Personal profile
Education/Academic qualification
Physics, BA, Columbia University in the City of New York
MS, Massachusetts Institute of Technology
PhD, Massachusetts Institute of Technology
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Collaborations and top research areas from the last five years
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Advances in Paleoclimate Data Assimilation
Tierney, J. E., Judd, E. J., Osman, M. B., King, J. M., Truax, O. J., Steiger, N. J., Amrhein, D. E. & Anchukaitis, K. J., May 30 2025, In: Annual Review of Earth and Planetary Sciences. 53, 1, p. 625-650 26 p.Research output: Contribution to journal › Review article › peer-review
Open Access2 Scopus citations -
Cross-Attractor Transforms: Improving Forecasts by Learning Optimal Maps Between Dynamical Systems and Imperfect Models
Agarwal, N., Amrhein, D. E. & Grooms, I., Feb 28 2025, In: Geophysical Research Letters. 52, 4, e2024GL110472.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Temporal Comparisons Involving Paleoclimate Data Assimilation: Challenges and Remedies
Emile-Geay, J., Hakim, G. J., Viens, F., Zhu, F. & Amrhein, D. E., Mar 2025, In: Journal of Climate. 38, 5, p. 1365-1385 21 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
The Data Assimilation Research Testbed: A Robust, Scalable Software Facility with Groundbreaking Capabilities for Model-Data Integration
El Gharamti, M., Kershaw, H., Raeder, K., Raczka, B., Johnson, B., Smith, M., Anderson, J., Amrhein, D., Collins, N., Hoar, T., Gaubert, B., Grooms, I. & Kugler, L., Nov 2025, In: Bulletin of the American Meteorological Society. 106, 11, p. 2328-2345 18 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A Dynamics-Weighted Principal Components Analysis of Dominant Atmospheric Drivers of Ocean Variability with an Application to the North Atlantic Subpolar Gyre
Amrhein, D. E., Stephenson, D. & Thompson, L., Apr 15 2024, In: Journal of Climate. 37, 8, p. 2673-2693 21 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations
Prizes
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Emulating Water Isotopes in Fully-coupled Global Climate Models using Knowledge-guided Machine Learning
Zhu, F. (Recipient), Zhu, J. (Recipient), Amrhein, D. (Recipient), Jia, X. (Recipient) & Xie, Y. (Recipient), 2025
Prize: External Award
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Cross-attractor transforms: Improving forecasts by learning optimal maps between dynamical systems and imperfect models
Amrhein, D. (Speaker)
Jun 24 2025Activity: Give a talk or presentation › Poster
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University of South Florida
Nguyen, H. (Mentee)
May 10 2025 → Aug 10 2025Activity: Hosting an Event › Host an internal event
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Princeton University
Amrhein, D. (Mentor) & Ishraque, F. (Mentee)
Jan 31 2024 → Jan 31 2026Activity: Hosting an Event › Host an internal event
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US CLIVAR Processes, Observations, and Synthesis Panel (External organization)
Amrhein, D. (Co-Chair)
Feb 1 2023 → Feb 1 2027Activity: Membership & committees › Membership of committee (external)