Atmosphere and Ocean Dynamics
The research activities of the Muller group lie in the fields of geophysical fluid dynamics and climate science. The team is particularly interested in processes, which are too small in space and time to be explicitly resolved in coarse-resolution Global Climate Models (GCMs) used for climate prediction. Important examples are internal waves in the ocean, and clouds in the atmosphere. These small-scale processes need to be parametrized, that is, modeled with simple equations, in GCMs in order to improve current model projections of climate change. The group’s overall goal is to improve our fundamental understanding of these small-scale processes of our climate, using theoretical and numerical tools, as well as in-situ and satellite measurements.
Key questions addressed are:
– What is the response of the hydrological cycle to global warming? Numerous studies, using both regional high-resolution models and global coarse-resolution models, predict an increase of the intensity of precipitation extremes with warming. Understanding this amplification of precipitation extremes with climate change is a crucial question, with important socio-economic consequences.
– What are the physical processes responsible for the organization of tropical clouds? There are different types of organized convection, that is, the overturning of air within which clouds are embedded. Arguably, the most spectacular example is the tropical cyclone, with its eye devoid of deep convection, surrounded by a cloudy eyewall where extreme winds are found. In fact, organized convection is ubiquitous in the tropics. But it is still poorly understood, despite strong societal and climatic impacts.
– What is the contribution of internal waves to ocean mixing, and what impact do they have on the ocean large-scale circulation? Internal waves are ubiquitous in the ocean, and contribute significantly to the ocean global energetics. One of the goals of the Muller group is to clarify the physical mechanisms leading to the instability, overturning and breaking of those waves, as well as to quantify the mixing induced by wave breaking events.
On this site:
Giousef Alexandros Charinti
New theoretical perspectives on self-aggregation of clouds | Tropical energetics in a warming climate | Tropical cyclone formation and intensification | Ocean-atmosphere interactions
Khouider B, GOSWAMI BB, Phani R, Majda AJ. 2023. A shallow‐deep unified stochastic mass flux cumulus parameterization in the single column community climate model. Journal of Advances in Modeling Earth Systems. 15(11), e2022MS003391. View
Abramian S, Muller CJ, Risi C. 2023. Extreme precipitation in tropical squall lines. Journal of Advances in Modeling Earth Systems. 15(10), e2022MS003477. View
GOSWAMI BB, An SI. 2023. An assessment of the ENSO-monsoon teleconnection in a warming climate. npj Climate and Atmospheric Science. 6, 82. View
Clark Di Leoni P, Agasthya LN, Buzzicotti M, Biferale L. 2023. Reconstructing Rayleigh–Bénard flows out of temperature-only measurements using Physics-Informed Neural Networks. The European Physical Journal E. 46(3), 16. View
GOSWAMI BB. 2023. Role of the eastern equatorial Indian Ocean warming in the Indian summer monsoon rainfall trend. Climate Dynamics. 60, 427–442. View
ReX-Link: Caroline Muller
since 2021 Assistant Professor, Institute of Science and Technology Austria (ISTA)
2015 – 2021 CNRS researcher & Lecturer at Ecole Normale Superieure, Paris, France
2012 – 2015 CNRS researcher, Ecole Polytechnique, Paris, France
2010 – 2012 Research Scholar, Princeton University/GFDL, Princeton, USA
2008 – 2010 Postdoc, Massachusetts Institute of Technology, Cambridge, USA
2008 PhD, New York University, Courant Institute of Mathematical Sciences, New York, USA
2019-2024 ERC Starting Grant
2019 Invited professor – New York University – Abu Dhabi campus
2012-2017 Director of summer school organized by Ecole Polytechnique & the University of Cambridge – fdse.org
2016 Invited professor – New York University – Shanghai campus
2015 Joint appointment as lecturer at Ecole Normale Superieure, Paris
2009 Publication selected to be an Editor’s Highlight, Geophysical Research Letter
2007 Sandra Bleistein Prize, Courant Institute of Mathematical Sciences
2007 Nominated for Outstanding Teaching Award, New York University
2007 Best poster presentation award, AMS Conference on Atmospheric and Oceanic Fluid Dynamics
2003-2008 Henry MacCracken Fellowship, New York University