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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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<p style="color: red"> Note : Our main NSF REU program will not run for Summer 2024. However, Dr. Dennis Brylow (brylow@cs.mu.edu) may have some research projects for the upcoming Summer. Please complete the application process and reach out to Dr. Brylow with any questions. </p>
  
[[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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<h1>Welcome to the [http://www.marquette.edu Marquette University] Data Science REU Wiki</h1>
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 +
[[Image:REU-2022-GroupPhoto.png|475px|link=http://reu.cs.mu.edu/index.php/Summer_2022_Projects]][[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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'''May 30  - August 4, 2023'''
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]]
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<!-- | [[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
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* Research themes/projects from different areas in data science such as core data science, exercise science, healthcare, social science and spatial analytics.
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* 3-day mini boot camp on introduction to data science (first week of the program).
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* Mentoring by researchers at Marquette University, Milwaukee, WI.
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* Professional and leadership development opportunities.
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* Poster presentation, technical report and publication opportunities.
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 +
==== Data Science REU Summer 2023 ====
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We expect to run the program in-person at Marquette University campus in 2023.
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 +
Please find the Data Science REU Summer 2023 flyer in [[Media:DataScience-REU-Summer-2023Flyer.pdf| pdf ]] and
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[[Media:Flyer-DataScience-REU-2023.jpg| jpg ]] formats.
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<!--
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{| cellpadding="10" cellspacing="10"
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| [[Image:Flyer-DataScience-REU-2022.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
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* [[Predict Risk of Opioid Use Disorder]]. Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
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* [[Clinical report writing – Analysis of uncertainty terms and usage of medical ontologies]]. Mentor [https://www.marquette.edu/electrical-computer-engineering/directory/priya-deshpand.php Dr. Priya Deshpande]
  
* [[Using Gaussian Stochastic Processes (GaSP) for Hazard Mapping]]. Student Researchers: [[User:John.Bihn|John Bihn]], [[User:Tao.Cui|Tao Cui]], [[User:Dakota.Sullivan|Dakota Sullivan]] Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Elaine Spiller]
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* [[PEER SURE App: A Peer Supported Substance Use Research and Education Web Application with Generative AI]]. Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
* [[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]  Student Researcher: [[User:Streeter8|Jackson Streeter]] Mentor [http://www.eng.mu.edu/corlissg/ Dr. George Corliss]
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* [[Minimizing Total Distance in Sudoku Number Entry]]. Student Researcher: [[User:Trisha.Handley|Trisha Handley]] Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]
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* [[Developing Methods to Study Complex Food Webs]]. Student Researcher: [[User:Benjamin.Barros|Benjamin Barros]]. 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]]. Student Researcher: [[User:Lenzi.Cram|Lenzi Cram]]. 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]]. Student Researcher: [[User:Sarah.Minucci|Sarah Minucci]] 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]]. Student Researcher: [[Nathan Sponberg]]  Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]
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<!-- *[[Linear Regression Model Trees for Electric Load Forecasting]]. Student Researcher: [[User:Abby.Martin|Abby Martin]] Mentor: [http://www.marquette.edu/electrical-computer-engineering/povinelli-richard.php Dr. Richard Povinelli]-->
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<!--
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* [[dDream: Universal Human Vital Signs Identification]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
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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]
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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]
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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]
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 +
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Spatial Analytics
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* [[Approximate similarity search with shapes (geometries) using Product Quantization]].  Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri]
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 +
-->
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Data Science Algorithms Ethics, Fairness and HCI:
 +
* [[Investigating the effectiveness of chatGPT’s storytelling to provide support for 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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 +
<!--
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* [[Improving Online Shopping Experience with Digital Voice Assistants]].  Mentor [https://sabiratrubya.com/ Dr. Sabirat Rubya]
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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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* [[Preventing Postpartum Mental Health Problems]].  Mentor [https://sabiratrubya.com/ Dr. Sabirat Rubya]
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* [[Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]].  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]
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* [[Milwaukee County Electronic Monitoring of Juvenile Defendants Project]].  Mentor [https://www.marquette.edu/social-cultural-sciences/directory/darren-wheelock.php Dr.Darren Wheelock]
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-->
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Social Science
 +
* [[Ending Local and Regional Food Shortages using Community-Engaged Data Science]]. Mentor [https://www.marquette.edu/computer-science/directory/walter-bialkowski.php Dr. Walt Bialkowski]
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* [[Generative AI for Crowdfunding: Promises and Pitfalls]].  Mentor [https://larry-xu.com/ Dr. Larry Zhiming Xu]
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 +
<!--
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* [[Predicting Donations in Ukraine Crowdfunding Projects]].  Mentor [https://larry-xu.com/ Dr. Larry Zhiming Xu]
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* [[Is the organizational digital divide geographical? ]]. Mentor [https://www.marquette.edu/business/directory/amrita-george.php Dr. Amrita George ]
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* [[Optimizing Food Distribution to Rural Communities Facing Food Insecurity ]]. Mentor [https://www.marquette.edu/computer-science/directory/walter-bialkowski.php Dr. Walt Bialkowski]
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 +
Environmental Science
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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]
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 +
Social Science
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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]
 +
-->
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<!--
 +
Exercise Science
 +
* [[hrvMarquette: Heart Rate Variability Estimation]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
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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]
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-->
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Security and Privacy:
 +
 +
* [[Cybersecurity, AI, and Machine Learning]]. Mentor [https://www.marquette.edu/computer-science/directory/thomas-kaczmarek.php Dr. Tom Kaczmarek]
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* [[Privacy-Preserving Machine Learning Inference with Zero-Knowledge Proofs]]. Mentor [https://www.marquette.edu/computer-science/directory/mumin-cebe.php Dr. Mumin Cebe]
 +
 +
<!--
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* [[Constructing User Profiles Based on Visited Websites]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
 +
* [[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]
 +
-->
 +
Computer Science Education:
 +
* [[Modeling the Spread of K-12 Computer Science in Wisconsin]].  Mentor [[User:Brylow|Dr. Dennis Brylow]]
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* [[Assessment of an Automated Assessment Tool for Entry-Level Computer Science Courses]]. Mentor [https://www.marquette.edu/computer-science/directory/tahmidul-islam-molla.php Dr. Tahmidul Islam]
 +
 +
<!--
 +
* [[Finding hotspots in geo-spatial data using spatial statistics]].  Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri]
 
High Performance Computing and Computational Science:
 
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]
 +
-->
  
* [[Discovering Significant Pathways of Gene Regulation]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]
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<!--
<!-- * [[Summarizing DNA Methylation Data at the Gene Level]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]-->
+
  
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* [[Generating and Analyzing Collective Concept Maps]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
 
Embedded, Mobile, and Ubiquitous Systems:
 
Embedded, Mobile, and Ubiquitous Systems:
 
<!-- * [[Seeing Beyond Visibility: Mobile Security]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed] -->
 
<!--* [[ADA Compliance Toolkit: Mobile Sensors]].  Mentor [http://www.marquette.edu/mscs/facstaff-ahamed.shtml Dr. Iqbal Ahamed] -->
 
 
* [[Embedded Xinu Operating System on Raspberry Pi]].  Mentor [[User:Brylow|Dr. Dennis Brylow]]
 
* [[Embedded Xinu Operating System on Raspberry Pi]].  Mentor [[User:Brylow|Dr. Dennis Brylow]]
* [[Self-Contained Solar Energy Experiment Kits]].  Mentors [[User:Brylow|Dr. Dennis Brylow]] and Dr. Lisa Bosman.
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* [[Personalizing Places of Interest Using Social Media Analysis]].  Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
* [[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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* [[Complex Activity Recognition]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
 +
-->
  
Data Science:
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== Projects from Previous Years ==
 +
[[Summer 2022 Projects]]
  
* [[Understanding Unanticipated, Social Consequences of Popular Algorithms]]. Mentor [http://www.marquette.edu/mscs/facstaff-guha.shtml Dr. Shion Guha]
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[[File:reu-poster-mxberner.png|100px|poster detailing summer 2022 work on porting virgil to E Xinu]]
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[[File:reu-poster-schwennesen.png|100px|poster detailing summer 2022 work on finding similar shapes project]]
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[[File:Morrow_Poster.png|100px|frameless|poster detailing summer 2022 work on YASI analysis]]
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[[File:Project_fischmann_poster-min.png|100px]]
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[[File:Final_Poster_REU_-_Isabel_Kruse.png|100px]]
  
Mathematics and Computer Science Education:
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[[Summer 2021 Projects]]
  
<!-- * [[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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[[Image:Poster-2018-Coffee-Johnson-snapshot.png|100px|link=http://www.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Coffee-Johnson.pdf]]
* [[Looking Deeper at Inquiry-Based Instruction and Mathematics]]. Student Researcher: [[User:hguth|Hannah Guth]]. Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]-->
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[[Image:Assessing_the_Framing_and_Priorities_of_Data_Science_Programs_Revised_(Diego_Pèrez).jpg|100px|link=https://reu.cs.mu.edu/index.php/File:Assessing_the_Framing_and_Priorities_of_Data_Science_Programs_Revised_(Diego_Pèrez).jpg]]
* [[Mathematical Argumentation in K-8]]. Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
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[[Image:Shearer_Poster_Real.png|100px|link=https://reu.cs.mu.edu/index.php/File:Shearer_Poster_Real.png]]
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[[Image:Final-Poster-Submission-Andrew-Noecker.png|100px|link=https://reu.cs.mu.edu/images/thumb/0/03/Final-Poster-Submission-Andrew-Noecker.png/1600px-Final-Poster-Submission-Andrew-Noecker.png]]
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[[Image:Riley_Keating_REU_Poster.png|100px|link=https://reu.cs.mu.edu/images/d/d0/Riley_Keating_REU_Poster.png]]
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[[Image:BrennanResearchPoster.png|100px|link=https://reu.cs.mu.edu/images/2/2f/BrennanResearchPoster.png]]
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[[Image:Poster_jennifer_sailor.jpg|100px|link=https://reu.cs.mu.edu/images/7/7b/Poster_jennifer_sailor.jpg]]
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[[Image:JustinBoyceREU.png|100px|link=https://reu.cs.mu.edu/images/9/9a/JustinBoyceREU.png]]
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[[Image:Berner_REU_2021_Poster.png|100px|link=https://reu.cs.mu.edu/images/a/a9/Berner_REU_2021_Poster.pdf]]
 +
[[Image:ICESAT_Poster.png|100px|link=https://reu.cs.mu.edu/index.php/File:ICESAT_Poster.png]]
  
* [[Self-Contained Solar Energy Experiment Kits]]. Mentors [[User:Brylow|Dr. Dennis Brylow]] and Dr. Lisa Bosman.
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[[Summer 2020 Projects]]
<!-- * [[Game Engine for Serious Educational Games]]. Student Researchers: [http://reu.mscs.mu.edu/index.php/User:Joseph.Schmitt Joe Schmitt], [http://reu.mscs.mu.edu/index.php/User: Joe Abolt], and [http://reu.mscs.mu.edu/index.php/User:William.Stolz William Stolz] Mentors [http://www.marquette.edu/ctl/about/staff.shtml Dr. Shaun Longstreet] and [http://www.utdallas.edu/~kcooper/ Dr. Kendra Cooper].-->
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 +
[[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]]
 +
[[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]]
 +
[[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]]
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[[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]]
 +
 
 +
[[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.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Collins.pdf]]
 +
[[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.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Henry.pdf]]
 +
[[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.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Levandowski.pdf]]
 +
[[Image:Poster-2018-Moras-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Moras.pdf]]
 +
[[Image:Poster-2017-Schultz-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Schultz.pdf]]
 +
[[Image:Poster-2018-Su-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Su.pdf]]
 +
[[Image:Poster-2018-Weathington-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weathington.pdf]]
 +
[[Image:Poster-2018-Webster-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Webster.pdf]]
 +
[[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]]
 +
 
 +
[[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.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Bansal.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.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Black.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.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Gratacos.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.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Kohli.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.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Lazar.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.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Nass.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.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Pancha.pdf]]
 +
[[Image:Poster-2017-Poulton-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2017/Posters/Poster-2017-Poulton.pdf]]
  
== Projects from Previous Years ==
 
 
[[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 202: Line 336:
 
[[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 14:39, 28 March 2024

Note : Our main NSF REU program will not run for Summer 2024. However, Dr. Dennis Brylow (brylow@cs.mu.edu) may have some research projects for the upcoming Summer. Please complete the application process and reach out to Dr. Brylow with any questions.


Welcome to the Marquette University Data Science REU Wiki

REU-2022-GroupPhoto.pngReu2020.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

May 30 - August 4, 2023

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 2023

We expect to run the program in-person at Marquette University campus in 2023.

Please find the Data Science REU Summer 2023 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:

Social Science

Security and Privacy:

Computer Science Education:


Projects from Previous Years

Summer 2022 Projects

poster detailing summer 2022 work on porting virgil to E Xinu poster detailing summer 2022 work on finding similar shapes project poster detailing summer 2022 work on YASI analysis Project fischmann poster-min.png Final Poster REU - Isabel Kruse.png

Summer 2021 Projects

Poster-2018-Coffee-Johnson-snapshot.png Assessing the Framing and Priorities of Data Science Programs Revised (Diego Pèrez).jpg Shearer Poster Real.png Final-Poster-Submission-Andrew-Noecker.png Riley Keating REU Poster.png BrennanResearchPoster.png Poster jennifer sailor.jpg JustinBoyceREU.png Berner REU 2021 Poster.png ICESAT Poster.png

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.