancha-snapshot.png Poster-2017-Poulton-snapshot.png

Summer 2016 Projects

Poster-2016-Cronce-snapshot.png Poster-2016-Baker-snapshot.png Poster-2016-Sisk-snapshot.png Poster-2016-Bielke-snapshot.png Poster-2016-Miller-snapshot.png Poster-2016-Sommerkamp-snapshot.png Poster-2016-Nguyen-snapshot.png Poster-2016-Subramanian-snapshot.png Poster-2016-Loew-snapshot.png Poster-2016-Ruiz-snapshot.png Poster-2016-Hong-snapshot.png Poster-2016-Morley-snapshot.png Poster-2016-Hunpatin-snapshot.png Poster-2016-Thomas-snapshot.png

Summer 2015 Projects

Poster-2015-Abolt-snapshot.png Poster-2015-Barros-snapshot.png Poster-2015-Bihn-snapshot.png Poster-2015-Cram-snapshot.png Poster-2015-Cui-snapshot.png Poster-2015-Dela-Sancha-snapshot.png Poster-2015-Handley-snapshot.png Poster-2015-Hunpatin-snapshot.png Poster-2015-King-snapshot.png Poster-2015-Martinkus-snapshot.png Poster-2015-Martin-snapshot.png Poster-2015-Minucci-snapshot.png Poster-2015-Mivshek-snapshot.png Poster-2015-Moore-snapshot.png Poster-2015-OHare-snapshot.png Poster-2015-Schmitt-snapshot.png Poster-2015-Stolz-snapshot.png

Summer 2014 Projects

Poster-2014-Bajzek-snapshot.png Poster-2014-Bergner-snapshot.png Poster-2014-Casey-snapshot.png Poster-2014-Hadjiyski-snapshot.png Poster-2014-Mivshek-snapshot.png Poster-2014-Much-snapshot.png Poster-2014-Naugle-snapshot.png Poster-2014-Savoia-snapshot.png Poster-2014-Schumacher-snapshot.png

Summer 2013 Projects

Poster-2013-Biggers-snapshot.png Poster-2013-Breault-snapshot.png Poster-2013-Guth-snapshot.png Poster-2013-Harunani-snapshot.png Poster-2013-Hunter-snapshot.png Poster-2013-Millar-snapshot.png Poster-2013-Much-snapshot.png Poster-2013-Ramm-snapshot.png Poster-2013-Smith-snapshot.png Poster-2013-Sponberg-snapshot.png Poster-2013-Streeter-snapshot.png Poster-2013-Thompson-snapshot.png Poster-2013-Vilwock-snapshot.png

Summer 2012 Projects

Poster-2012-Ahlert-snapshot.png Poster-2012-Becherer-snapshot.png Poster-2012-Cummings-snapshot.png Poster-2012-Dirkman-snapshot.png Poster-2012-Han-snapshot.png Poster-2012-Kehr-snapshot.png Poster-2012-Miller-snapshot.png Poster-2012-Sudol-snapshot.png Poster-2012-Weber-snapshot.png Poster-2012-Wood-snapshot.png

Summer 2011 Projects

Poster-2011-Rutarindwa-snapshot.png Poster-2011-Stochl-snapshot.png Poster-2011-Faronbi-snapshot.png Poster-2011-Fitzgerald-snapshot.png Poster-2011-Wert-snapshot.png Poster-2011-Barraza-snapshot.png Poster-2011-Beine-snapshot.png Poster-2011-Cowdy-snapshot.png Poster-2011-Bajzek-snapshot.png Poster-2011-Whitley-snapshot.png Poster-2011-Kanter-snapshot.png Poster-2011-OBrien-snapshot.png Poster-2011-Perez-snapshot.png Poster-2011-Grier-snapshot.png

Summer 2010 Projects

Summer 2009 Projects

Poster-2009-Berg-snapshot.png Poster-2009-Mallen-snapshot.png Poster-2009-OBrien-snapshot.png Poster-2009-Robertson-snapshot.png Poster-2009-SpillaneThurow-snapshot.png Poster-2009-WeisseVanEyck-snapshot.png Poster-2009-HeatonMohrStPeter-snapshot.png Poster-2009-Garms-snapshot.png Poster-2009-Pelzel-snapshot.png


All inquiries may be routed to the site coordinators, Dr. Praveen Madiraju or Dr. Dennis Brylow.