Research Output per Year
Research Output per Year
Overview
Personal Profile
Nicole Taverna's expertise centers around bridging the gaps between geoscience and data science, including machine learning, interactive data visualization, data pipeline development, subsurface characterization, statistical methods and analyses, and managing public-facing data products. Her experience lies primarily in geothermal energy, but she has worked on projects pertaining to a variety of renewable energy technologies.
Research Interests
Machine learning and statistical methods
Geothermal energy
Subsurface characterization
Geoscience
Open data
Software development
Education/Academic Qualification
Master, Data Science, Colorado School of Mines
Bachelor, Geophysics with a minor in Computer Science, Colorado School of Mines
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Collaborations and Top Research Areas From the Past 5 Years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Comparative Study of Enhanced Geothermal System Supply Curves Across CONUS from Two Temperature Models Using the Renewable Energy Potential Model (reV)
Menon, K., Trainor-Guitton, W., Thomson, S.-M., Pinchuk, P., Taverna, N., Olson, R. & Maclaurin, G., 2025. 13 p.Research output: Contribution to conference › Paper
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Empowering Geothermal Research: The Geothermal Data Repository's New AI Research Assistant
Weers, J., Podgorny, S., Taverna, N., Anderson, A., Porse, S. & Buster, G., 2025, p. 2292-2302. 11 p.Research output: Contribution to conference › Paper
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Fostering Geothermal Machine Learning Success: Elevating Big Data Accessibility and Automated Data Standardization in the Geothermal Data Repository
Taverna, N., Weers, J., Mello, S., Lowney, A., Mohammad, A. & Porse, S., 2025, p. 2279-2291. 13 p.Research output: Contribution to conference › Paper
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Low-Temperature Geothermal Play Fairway Analysis for the Denver Basin
Davalos Elizondo, E., Taverna, N. & Gold, A., 2025, p. 1931-1955. 25 p.Research output: Contribution to conference › Paper
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De-Risking Superhot EGS Development Through 3D Play Fairway Analysis: Methodology Development and Application at Newberry Volcano, Oregon, USA: Article No. 102909
Taverna, N., Pauling, H., Trainor-Guitton, W., Kolker, A., Mibei, G., Dobson, P., Sonnenthal, E., Tu, X. & Schultz, A., 2024, In: Geothermics. 118, 20 p.Research output: Contribution to journal › Article › peer-review
2 Scopus Citations
Activities
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Women in Geothermal (External organization)
Taverna, N. (Member) & Acero Allard, D. (Member)
0001Activity: Membership › Membership of network
Awards and Honors
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NREL President's Award
Osorio, J. (Recipient), Ugirumurera, J. (Recipient), Gasper, P. (Recipient), Martin, J. (Recipient), Blair, A. (Recipient), Yao, Y. (Recipient), Tolbert, I. (Recipient) & Taverna, N. (Recipient), 2022
Prize: Honorary award
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