Statistical and Nonlinear Physics of Earth and its Climate

Presentations

• Aging and Slow Dynamics in Earth's Carbon Cycle

  ORAL · Invited

  March 4, 2024, 9:00 AM – March 4, 2024, 9:36 AM

  Presenters

  • Daniel H Rothman

    Massachusetts Institute of Technology MIT

  Authors

  • Daniel H Rothman

    Massachusetts Institute of Technology MIT

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• Climate Prediction in Reduced Dimensions: A Comparative Analysis of Reservoir Computing and Attention-based Transformers

  ORAL

  March 4, 2024, 9:36 AM – March 4, 2024, 9:48 AM

  Publication: Nadiga, B. T. (2021). Reservoir computing as a tool for climate predictability studies. Journal of Advances in Modeling Earth Systems, 13(4), e2020MS002290
  Luo, X., Nadiga, B. T., Park, J. H., Ren, Y., Xu, W., & Yoo, S. (2022). A Bayesian Deep Learning Approach to Near‐Term Climate Prediction. Journal of Advances in Modeling Earth Systems, 14(10), e2022MS003058.
  
  

  Presenters

  • Balu Nadiga

    LANL

  Authors

  • Balu Nadiga

    LANL

  • Kaushik Srinivasan

    University of California Los Angeles

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• The proportionality of temperature to forcing in transient climate change

  ORAL

  March 4, 2024, 9:48 AM – March 4, 2024, 10:00 AM

  Presenters

  • Nadir Jeevanjee

    NOAA/GFDL

  Authors

  • Nadir Jeevanjee

    NOAA/GFDL

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• The Thermodynamics of Trees may be helpful in controlling the Climate

  ORAL

  March 4, 2024, 10:00 AM – March 4, 2024, 10:12 AM

  Presenters

  • Richard M Kriske

    University of Minnesota

  Authors

  • Richard M Kriske

    University of Minnesota

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• Understanding long-term variability of the Madden-Julian Oscillation leveraging in-situ observations

  ORAL · Invited

  March 4, 2024, 10:12 AM – March 4, 2024, 10:48 AM

  Presenters

  • Juliana Dias

    NOAA

  Authors

  • Juliana Dias

    NOAA

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• Antarctic Bottom Water Warming in Eastern Pacific Southern Ocean

  ORAL

  March 4, 2024, 10:48 AM – March 4, 2024, 11:00 AM

  Presenters

  • AKM Sadman Mahmud

    Bucknell University

  Authors

  • AKM Sadman Mahmud

    Bucknell University

  • Alison Macdonald

    Senior Research Specialist (Physical Oceanography Department), WHOI

  • Gregory Johnson

    Researcher, NOAA PMEL

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• Learning Stable and Generalizable Closed-form Equations for Geophysical Turbulence

  ORAL

  March 4, 2024, 11:00 AM – March 4, 2024, 11:12 AM

  Publication: Jakhar, K., Guan, Y., Mojgani, R., Chattopadhyay, A., Hassanzadeh, P., & Zanna, L. (2023). Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges. arXiv preprint arXiv:2306.05014.
  

  Presenters

  • Karan Jakhar

    Rice University

  Authors

  • Karan Jakhar

    Rice University

  • Rambod Mojgani

    Rice University

  • Yifei Guan

    Rice University

  • Ashesh K Chattopadhyay

    University of California, Santa Cruz

  • Pedram Hassanzadeh

    University of Chicago

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• Multi-agent reinforcement learning for subgrid-scale modeling of environmental turbulence

  ORAL

  March 4, 2024, 11:12 AM – March 4, 2024, 11:24 AM

  Presenters

  • Rambod Mojgani

    Rice University

  Authors

  • Rambod Mojgani

    Rice University

  • Daniel Wälchli

    ETHZ

  • Yifei Guan

    Rice University

  • Petros Koumoutsakos

    Harvard University

  • Pedram Hassanzadeh

    University of Chicago

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• Learning and using scores for efficient Bayesian filtering

  ORAL

  March 4, 2024, 11:24 AM – March 4, 2024, 11:36 AM

  Publication: Score operator Newton transport https://arxiv.org/abs/2305.09792 (preprint)

  Presenters

  • Nisha Chandramoorthy

    Georgia Institute of Technology

  Authors

  • Nisha Chandramoorthy

    Georgia Institute of Technology

  • Youssef Marzouk

    Massachusetts Institute of Technology

  • Anant Gupta

    Georgia Institute of Technology

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• Abstract Withdrawn

  ORAL Withdrawn

  March 4, 2024, 11:36 AM – March 4, 2024, 11:48 AM

  View abstract →

• An Empirical Study on Climate Change in Africa and the Role of Physics in its Mitigation

  ORAL

  March 4, 2024, 11:48 AM – March 4, 2024, 12:00 PM

  Presenters

  • ABIOLA O ILORI

    Olusegun Agagu University of Science and Technology

  Authors

  • ABIOLA O ILORI

    Olusegun Agagu University of Science and Technology

  • Naven Chetty

    University of KwaZulu-Natal

  View abstract →