Multidisciplinary Research and Education on Big Data + High-Performance Computing + Atmospheric Sciences

Part of NSF Initiative on Workforce Development for Cyberinfrastructure (CyberTraining)

Publications


Peer Reviewed Publications

Technical Reports

Posters


Peer Reviewed Publications

Jianwu Wang, Matthias Gobbert, Zhibo Zhang, Aryya Gangopadhyay and Glenn Page. Multidisciplinary Education on Big Data + HPC + Atmospheric Sciences, In Proceedings of the Workshop on Education for High-Performance Computing (EduHPC-17) at SC'2017.

Hua Song, Jianwu Wang, Jing Tian, Jingfeng Huang, Zhibo Zhang, Spatio-temporal climate data causality analytics – an analysis of ENSOS’s global impacts, In Proceedings from the 8th International Workshop on Climate Informatics, 2018.

Wenbin Zhang, Jianwu Wang, Daeho Jin, Lazaros Oreopoulos, Zhibo Zhang, A Deterministic Self-Organizing Map Approach and its Application on Satellite Data based Cloud Type Classification, Accepted by 2018 IEEE International Conference on Big Data (BigData 2018)

[back to top]

Technical Reports

Noah Sienkiewicz, Arjun Pandya, Tim Brown, Carlos Barajas, and Matthias K. Gobbert, Numerical Methods for Parallel Simulation of Diffusive Pollutant Transport from a Point Source, Technical Report HPCF-2018-11, UMBC High Performance Computing Facility, University of Maryland, Baltimore County, 2018. (HPCF machines used: maya.). [ .pdf ]

Carlos Barajas, Lipi Mukherjee, Pei Guo, Susan Hoban, Daeho Jin, Aryya Gangopadhyay, and Jianwu Wang. Benchmarking parallel implementations of cloud type clustering from satellite data, Technical Report HPCF-2018-12, UMBC High Performance Computing Facility, University of Maryland, Baltimore County, 2018. (HPCF machines used: maya.). [ .pdf ]

Peichang Shi, Qianqian Song, Janita Patwardhan, Zhibo Zhang, and Jianwu Wang, Mineral Dust Detection Using Satellite Data, Technical Report HPCF-2018-13, UMBC High Performance Computing Facility, University of Maryland, Baltimore County, 2018. (HPCF machines used: maya.). [ .pdf ]

Hua Song, Jing Tian, Jingfeng Huang, Jianwu Wang, and Zhibo Zhang, Causality Analysis of ENSO’s Global Impacts on Climate Variables based on Data-driven Analytics and Climate Model Simulation, Technical Report HPCF-2018-14, UMBC High Performance Computing Facility, University of Maryland, Baltimore County, 2018. (HPCF machines used: maya.). [ .pdf ]

Yunwei Cui, Meng Gao, Scott Hottovy, Chamara Rajapakshe, and Zhibo ZhangTeam, The impacts of 3D radiative transfer effects on cloud radiative property simulations and retrievals, Technical Report HPCF-2018-15, UMBC High Performance Computing Facility, University of Maryland, Baltimore County, 2018. (HPCF machines used: maya.). [ .pdf ]

[back to top]

Posters



Year 1 Team 4 Poster


[back to top]