Personal profile
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Education/Academic qualification
Atmospheric Science, PhD, Colorado State University
Atmospheric Science, MS, Colorado State University
Atmospheric Science, BS
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Collaborations and top research areas from the last five years
Publications
- 13 Article
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CAMulator: Fast Emulation of the Community Atmosphere Model
Chapman, W. E., Schreck, J., Sha, K., Gagne, D. J., Kimpara, D., Zanna, L., Mayer, K. & Berner, J., 2025, (E-pub ahead of print) In: arXiv.Research output: Contribution to journal › Article
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Can Transfer Learning be Used to Identify Tropical State-Dependent Bias Relevant to Midlatitude Subseasonal Predictability?
Mayer, K. J., Dagon, K. & Molina, M. J., Oct 2025, In: Artificial Intelligence for the Earth Systems. 4, 4, 14 p., e240091.Research output: Contribution to journal › Article › peer-review
1 Citation (Web of Science) -
Disentangling Regional Drivers of Top Antarctic Snowfall Days With a Convolutional Neural Network
Baiman, R., Winters, A. C., Mayer, K. J. & Reiher, C. A., May 28 2025, In: Geophysical Research Letters. 52, 10, e2025GL115254.Research output: Contribution to journal › Article › peer-review
Open Access -
Observed and modeled amplification of the frequency, duration, and extreme heat impacts of the Pacific trough regime
Perez-Carrasquilla, J., Molina, M. J., Mayer, K., Dagon, K., Fasullo, J. & Simpson, I., 2025, In: Earth's Future. 13, e2025EF007140Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Exploring the Relative Importance of the MJO and ENSO to North Pacific Subseasonal Predictability
Mayer, K. J., Chapman, W. E. & Manriquez, W. A., May 28 2024, In: Geophysical Research Letters. 51, 10, e2024GL108479.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations
Activities
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Introduction to ANN, CNN, and XAI
Mayer, K. (Lecturer)
2025Activity: Teaching/Mentoring › Teaching or Training at Workshops/Tutorials/Colloquia
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George Mason University (External organization)
Mayer, K. (Member)
2025 → 2027Activity: Membership & committees › Thesis Committee
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AI Roadmap Working Group
Mayer, K. (Member)
2025Activity: Internal Service › Membership of Internal Committee
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Machine Learning for Scientific Exploration in the Earth System Sciences
Mayer, K. (Speaker)
2025Activity: Give a talk or presentation › Invited talk
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Exploring the Relative Contribution of the MJO and ENSO to Midlatitude Subseasonal Predictability
Mayer, K. (Speaker)
2025Activity: Give a talk or presentation › Oral presentation
Datasets
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Data for Exploring the Relative Contribution of the MJO and ENSO to Mid-latitude Subseasonal Predictability
Mayer, K. (Creator) & Chapman, W. (Contributor), NSF NCAR - National Center for Atmospheric Research, Feb 12 2024
DOI: 10.5065/f21v-ya03
Dataset