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Tags: climate

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Past Projects

  1. Modelling the evolution of climate change research

Publications

2025

  1. P. Shukla and M. Halem, "DUNE: A Machine Learning Deep UNET++ based ensemble Approach to Monthly, Seasonal and Annual Climate Forecasting", TechReport, August 2025, 24 downloads.

2024

  1. S. Hamer, J. Sleeman, and M. Halem, "Towards a Dynamic Data Driven AI Regional Weather Forecast Model", InProceedings, DDDAS (Dynamic Data Driven Applications Systems) 2024 to Appear in Springer, November 2024, 19 downloads.

2022

  1. S. Dey, B. R. Duff, and K. Karahalios, "Re-imagining the Power of Priming and Framing Effects in the Context of Political Crowdfunding Campaigns", InProceedings, CHI Conference on Human Factors in Computing Systems, April 2022, 393 downloads.

2018

  1. J. Sleeman, "Variational Autoencoders using D-Wave Quantum Annealing", InProceedings, American Geophysical Union Fall Meeting Abstracts, December 2018.
  2. J. Sleeman, T. Finin, and M. Halem, "Ontology-Grounded Topic Modeling for Climate Science Research", InCollection, Emerging Topics in Semantic Technologies. ISWC 2018 Satellite Events, October 2018, 1177 downloads.

2017

  1. J. Sleeman, T. Finin, M. Cane, and M. Halem, "Discovering Scientific Influence using Cross-Domain Dynamic Topic Modeling", InProceedings, IEEE International Conference on Big Data, December 2017, 1155 downloads.
  2. J. Sleeman, "Dynamic Data Assimilation for Topic Modeling (DDATM)", PhdThesis, University of Maryland, Baltimore County, July 2017.
  3. J. Sleeman, M. Halem, T. Finin, and M. Cane, "Modeling the Evolution of Climate Change Assessment Research Using Dynamic Topic Models and Cross-Domain Divergence Maps", InProceedings, AAAI Spring Symposium on AI for Social Good, March 2017, 2076 downloads.

2016

  1. J. Sleeman, M. Halem, T. Finin, and M. Cane, "Advanced Large Scale Cross Domain Temporal Topic Modeling Algorithms to Infer the Influence of Recent Research on IPCC Assessment Reports", InProceedings, American Geophysical Union Fall Meeting 2016, December 2016, 1757 downloads.
  2. J. Sleeman, M. Halem, T. Finin, and M. Cane, "Dynamic Topic Modeling to Infer the Influence of Research Citations on IPCC Assessment Reports", InProceedings, Big Data Challenges, Research, and Technologies in the Earth and Planetary Sciences Workshop, IEEE Int. Conf. on Big Data, December 2016, 1502 downloads.

2011

  1. F. Zafar, D. Ghosh, L. Sebald, and S. Zhou, "Accelerating a climate physics model with OpenCL", InProceedings, 2011 Symposium on Application Accelerators in High-Performance Computing (SAAHPC'11), July 2011, 1714 downloads.

2009

  1. M. Halem, N. Most, C. Tilmes, K. Stewart, Y. Yesha, D. Chapman, and P. Nguyen, "Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies", Article, IEEE Transactions on Geoscience and Remote Sensing, January 2009.

2008

  1. C. Tilmes and A. J. Fleig, "Provenance Tracking in an Earth Science Data Processing System", InProceedings, Proceedings of Provenance and Annotation of Data and Processes: Second International Provenance and Annotation Workshop, Ipaw 2008, , June 2008, 2309 downloads.

2007

  1. M. Halem, Y. Yesha, C. Tilmes, D. Chapman, N. Most, and A. Bertolli, "SOAR: A System for the Analysis of Atmospheric Radiances", InProceedings, EOS Transactions, December 2007.
  2. M. Halem, Y. Yesha, C. Tilmes, D. Chapman, M. Goldberg, and L. Zhou, "A Web Service Tool (SOAR) for the Dynamic Generation of L1 Grids of Coincident AIRS, AMSU and MODIS Satellite Sounding Radiance Data for Climate Studies", Article, EOS Transactions, June 2007.

Old News

  1. UMBC and IBM collaborate on autonomic computing
    February 24, 2005

Old Events

  1. High Resolution Decadal Gridding of NASA Atmospheric Infrared Sounder (AIRS) Earth Monitoring Instrument.
    March 1, 2012
  2. A General Algorithm for Gridding Earth Sensing Scanning Instruments
    May 5, 2008
  3. Provenance Tracking in Climate Science Data Processing Systems
    March 4, 2008
  4. Gridded Outgoing Longwave Radiation using the Atmospheric Infrared Sounder
    February 19, 2008
  5. Empowering Scientific Discovery by Distributed Data Mining on the Grid Infrastructure
    September 28, 2007
  6. Using an RDF Framework to Carry Metadata for Climate Datasets
    April 27, 2007
  7. Women in Science and Engineering at Research Universities: Lessons of the Past, Prospects for the Future
    April 14, 2005
  8. Women in Science and Engineering at Research Universities: Lessons of the Past, Prospects for the Future
    April 14, 2005