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Sanjana Vijayshankar

National Renewable Energy Laboratory

1617 Cole Blvd.

Golden, CO 80401-3393

United States

  • National Renewable Energy Laboratory

SCHOLARLY PAPERS

5

DOWNLOADS

411

TOTAL CITATIONS

8

Scholarly Papers (5)

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1.

Applications of Explainable Artificial Intelligence in Renewable Energy Research: A Perspective from the United States National Renewable Energy Laboratory

Number of pages: 20 Posted: 23 Nov 2024
Jordan Perr-Sauer, Juliette Ugirumurera, Jamil Gafur, Erik A. Bensen, Truc Nguyen, Shuva Paul, Joseph Severino, Ambarish Nag, Sanjana Vijayshankar, Paul Gasper, Donal Finegan, Jacob Holden, Juliane Mueller, Peter Graf, Charles Tripp and Hilary Egan
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, Carnegie Mellon University, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory - Energy Conversion and Storage Systems Center, National Laboratory of the Rockies, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory and National Renewable Energy Laboratory
Downloads 152 (491,334)
Citation 2

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Explainable Artificial Intelligence, Interpretable Machine Learning, Trustworthy Artificial Intelligence, Deep Learning, Renewable Energy, Energy Systems

2.

AI-Based Analytics and Energy Modeling Framework for Characterizing Urban Energy Systems

Number of pages: 33 Posted: 22 May 2025
Rawad El Kontar, Maryam Almaian, Deepthi Vaidhynathan, Sanjana Vijayshankar, Jiazhen Ling, Ryan King and Tarek Rakha
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory and Georgia Institute of Technology
Downloads 120 (596,393)

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Urban Energy Modeling, Model Characterization, Machine Learning, Artificial Intelligence, Energy Efficiency

3.

Techno-Economic Analysis of Low-Carbon Hydrogen Production Pathways for Decarbonizing Steel and Ammonia Production

Number of pages: 50 Posted: 08 Apr 2024
Evan P. Reznicek, Mariya Koleva, Jennifer King, Matthew Kotarbinski, Elenya Grant, Sanjana Vijayshankar, Kaitlin Brunik, Jared Thomas, Abhineet Gupta, Steven Hammond, Vivek Singh, Richard Tusing, Pingping Sun, Kyuha Lee, Amgad Elgowainy, Hanna Breunig, Fabian Rosner and João Pereira Pinto
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Laboratory of the Rockies, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, Government of the United States of America - Argonne National Laboratory, Government of the United States of America - Argonne National Laboratory, Government of the United States of America - Argonne National Laboratory, University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and Government of the United States of America - Oak Ridge National Laboratory
Downloads 82 (790,029)
Citation 6

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green steel, green ammonia, Hydrogen production, direct reduction of iron, electrolyzers, hydrogen storage, hybrid systems, GreenHEART

4.

Learning-based Prediction of Residential Upgrade Adoption

Number of pages: 44 Posted: 07 Mar 2026
Sanjana Vijayshankar, Bandana Kar, Hope Elsayed, Rawad El Kontar, Deepthi Vaidhynathan and Katelyn Stenger
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory and National Laboratory of the Rockies
Downloads 29 (1,359,097)

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Residential Technology, Decision Making, Upgrades, Machine learning, HVAC

5.

Learning Utility Demand from Balancing Authority Trends and Weather Patterns

Number of pages: 29 Posted: 15 Jan 2026
Sanjana Vijayshankar, Deepthi Vaidhynathan, Rawad El Kontar, Dylan Wald and Ryan King
National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory, National Renewable Energy Laboratory and National Renewable Energy Laboratory
Downloads 28 (1,345,526)

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Demand Disaggregation, Machine learning, SHAP, Visualization