Data Mining Geophysical Content from Satellites and Global Climate Models. - David Erickson; Jamison Daniel; Melissa R. Allen; Auroop R. Ganguly; Forrest M. Hoffman; Steven Pawson; Lesley Ott; Eric Neilson (ICDM Workshops, 2009)

Simplified parallel domain traversal. - Wesley Kendall; Jingyuan Wang; Melissa R. Allen; Tom Peterka; Jian Huang 007; David Erickson (SC, 2011)

WebGIobe - A cloud-based geospatial analysis framework for interacting with climate data. - Arun Sharma; Syed Mohammed Arshad Zaidi; Varun Chandola; Melissa R. Allen; Budhendra L. Bhaduri (BigSpatial@SIGSPATIAL, 2018)

A Mobility-Driven Approach to Modeling Building Energy. - Anne Berres; Piljae Im; Kuldeep R. Kurte; Melissa R. Allen-Dumas; Gautam S. Thakur; Jibonananda Sanyal (IEEE BigData, 2019)

Smoky Mountain Data Challenge 2020: An Open Call to Solve Data Problems in the Areas of Neutron Science, Material Science, Urban Modeling and Dynamics, Geophysics, and Biomedical Informatics. - Suzanne Parete-Koon; Peter F. Peterson; Garrett E. Granroth; Wenduo Zhou; Pravallika Devineni; Nouamane Laanait; Junqi Yin; Albina Y. Borisevich; Ketan Maheshwari; Melissa R. Allen-Dumas; Srinath Ravulaparthy; Kuldeep R. Kurte; et al. (SMC, 2020)

Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific Data Challenges Using Advanced Data Analytics and Edge Computing. - Pravallika Devineni; Panchapakesan Ganesh; Nikhil Sivadas; Abhijeet Dhakane; Ketan Maheshwari; Drahomira Herrmannova; Ramakrishnan Kannan; Seung-Hwan Lim; Thomas E. Potok; Jordan B. Chipka; Priyantha Mudalige; Mark Coletti; et al. (SMC, 2021)

Exploring the Spatial Relationship Between Demographic Indicators and the Built Environment of a City. - Ridhima Singh; Melissa R. Allen-Dumas (SMC, 2021)

Analysis of Correlation between Cold Weather Meteorological Variables and Electricity Outages. - Melissa R. Allen-Dumas; Sangkeun Lee 002; Supriya Chinthavali (IEEE Big Data, 2022)

Generative adversarial networks for ensemble projections of future urban morphology. - Melissa R. Allen-Dumas; Abigail R. Wheelis; Levi T. Sweet-Breu; Joshua Anantharaj; Kuldeep R. Kurte (ARIC@SIGSPATIAL, 2022)

Patterns and Predictions: Generative Adversarial Networks for Neighborhood Generation. - Abigail R. Wheelis; Levi T. Sweet-Breu; Melissa R. Allen-Dumas (SMC, 2022)

Online Heatmap Generation with Both High and Low Weights. - Yan Y. Liu; Melissa R. Allen-Dumas (CoRR, 2022)

An overview of visualization and visual analytics applications in water resources management. - Haowen Xu; Andy Berres; Yan Liu 009; Melissa R. Allen-Dumas; Jibonananda Sanyal (Environ. Model. Softw., 2022)

Understanding the Computing and Analysis Needs for Resiliency of Power Systems from Severe Weather Impacts. - Jibonananda Sanyal; Melissa R. Dumas; Sangkeun Matt Lee; Supriya Chinthavali; Jennifer King; Srijib Mukherjee (PASC, 2023)

naturf: a package for generating urban parameters for numerical weather modeling. - Levi T. Sweet-Breu; Em Rexer; Chris R. Vernon; Melissa R. Allen-Dumas; Stefan Krawczyk (J. Open Source Softw., 2024)