Featured Publications

Here are some publications which showcase my broad range of experience. For a full list of publications, please check out my Google Scholar profile.

Andreas Berres, Piljae Im, Kuldeep Kurte, Melissa Allen-Dumas, Gautam Thakur, Jibonananda Sanyal (2020). A Mobility-Driven Approach to Modeling Building Energy. In IEEE BigData 2019.
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Kuldeep Kurte, Srinath Ravulaparthy, Andreas Berres, Melissa Allen-Dumas, Jibonananda Sanyal (2019). Regional-scale Spatio-Temporal Analysis of Impacts of Weather on Traffic Speed in Chicago using Probe Data. In SEIT 2019.
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Kuldeep Kurte, Jibonananda Sanyal, Andreas Berres, Dalton Lunga, Mark Coletti, Hsuihan L. Lexie Yang, Daniel Graves, Benjamin Liebersohn, Amy Rose (2019). Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer. In CPE.
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Mark R. Petersen, Xylar S. Asay-Davis, Andreas Berres, Qingshan Chen, Nils Feige, Matthew J. Hoffman, Douglas W. Jacobsen, Philip W. Jones, Mathew E. Maltrud, Stephen F. Price, Todd D. Ringler, Gregory J. Streletz, Adrian K. Turner, Luke P. Van Roekel, Milena Veneziani, Jonathan D. Wolfe, Phillip J. Wolfram, Jonathan L. Woodring (2019). An Evaluation of the Ocean and Sea Ice Climate of E3SM Using MPAS and Interannual CORE-II Forcing. In JAMES.
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Mark Coletti, Dalton Lunga, Andreas Berres, Jibonananda Sanyal, Amy Rose (2019). Ramifications of Evolving Misbehaving Convolutional Neural Network Kernel and Batch Sizes. In MLHPC 2018.
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Andreas Berres, Terece L. Turton, Mark Petersen, David H. Rogers, James P. Ahrens (2017). Video Compression for Ocean Simulation Image Databases. In EnvirVis 2017.
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Terece L. Turton, Andreas Berres, David H. Rogers, James P. Ahrens (2017). ETK: an evaluation toolkit for visualization user studies. In EuroVis 2017.
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Andreas Berres, Harald Obermaier, Kenneth I. Joy, Hans Hagen (2015). Adaptive Particle Relaxation for Time Surfaces. In PacificVis 2015.
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Markus Flatken, Andreas Berres, Jonas Merkel, Ingrid Hotz, Andreas Gerndt, Hans Hagen (2015). Dynamic Scheduling for Progressive Large-Scale Visualization. In EuroVis 2015.
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Andreas Berres, Hans Hagen, Stefanie Hahmann (2014). Deformations Preserving Gauß Curvature. In Topological and Statistical Methods for Complex Data.
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