Publications per year
Publications per year
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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Dive into the research topics where Dan Amrhein 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
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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 Access1 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 Access1 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 -
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 -
Last Glacial Maximum pattern effects reduce climate sensitivity estimates
Cooper, V. T., Armour, K. C., Hakim, G. J., Tierney, J. E., Osman, M. B., Proistosescu, C., Dong, Y., Burls, N. J., Andrews, T., Amrhein, D. E., Zhu, J., Dong, W., Ming, Y. & Chmielowiec, P., 2024, In: Science advances. 10, 16, eadk9461.Research output: Contribution to journal › Article › peer-review
Open Access21 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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Cornell University
Kwong, A. (Mentee)
May 10 2025Activity: Hosting an Event › External Professional Mentorship
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University of South Florida
Nguyen, H. (Mentee)
May 10 2025 → Aug 10 2025Activity: Hosting an Event › External Professional Mentorship
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Princeton University
Amrhein, D. (Mentor) & Ishraque, F. (Mentee)
Jan 31 2024 → Jan 31 2026Activity: Hosting an Event › External Professional Mentorship
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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)