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<h1>Welcome to the [http://www.marquette.edu Marquette University] Data Science REU Wiki</h1>
 
<h1>Welcome to the [http://www.marquette.edu Marquette University] Data Science REU Wiki</h1>
  
[[Image:REU-2018-GroupPhoto.png|475px|link=http://reu.mscs.mu.edu/index.php/Summer_2018_Projects]][[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]]  
+
[[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 ==
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'''Research Experiences for Undergraduates (REU) Site : Data Science Across Disciplines'''
 
'''Research Experiences for Undergraduates (REU) Site : Data Science Across Disciplines'''
  
'''June 1 - August 7, 2020'''
+
'''June 1 - August 6, 2021'''
  
 
'''Sponsored by National Science Foundation [https://www.nsf.gov/awardsearch/showAward?AWD_ID=1950826 Award#1950826]'''
 
'''Sponsored by National Science Foundation [https://www.nsf.gov/awardsearch/showAward?AWD_ID=1950826 Award#1950826]'''
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* Poster presentation, technical report and publication opportunities.
 
* Poster presentation, technical report and publication opportunities.
  
==== Data Science REU Summer 2020 Flyer ====
+
==== Data Science REU Summer 2021 Flyer ====
 +
We expect to run the program virtual in 2021.
  
Please find the Data Science REU Summer 2020 flyer in [[Media:DataScience-REU-Summer-2020Flyer.pdf| pdf ]] and  
+
Please find the Data Science REU Summer 2021 flyer in [[Media:DataScience-REU-Summer-2021Flyer.pdf| pdf ]] and  
[[Media:Flyer-DataScience-REU-2020.jpg| jpg ]] formats.
+
[[Media:Flyer-DataScience-REU-2021.jpg| jpg ]] formats.
  
 
<!--
 
<!--
 
{| cellpadding="10" cellspacing="10"
 
{| cellpadding="10" cellspacing="10"
| [[Image:Flyer-DataScience-REU-2020.jpg|400px]]
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| [[Image:Flyer-DataScience-REU-2021.jpg|400px]]
 
|}
 
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-->
 
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Healthcare
 
Healthcare
 
* [[Predict Risk of Opioid Use Disorder]]. Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
 
* [[Predict Risk of Opioid Use Disorder]]. Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
 +
 
* [[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]
 
* [[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]
  
Data Science Algorithms Ethics and Fairness:
+
* [[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]
 +
 
 +
* [[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]
 +
 
 +
Data Science Algorithms Ethics, Fairness and HCI:
 
* [[Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]].  Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer]
 
* [[Ethical and Privacy Concerns with Suicide Risk Prediction Algorithms]].  Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer]
* [[Studying Crisis Events on Social Media for non-WEIRD people]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
+
* [[Preventing Postpartum Mental Health Problems]].  Mentor [https://sabiratrubya.com/ Dr. Sabirat Rubya]
* [[Deconstructing Spatial Clustering Algorithms To Explore Biases in Crime Analysis]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
+
* [[The Zuckerberg Files: Analyzing the Discourse of Mark Zuckerberg]].  Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer]
 +
* [[Assessing the Framing and Priorities of Data Science Programs]].  Mentor [https://www.michaelzimmer.org/ Dr. Michael Zimmer]
 
* [[Using Bayesian Networks in Adaptive Online Skill Training]].  Mentor [https://www.marquette.edu/computer-science/directory/thomas-kaczmarek.php Dr. Tom Kaczmarek]
 
* [[Using Bayesian Networks in Adaptive Online Skill Training]].  Mentor [https://www.marquette.edu/computer-science/directory/thomas-kaczmarek.php Dr. Tom Kaczmarek]
* [[Understanding Unanticipated, Social Consequences of Popular Algorithms]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
 
  
 
Exercise Science
 
Exercise Science
 
* [[hrvMarquette: Heart Rate Variability Estimation]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
 
* [[hrvMarquette: Heart Rate Variability Estimation]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
 
* [[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]
 
* [[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]
 +
 +
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]
  
 
Social Science
 
Social Science
* [[Ethical Algorithms for Placement Stability in the Foster Care]].  Mentor [https://www.shionguha.net/ Dr. Shion Guha]
 
 
* [[Association between crime, places, and neighborhood characteristics]].  Mentor [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden]
 
* [[Association between crime, places, and neighborhood characteristics]].  Mentor [https://www.marquette.edu/social-cultural-sciences/directory/aleksandra-snowden.php Dr. Aleksandra Snowden]
  
 
Computer Science Education:
 
Computer Science Education:
<!-- * [[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]
 
* [[Looking Deeper at Inquiry-Based Instruction and Mathematics]].  Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
 
* [[Mathematical Argumentation in K-8]]. Mentor [http://www.marquette.edu/mscs/facstaff-magiera.shtml Dr. Marta Magiera]
 
-->
 
 
* [[Modeling the Spread of K-12 Computer Science in Wisconsin]].  Mentor [[User:Brylow|Dr. Dennis Brylow]]
 
* [[Modeling the Spread of K-12 Computer Science in Wisconsin]].  Mentor [[User:Brylow|Dr. Dennis Brylow]]
  
* [[Self-Contained Solar Energy Experiment Kits]].  Mentors [[User:Brylow|Dr. Dennis Brylow]] and Dr. Lisa Bosman.
+
* [[Generating and Analyzing Collective Concept Maps]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
<!-- * [[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].-->
+
 
+
Bioinformatics and Computational Biology
+
* [[Discovering Significant Pathways of Gene Regulation]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
+
* [[Inferring Cancer-Specific MicroRNA-gene Networks]]. Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
+
* [[An Integrated Framework for Identifying Context-Specific Gene-Drug Interactions]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
+
* [[Reverse Engineering Gene Regulatory Networks by Integrating Multiple Types of High-Dimensional Biological Datasets]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
+
* [[SUPREME: A Cancer Subtype Prediction Methodology by Integrating High-Dimensional Biological Datasets]].  Mentor [https://biocomp.mscs.mu.edu/ Dr. Serdar Bozdag]
+
  
 
Spatial Analytics
 
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]
 
* [[Finding hotspots in geo-spatial data using spatial statistics]].  Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri]
 +
 +
Environmental Science
 +
* [[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]
 +
  
 
High Performance Computing and Computational Science:
 
High Performance Computing and Computational Science:
<!-- * [[Summarizing DNA Methylation Data at the Gene Level]].  Mentor [http://www.mscs.mu.edu/~bozdag/ Dr. Serdar Bozdag]-->
 
* [[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
 
 
* [[Accelerating Geo-Spatial Computations Using High Performance Computing]].  Mentor [https://www.marquette.edu/computer-science/directory/satish-puri.php Dr. Satish Puri]
 
* [[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, 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.
 
<!--* [[H^3 App: Blackberry Highway Exit Helper for Hungry Travelers]].  Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]-->
 
 
* [[Personalizing Places of Interest Using Social Media Analysis]].  Mentor [https://www.mscsnet.mu.edu/~praveen/ Dr. Praveen Madiraju]
 
* [[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]
 
* [[Complex Activity Recognition]].  Mentor [http://www.mscs.mu.edu/~iq/ Dr. Iqbal Ahamed]
  
Security:
+
== Projects from Previous Years ==
* [[Intrusion Detection in Swarm Robotics]]. Mentor [https://www.marquette.edu/computer-science/directory/debbie-perouli.php Dr. Debbie Perouli]
+
[[Summer 2021 Projects]]
* [[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]
+
  
Applied Mathematical Modeling:
+
[[Summer 2020 Projects]]
* [[Using Gaussian Stochastic Processes (GaSP) for Hazard Mapping]].  Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Elaine Spiller]
+
 
* [[Risk Modeling for Pyroclastic Volcano Flows]]. Mentor [http://www.marquette.edu/mscs/facstaff-spiller.shtml Dr. Elaine Spiller]
+
[[Image:FrydrychowiczReuPoster.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Frydrychowicz.png]]
* [[Data Assimilation For Fluid Dynamic Models]]. Mentor [http://www.mscs.mu.edu/mscs/faculty/spiller.html Dr. Elaine Spiller]
+
[[Image:Poster-2020-Gebhard.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Gebhard.png]]
<!--* [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]-->
+
[[Image:Burkholder_PosterPresentation_Wiki.jpg|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Burkholder.pdf]]
<!--* [[Minimizing Total Distance in Sudoku Number Entry]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
+
[[Image:Poster-2020-Austin.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Austin.png]]
<!--* [[Developing Methods to Study Complex Food Webs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
+
[[Image:Poster-2020-Rambasek-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Rambasek.pdf]]
<!--* [[Application of Competition Graphs and (1,2)-step Competition Graphs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]-->
+
[[Image:Nemoto_REU_Poster.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Nemoto.png]]
* [[The Role of Leptin in Fat, Inflammation and the Immune System]].  Mentor: [http://www.mscs.mu.edu/~stevem/ Dr. Stephen Merrill]
+
[[Image:2020PosterLogan.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-Logan.pdf]]
* [[Characteristics of the (i,j)-Step Competition Graphs of Real Food Webs]]. Mentor [http://www.marquette.edu/mscs/facstaff-factor.shtml Dr. Kim Factor]
+
[[Image:Poster-2020-McDougal-snapshot.png|100px|link=http://www.cs.mu.edu/~brylow/reu/2020/Posters/Poster-2020-McDougal.png]]
<!-- *[[Linear Regression Model Trees for Electric Load Forecasting]]. Mentor: [http://www.marquette.edu/electrical-computer-engineering/povinelli-richard.php Dr. Richard Povinelli]-->
+
[[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]]
  
== Projects from Previous Years ==
 
 
[[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]]
+
[[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]]
+
[[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]]
+
[[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]]
+
[[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]]
+
[[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]]
+
[[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]]
+
[[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.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Schultz.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.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Su.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.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weathington.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.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Webster.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.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weiner.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.mscs.mu.edu/~brylow/reu/2018/Posters/Poster-2018-Weithers.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]]
+
[[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]]
+
[[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 284: 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:Praveen|Dr. Praveen Madiraju]] or [[User:Brylow|Dr. Dennis Brylow]].
 
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

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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.