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Study: US attracting fewer educated, highly skilled migrants


Methods
Databases

Fields
Complex Networks, Computer Science

Project lead: Emilio Zagheni Overview Using mathematical, statistical and computationally-intensive approaches, Emilio Zagheni has developed methods […]

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Large-scale seismic data interpolation by optimization


Methods
Visualization

Fields
Earth Science

Project lead: Aleksandr Y. Aravkin (website) Co-authors: Rajiv Kumar, Oscar López, Damek Davis, Aleksandr Y. Aravkin, Felix […]

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Discovering governing equations from data


Methods
Machine Learning

Fields
Computer Science

Project lead: Steven Brunton Overview There are many critical data-driven problems, such as understanding cognition from […]

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Tumor heterogeneity analysis via an extensible modeling system


Methods
Reproducible & Open Science

Fields
Health Science

Authors: Jie Liu, William Noble, Jeffrey Bilmes, Anthony Blau Overview Cancer is difficult to treat, […]

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Time-compensated sun compass in the migrating monarch butterfly


Methods
Reproducible & Open Science

Fields
Biological Sciences

UW team lead: Eli Shlizerman (1), eScience Fellow Collaborators: James Phillips-Portillo(2), Daniel B. Forger(3), Steven M. Reppert(1) (1) […]

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The interactome: Interactive visualization of a neuronal system


Methods
Reproducible & Open Science

Fields
Biological Sciences

Team lead: Eli Shlizerman, eScience Fellow Team members: Jimin Kim, William Leahy Overview The interactome is […]

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Inferring functional connectivity underlying auditory attention with graphical models of time series


Methods
Reproducible & Open Science

Fields
Health Science, Statistics

Project Lead: Nick Foti, WRF Postdoctoral Fellow in Neuroengineering and Data Science, Department of Statistics Advisors: Emily […]

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Fake profile identification: Making social networks safer


Methods
Qualitative

Fields
Computer Science

Project lead: Michael Fire, Washington Research Foundation Postdoctoral fellow Collaborators: Dima Kagan, Aviad Elishar, Yuval Elovici […]

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Human neural decoding with natural long-term multimodal data

Project lead: Nancy Wang, Computer Science and Engineering Advisors: Bing Brunton, Biology; Rajesh Rao, Computer […]

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ASPASIA: Adult service providers and some incidental addenda


Methods
Databases

Fields
Economics, Informatics

Project Lead: Sam Henly, a PhD student in the UW Department of Economics eScience Liaison: […]

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Scalable manifold learning for large astronomical survey data


Methods
Software

Fields
Astronomy, Statistics

Project lead: Marina Meila, UW Department of Statistics eScience Liaison: Jake VanderPlas, Director of Research […]

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Efficient computation on large spatiotemporal network data


Methods
Software

Fields
Informatics

Project Lead: Ian Kelley, Ph.D., Research Consultant, Information School eScience Liaison: Andrew Whitaker, Ph.D., Research Scientist, […]

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Analysis of Kenya’s routine health information system data


Methods
Databases

Fields
Health Science

Project lead: Gregoire Lurton, UW Institute for Health Metrics and Evaluation Advisors: Abie Flaxman and […]

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Using social media data to identify geographic clustering of anti-vaccination sentiments


Methods
Databases

Fields
Health Science

Project lead: Benjamin Brooks, UW Institute for Health Metrics and Evaluation Advisor: Abie Flaxman, UW […]

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Repeating earthquake detection final report


Methods
Reproducible & Open Science

Fields
Earth Science

Project Lead: Alicia Hotovec-Ellis, Graduate Researcher, Earth and Space Sciences Advisor: John Vidale, Professor, Earth […]

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Analysis of large-scale patterns in phytoplankton diversity


Methods
Reproducible & Open Science

Fields
Oceanography

Project Lead: Sophie Clayton (Oceanography) eScience Liaison: Daniel Halperin Overview  Microscopic algae (called phytoplankton) form […]

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Innovation: Evidence from patents


Methods
Databases

Fields
Economics

Project Lead: Matthew Denes (Finance and Business Economics) eScience Liaison: Andrew Whitaker Overview  One of the […]

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Analysis of .gov web archive data


Methods
Databases

Fields
Political Science

Project Leads: Emily Gade (Political Science) eScience Liaison: Andrew Whitaker Overview Data are revolutionizing all fields […]

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Simulating competition in the US airline industry


Methods
Databases

Fields
Economics

Project Lead: Charlie Manzanares (Economics) eScience Liaisons: Andrew Whitaker, Daniel Halperin Overview  Since 2005, the […]

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Students’ sleep and academic performance

Project Lead: Ângela M. Katsuyama, UW Biology Advisor: Horacio O. de la Iglesia, UW Biology […]

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Kernel-based moving object detection


Methods
Visualization

Fields
Astronomy

Project Lead: Andrew Becker, UW Astronomy eScience Liaison: Daniel Halperin With assistance from: Andrew Whitaker, Bill […]

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Damage speaks: Acoustical monitoring framework for structures subjected to earthquakes


Methods
Reproducible & Open Science

Fields
Engineering

Project Lead: Travis Thonstad, Civil & Environmental Engineering, University of Washington Project Collaborators: Marc O. Eberhard, […]

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AralDIF: A cloud-based dynamic information framework for the Aral Sea Basin


Methods
Databases

Fields
Oceanography

Project Lead: Amanda Tan, Department of Oceanography, University of Washington eScience Liaisons: Rob Fatland, Anthony […]

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Improved stimulation protocols for sight restoration technologies


Methods
Software

Fields
Health Science

Project Leads: Ione Fine, Professor of Psychology, University of Washington Geoffrey M. Boynton, Professor of […]

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Target detection for advanced environmental monitoring of marine renewable energy


Methods
Qualitative

Fields
Engineering, Oceanography

Project Lead: Emma Cotter, Mechanical Engineering, University of Washington Project Collaborators: Brian Polagye, Paul Murphy eScience […]

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Methods for characterizing human centromeres


Methods
Reproducible & Open Science

Fields
Health Science

Project Lead: Siva Kasinathan, UW School of Medicine eScience Liaisons: Andrew Fiore-Gartland, Bryna Hazelton Overview Despite […]

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Developing a workflow for managing large hydrologic spatial datasets to assist water resources management and research


Methods
Software

Fields
Computer Science, Earth Science

Project Lead: Nicoleta Cristea, Civil and Environmental Engineering, University of Washington Project Collaborators: Jessica Lundquist, […]

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Reddatait


Methods
Machine Learning, Software

Fields
Complex Networks, Ethnography

Collaborators: Michael Fire and Carlos Guestrin About Complex networks have non-trivial characteristics and appear in […]

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Impediment to insight to innovation: understanding data assemblages through the breakdown–repair process


Methods
Qualitative

Fields
Communication, Ethnography

Collaborators: Anissa Tanweer, Brittany Fiore-Gartland and Cecilia Aragon.   About Anissa Tanweer, Brittany Fiore-Gartland, and Cecilia […]

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The Spaces of Data Science Collaboration


Fields
Communication, Ethnography

Collaborators: Brittany Fiore-Gartland (University of WA)  with Charlotte Cabasse-Mazel (UC Berkeley) and Laura Norén (NYU) Recent […]

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Ethnography of Data Science Collaborations


Methods
Qualitative

Fields
Communication, Ethnography

Collaborators: Brittany Fiore-Gartland, Anissa Tanweer, Katie Kuksenok, Cecilia Aragon UW, Human-Centered Data Science Lab The emerging […]

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Metabolic Engineering for Conversion of Natural Gas into Diesel Fuel


Methods
Software

Fields
Biological Sciences, Engineering, Environmental Science, Microbiology

Collaborators: David A. C. Beck (eScience & Chemical Engineering), Mary Lidstrom (Chemical Engineering, Microbiology) Natural gas, […]

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Germ-free mutant mice as bio-indicators of colon cancer risk in UC patients


Methods
Software

Fields
Biological Sciences, Health Science, Microbiology

Collaborators: David A. C. Beck (eScience & Chemical Engineering), Jisun Paik (Comparative Medicine), Lillian Maggio-Price (Comparative […]

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Methane Cycling in Freshwater Environments: Bacterial Community Interactions Through Functional Metagenomics


Methods
Software

Fields
Biological Sciences, Engineering, Environmental Science, Metagenomics, Microbiology

Collaborators: David A. C. Beck (eScience & Chemical Engineering), Mila Chistoserdova (Chemical Engineering), Mary Lidstrom (Chemical […]

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SciSheets – Spreadsheets for Scientists


Methods
Software

Fields
Computer Science

Joseph L. Hellerstein (eScience Institute, Computer Science & Engineering) Digital spreadsheets are arguably the most […]

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Development of APIs for environmental investigations


Methods
Databases, Software

Fields
Earth Science, Environmental Science

Earth scientists are increasingly required to think across disciplines and utilize a wide range of […]

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Exploration of software tools for geospatial analysis


Methods
Databases, Reproducible & Open Science, Visualization

Fields
Earth Science, Environmental Science, Urban Science

Many modern data science problems require an understanding of a feature’s spatial location. For example, […]

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Detecting Periodic Stars in Large, Heterogeneous Surveys


Methods
Software

Fields
Astronomy, Astrophysics

Stars in the sky seem static, but when you look closely you find that the […]

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Communicating Hazard and Risk through Maps and Data Visualization


Methods
Visualization

Fields
Communication, Earth Science, Environmental Science, Urban Science

Collaborators: Dan Abramson (Urban Design and Planning), Loyce Adams (Applied Math), Ann Bostrom (Evans School […]

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Phytoplankton ecology meets big data: Exploring phytoplankton biogeography


Methods
Databases

Fields
Biological Sciences, Environmental Science, Oceanography

Project lead: Sophie Clayton (WRF and Moore/Sloan Postdoctoral Fellow, School of Oceanography, eScience Institute) Post-doc […]

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Rerouting Solutions and Expensive Ride Analysis for King County Paratransit


Methods
Software

Fields
Data Science for Social Good, Urban Science

Project Lead: Dr. Anat Caspi, Taskar Center for Accessible Technology eScience Data Scientists: Joseph Hellerstein […]

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Sidewalk Maps for Low Mobility Citizens


Methods
Databases, Visualization

Fields
Data Science for Social Good, Urban Science

Project Leads: Nick Bolten, Anat Caspi DSSG Fellows: Amir Amini, Yun Hao, Vaishnavi Ravichandran, Andre […]

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