Organizers:
Eliot Quataert, Princeton University
Alex Schekochihin, University of Oxford
Laure Zanna, New York University
Meeting Goals:
A common problem facing a wide range of disciplines in the physical sciences is that phenomena at a diverse range of length and timescales are critical to the dynamics and time evolution of the system. For example, the densest objects in the Universe, black holes, are one of the largest sources of energy production in the formation of structure and influence the dynamics of the Universe on scales up to billions of times larger than the black hole itself. On the Earth and on the millions of exoplanets in our galaxy, the properties of small-scale turbulence in the atmosphere and ocean are critical for the atmospheric dynamics and the long-term evolution of the climate; and in laboratory fusion devices, small-scale turbulence regulates the temperature achievable in fusion devices, and thus the likelihood of self-sustaining fusion reactions.
The general challenge in multi-scale physics problems is that short length and time-scale phenomena impact the long length and time-scale behavior and vice-versa. The relevant physics, and indeed often even the relevant equations, needed to describe the system on these diverse scales can be quite different. This raises significant challenges both in principle (e.g., at the applied math level) and in practice (e.g., at the theoretical and computational level) regarding how to accurately model such systems. This challenge can be viewed as formulating an “effective field theory” for the system that correctly couples the dynamics across multiple length and time-scales, as has been successfully done in particle physics, condensed matter physics, and theories of large-scale structure.
The Simons Symposium on multi-scale physics brought together experts in a range of disciplines that face these challenges, including astrophysics, climate science, plasma physics, oceanography, machine learning, applied math, and theoretical physics. By discussing the challenges facing each discipline and their methods for tackling multi-scale problems, the community learned techniques from the others, thus simultaneously advancing a wide range of disciplines.
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The Symposium at Schloss Elmau from 6/8–6/15 was a dynamic and interactive exploration of the broad problem of multiscale physics across many different disciplines. Here we summarize some of the main themes of the talks and discussions. The participants covered a wide range of disciplines including astrophysics, climate science, ecology, exoplanets, cosmology, applied math, and classical field theory. This second instalment of the symposium series on multiscale physics focused more on the underlying fundamental physics of these systems rather than the modelling methodology, highlighting the rich conceptual core of the subject, although “method” was never far behind the “madness”, and some happy synergy was achieved.
There was a broad range of talks on atmospheric physics applied to both exoplanets, the Earth, and other solar system objects. Caroline Morley discussed the critical and uncertain physics of clouds and their role in Earth’s climate and exoplanets. Similar themes were emphasized in Emily Raucher and Yamila Miguel’s summary of what observations of exoplanets are currently possible, new results from the James Webb Space Telescope (JWST), and the key theoretical uncertainties in exoplanet atmosphere models. Nadir Jeevanjee highlighted the role of infrared absorption of light by water vapor in setting the thermal structure of the Earth’s atmosphere (in particular the temperature at the tropopause) and the need for wavelength-dependent radiation transfer to capture its effects correctly. Mike Byrne gave a nice summary of how the land temperature on Earth is determined by the neighboring water temperature and basic physical principles that are analytically tractable across a range of climate conditions. Yu Zhang showed how convective physics limits the temperature achievable in heat waves on Earth (a useful talk given the heat wave the east coast and midwest US participants faced soon after returning from the symposium). Wanying Kang extended the discussion of planetary climates to the water-ice moons of Jupiter and Saturn and showed how convection, tides, and baroclinicity regulate the thermal structure of the oceans.
François Rincon made key connections between models of climate change on Earth and its implications for ecology. He also eloquently highlighted his own intellectual journey from astrophysical fluid dynamics to ecology, and ways in which expertise gained in the former could be brought to bear on the latter. In a discussion session, Jonathan Squire and Phil Hopkins explained the nature of newly discovered instabilities of multi-fluid systems in astrophysics (particles and gas); and there was an active discussion regarding whether such instabilities could also be present in Earth’s atmosphere and/or exoplanet atmospheres. Overall, there was a particularly productive exchange of ideas and methods among the diverse climate/atmosphere scientists/fluid dynamicists at the symposium.
A second theme of the symposium was the diverse range of astrophysical systems in which multiscale and often multiphysics problems play a critical role. Greg Bryan highlighted one of the most challenging of these, which is the impact of energy produced by black hole accretion on the properties of the hot plasma in galaxies (which is the fuel for star formation and the growth of the black hole itself). A subsequent discussion session focused in part on the role of buoyant ‘thermals’ created by black hole jets in heating the surrounding plasma and the similarities/differences in the physics of astrophysical and atmospheric thermals. Daniel Lecoanet and Valentin Skoutnev stressed the importance of 3D physical processes in the structure and evolution of stars (convection, magnetism), and the need for developing approximate techniques to model such physics in 1D stellar models. Barry Ginat and Frank van den Bosch both showed how even the comparatively scale-free problem of dark matter and its nonlinear evolution on cosmological timescales required techniques similar to those used in multi-scale physics problems. Giant showed that the power spectrum of dark matter density fluctuations on nonlinear scales can be understood by importing ideas of critical balance and phase-space cascades from MHD and plasma turbulence. Van den Bosch emphasized the connections between the gravitational dynamics of the inner cores of dark matter halos and related kinetic theory problems in plasma physics. It was clear that the aficionados of 1/r potentials — gravitational and electrical — had much to learn from each other, and did.
Finally, a number of talks focused on methodologies for tackling multi-scale physics problems. There were excellent discussions at the breaks and meals of whether these methodologies could be applied to an even broader range of problems than is currently done. Grisha Falkovich showed how renormalization group techniques can be applied in theories of turbulence to connect formally the weak and strong turbulence regimes. Leanardo Senatore showed how related techniques of effective field theory can be applied to parametrize small-scale feedback on large-scale structure on mildly non-linear scales, and described why these techniques are so important for analyzing current and future cosmological data sets. Jonathan Squire used the example of the problem of the heating and acceleration of the solar wind to illustrate the importance of reduced models, in this case specific orderings applied to magnetized plasma turbulence that make the problem of turbulence and heating in the solar wind tractable (drawing on some theoretical strategies originating from fusion plasmas), and revealed a number of previously under-appreciated ways such turbulence is driven. David Hosking highlighted the importance of nonlinear instabilities in magnetized plasmas and their analogy to similar dynamics in atmospheric science. He also described how the outcome of such nonlinear instabilities can be evaluated using statistical mechanics, an approach that has not been applied in atmospheric science but that could be fruitful (and indeed started to bear fruit in his interactions with the atmospheric scientists in the room). Finally, Phil Hopkins and Steve Tobias organized a joint presentation and discussion of numerical methods for multi-scale physics problems. Hopkins highlighted the increasing diversity of “refinement” techniques in astrophysics, in which an Eulerian grid or Lagrangian cells are refined/derefined in resolution, adaptively allowing one to capture a much broader range of scales in a numerical simulation. Tobias introduced analogous methods in spectral simulations, in which Fourier space was sampled logarithmically rather than linearly. This has the advantage of allowing a much larger dynamic range but the disadvantage of only simulating a subset of the nonlinear couplings. The final discussion session focused, inter alia, on synthesizing the basic scenarios of nonlinear saturation in systems comprised of mean fields and fluctuations and the strategies for predicting the outcomes of saturation in terms of transport and quasi-stationary profiles depending which of the (two) saturation classes that were identified the system belonged to.
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Tuesday, June 10, 2025
10:00 - 11:00 AM Caroline Morley I The Physics of Clouds, on Earth, in the Solar System, & Beyond
View Slides (PDF)11:30 - 12:30 PM François Rincon I A Fluid Bifurcation from Astrophysical to Ecological Turbulence 5:00 - 6:00 PM Greg Bryan I A Multi-Scale Physics Approach to Understanding Galaxy Self-Regulation 6:15 - 7:15 PM Gregory Falkovich I Interaction Renormalization in Field Theory & Turbulence
View Slides (PDF)Wednesday, June 11, 2025
10:00 - 11:00 AM Emily Rauchser & Yamila Miguel I Exoplanet Atmospheres
View Slides (PDF)
View Slides (PDF)11:30 - 12:30 PM David Hosking I Nonlinear relaxation subject to detailed constraints
View Slides (PDF)5:00 - 6:00 PM Leonardo Senatore I Application of Effective Field Theory Techniques to the Large-Scale Structure of he Universe
View Slides (PDF)6:15 - 7:15 PM Nadir Jeevanjee I Molecular Spectroscopic Control of Convective Layer Depth in Earth's Atmosphere
View Slides (PDF)Thursday, June 12, 2025
5:00 - 6:00 PM Daniel Lecoanet & Valentin Skoutnev I Multiscale Phenomena in Stars
View Slides (PDF)6:15 - 7:15 PM Organizers | Discussion Session Friday, June 13, 2025
10:00 - 11:00 AM Jonathan Squire I Understanding the Interaction of Turbulence with Global Structure Using Local Reduced Models 11:30 - 12:30 PM Mike Byrne I Large-Scale & Local-Scale Influences on Tropical Land Climate
View Slides (PDF)4:30 - 5:30 PM Wanying Kang I The Interplay Between Convection, Tides & Baroclinic Instability in Icy Ocean Worlds
View Slides (PDF)5:45 - 6:45 PM Barry Ginat I Gravitational Phase-Space Turbulence - the Small-Scale Limit of the Cold-Dark-Matter Power-Spectrum
View Slides (PDF)8:30 PM Concert | Mischa Maisky performing Brahms Saturday, June 14, 2025
10:00 - 11:00 AM Yi Zhang I Convective Instability Puts Physical Limits on Heat Extremes
View Slides (PDF)11:30 - 12:30 PM Frank van den Bosch I Core Dynamics: A Proving-Ground for the Nature of Dark Matter
View Slides (PDF)5:00 - 6:00 PM Phil Hopkins & Steve Tobias I Methods of Modeling Multi-scale, Multi-physics Problems
View Slides (PDF)6:15 - 7:15 PM Organizers | Discussion Session