Publications per year
Publications per year
Personal profile
Education/Academic qualification
Environmental Science, BS
Environmental Science, MS
Environmental Science, PhD
Public Policy Analysis, MA
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Dive into the research topics where Mariana Cains is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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(Re)Conceptualizing trustworthy AI: A foundation for change
Wirz, C. D., Demuth, J. L., Bostrom, A., Cains, M. G., Ebert-Uphoff, I., Gagne, D. J., Schumacher, A., McGovern, A. & Madlambayan, D., May 2025, In: Artificial Intelligence. 342, 104309.Research output: Contribution to journal › Review article › peer-review
Open Access2 Scopus citations -
Road Surface Condition Detection with Machine Learning using New York State Department of Transportation Camera Images and Weather Forecast Data
Sutter, C., Sulia, K., Bassill, N., Wirz, C. D., Thorncroft, C., Rothenberger, J., Przybylo, V., Cains, M., Radford, J. T. & Evans, A., 2025, (Submitted) In: International Journal of Transportation Science and Technology.Research output: Contribution to journal › Article › peer-review
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AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography
McGovern, A., Ebert-Uphoff, I., Barnes, E. A., Bostrom, A., Cains, M. G., Davis, P., Demuth, J. L., Diochnos, D. I., Fagg, A. H., Tissot, P., Williams, J. K. & Wirz, C. D., Mar 1 2024, In: AI Magazine. 45, 1, p. 105-110 6 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Convergence research and actionable science through the lens of adaptive management
Cains, M., May 2024, In: Integrated Environmental Assessment and Management. 20, 3, p. 592-594 3 p.Research output: Contribution to journal › Editorial
Open Access -
Environmental management cycles for chemicals and climate change, EMC4: A new conceptual framework contextualizing climate and chemical risk assessment and management
Cains, M. G., Desrousseaux, A. O. S., Boxall, A. B. A., Molander, S., Molina-Navarro, E., Sussams, J., Critto, A., Stahl, R. G. & Rother, H. A., Mar 2024, In: Integrated Environmental Assessment and Management. 20, 2, p. 433-453 21 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations
Prizes
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Special Recognition Award: 2022 Postdoc Proposal Seminar Series
Cains, M. (Recipient), Kamali, S. (Recipient) & Walpole, H. D. (Recipient), 2022
Prize: Internal Award
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Special Recognition Award: R2I2 National Office Proposal
Cains, M. (Recipient), 2025
Prize: Internal Award
Activities
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NSF NCAR Convergence Science Program Interest Network Gathering
Demuth, J. (Organizer), Cains, M. (Lecturer) & Schumacher, A. (Lecturer)
Aug 19 2025Activity: Teaching/Mentoring › Teaching or Training at Workshops/Tutorials/Colloquia
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AI for Medicine and Meteorology (AIM2) Workshop
Cains, M. (Organizer), Demuth, J. (Organizer) & Bostrom, A. (Organizer)
Feb 25 2025Activity: Teaching/Mentoring › Teaching or Training at Workshops/Tutorials/Colloquia
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2025 Early Career Leadership Program
Cains, M. (Organizer), Ahlers, P. (Organizer), Abeloe, J. (Lecturer), Duncan, D. (Lecturer), McMahan, J. (Lecturer) & Davis, C. (Organizer)
Feb 24 2025 → Apr 11 2025Activity: Teaching/Mentoring › Teaching or Training at Workshops/Tutorials/Colloquia
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npj Urban Sustainability (Journal)
Cains, M. (Reviewer)
2025 → …Activity: Publication peer-review and editorial work › Editorial work
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BMC Global and Public Health (Journal)
Cains, M. (Reviewer)
2025 → …Activity: Publication peer-review and editorial work › Editorial work