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  Improving access to open science

  MSDS '18 students Jack Prominski and Pragati Shah, led by faculty advisor and DSI professor Rafael Alvarado, undertook a capstone project to improve an automated system that matches PLOS article manuscripts with appropriate editors.

  Science & Technology, Education
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  Preventing fatal motor vehicle accidents

  MSDS students Boh Young Suh, JB Park and James Xie worked with Prof. Quanquan Gu to develop a spatial model to find the intersections across Virginia with the most deadly crashes.

  Science & Technology
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  We know what you want. But what do you need?

  Presidential Fellows in Data Science Mark Rucker and Derek Lam, sponsored by the Data Science Institute and the Office of Postdoctoral and Graduate Affairs, are designing an algorithm that acts paternalistically to help people make decisions that are not just reflective of their immediate desires, but are also based on what they value as good.

  Machine Learning

  Science & Technology
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  Reconstructing the gut microbiome

  Soda, salty snacks, and processed foods are among the top groceries purchased by Americans – a diet far removed from the one consumed for most of human history. Now researchers, health professionals, and the public want to know: how has this change in diet affected us and what, if anything, should we do about it?

  Biology

  Health & Biomedicine
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  Seeing the forest and the trees

  Presidential Fellows in Data Science Laura Barry, Tingyang Meng and Jessica Munyan are investigating ozone emissions and photosynthesis rates by measuring gases using an unmanned aerial vehicle (UAV), or drone.

  Environmental Science

  Environment, Science & Technology
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  'Fake News' is nothing new

  Presidential Fellows Sarah McEleney and Alex Maxwell are using data science to detect fake news in the modern U.S. and Soviet-era USSR.

  Politics

  Society & Culture
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  Analyzing social media to assess extremist group threats

  MSDS 2018 Cohort students Kia Duan, Nitesh Prakash, Duncan Rule and Ni Zhuang worked to create a program that could more accurately assess threat levels from rallies and protests led by extremist groups.

  Social Media / Politics

  Society & Culture
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  Connecting the mind and body

  MSDS students Morgan Wall, Ali Zaidi and Caitlin Dreisbach are exploring how immune system cells can be used to address neurological injuries and disorders.

  Neuroscience

  Health & Biomedicine
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  Predicting risk in complex patients

  According to the Center for Disease Control, over 38,000 US adults die annually due to liver disease.

  Biology

  Health & Biomedicine
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  Reading between the lines

  MSDS students' capstone research project sponsored by the U.S. Army Research Laboratory examines a system with language at its core.

  Deep Learning

  Society & Culture, Science & Technology, Education