Risk Analysis of Flowlines
Code and data used in Chittumuri et al., SPE Journal, (2025). GIS and machine learning pipeline for identifying high-risk oil and gas flowlines in Colorado. Includes spatial feature engineering, dimensionality reduction (PCA/CCA), and model evaluation.
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Snow Variability in Northeast Alaska
Code and data used in Anderson et al., NASA Technical Report, (2023). This project evaluates snow variability in Northeast Alaska through remote sensing and climatological data analysis as part of the NASA DEVELOP program.
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Hurricane Irma Impacts on Georgia Heirs' Property Owners
Code and data used in Chittumuri et al., NASA Technical Report, (2022). This project examines the social vulnerability and storm impact patterns experienced by heirs' property owners in Georgia following Hurricane Irma, using geospatial and census-based data analysis.
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Establishment and Analysis of Baseline Electrical Data
Code and data used in Chittumuri, SULI DOE Fall 2021 Intern Symposium, (2021). This project established baseline conditions for energy use and greenhouse gas emissions for participants in the Thermalize Juneau initiative, supporting the city's goal of achieving 80% renewable energy for heating and transportation sectors by 2045.
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