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Configuration Spaces over Non-Smooth Spaces

Configuration Spaces over Non-Smooth Spaces

Lorenzo Dello Schiavo (ORCID: 0000-0002-9881-6870)
  • Grant DOI 10.55776/ESP208
  • Funding program ESPRIT
  • Status ended
  • Start August 1, 2022
  • End November 30, 2024
  • Funding amount € 294,016

Disciplines

Mathematics (100%)

Keywords

    Configuration Spaces, Non-Smooth Geometry, Point Processes, Dirichlet forms, Metric Measure Spaces

Abstract Final report

Configurationssystems of many identical particles in a common environmentdescribe a variety of phenomena in multiple contexts and at any scale: from the interaction of physical bodies to the social behavior of a collective, from grains of sand to galaxies in the universe. Clouds of ions in an electromagnetic field, clusters of stars subject to gravitation, schools of fish, automated vehicles collectively navigating traffic are just some examples. The common understanding behind all such complex systems is that focusing on each of their single constituents does not provide any effective description of the system as a whole: the number of particles in a configuration (be it molecules, individuals, etc.) is so large thatfor all practical purposesit may be considered infinite. The configuration space over a given base spacethe collection of all configurations in a given environmentis the mathematical object apt to address this infinity. In recent years, configuration spaces have been shown to inherit properties of the corresponding base spaces: analytical ones, such as completeness; geometric ones, such as curvature; and stochastic ones, such as the existence of random evolutions of configurations described in terms of the random evolution of their particles subject to a common interaction. State-of-the-art research on the subject is however confined to the case of smooth base spaces, such as the standard three-dimensional Euclidean space or a one-sheeted hyperboloid. The goal of the project is to dramatically expand the scope of the theory to include base spaces accounting for all sorts of singularities, from simple ones, such as cones, to intricated and intriguing ones, such as fractals . This wider class of base spaces is central to real-life applications and includes in particular environments with obstacles (rocks and barrier reefs which shoals of fish stay clear of) and networks (roads and routes which vehicles are confined to). Together with non-smooth base spaces, the project shall also consider rougher interactions described as singular functions of the mutual distance between particles, as well as the random stochastic dynamics of a tagged particle in the system, for example: a predator fish hunting in a shoal, or an electrically charged probe in a plasma.

The research conducted as part of this project has significantly advanced our understanding of the mathematical description of configurations-ensembles of infinitely many identical particles, potentially influenced by physical forces. This abstract framework has broad applicability, ranging from the behavior of gas molecules under electromagnetic interactions to the dynamics of galaxy clusters governed by gravitational forces. Notably, it offers effective constraints on the long-term behavior of such particle systems when random forces arise from energy fluctuations within the system. Mathematically, the project has provided a comprehensive understanding of the concept of "curvature" in both local and non-local dynamics on configuration spaces. The findings demonstrate that these spaces are not flat but instead exhibit lower bounds on an appropriate notion of local curvature, specifically "Ricci curvature." In achieving these results, the project also developed several mathematical tools with extensive applications to other problems, including the study of infinite systems and, more broadly, infinite-dimensional spaces. These newly developed tools include, in particular: representations of the system's evolution as the "sum" of all its dynamically invariant parts. This approach allows a focus on each individual invariant component rather than the system as a whole, thereby reducing the system's complexity to that of its minimal constituents. Additionally, the tools provide a highly general understanding of easily verifiable local conditions for the global convergence of dynamics in the absence of energy fluctuations. They also offer effective synthetic descriptions of curvature lower bounds, formulated in terms of a newly introduced metric for comparing different configurations of the same particle system. Finally, the tools developed during the project have found significant applications in studying the stochastic evolution of density profiles. These tools provide a framework for describing particle systems at the mesoscopic scale-beyond the microscopic level-through stochastic partial differential equations, such as the renowned Dean-Kawasaki equation.

Research institution(s)
  • Institute of Science and Technology Austria - ISTA - 100%
Project participants
  • Jan Maas, Institute of Science and Technology Austria - ISTA , mentor
International project participants
  • Kohei Suzuki, Universität Bielefeld - Germany

Research Output

  • 13 Citations
  • 13 Publications
Publications
  • 2025
    Title The Hellinger-Kantorovich metric measure geometry on spaces of measures
    DOI 10.48550/arxiv.2503.07802
    Type Preprint
    Author Schiavo L
  • 2025
    Title Persistence of Rademacher-type and Sobolev-to-Lipschitz properties
    DOI 10.1016/j.aim.2025.110542
    Type Journal Article
    Author Dello Schiavo L
    Journal Advances in Mathematics
    Pages 110542
    Link Publication
  • 2024
    Title Massive Particle Systems, Wasserstein Brownian Motions, and the Dean-Kawasaki Equation
    DOI 10.48550/arxiv.2411.14936
    Type Preprint
    Author Schiavo L
  • 2024
    Title Wasserstein geometry and Ricci curvature bounds for Poisson spaces
    DOI 10.5802/jep.270
    Type Journal Article
    Author Dello Schiavo L
    Journal Journal de l’École polytechnique — Mathématiques
    Pages 957-1010
    Link Publication
  • 2024
    Title Conformally invariant random fields, Liouville quantum gravity measures, and random Paneitz operators on Riemannian manifolds of even dimension
    DOI 10.1112/jlms.70003
    Type Journal Article
    Author Dello Schiavo L
    Journal Journal of the London Mathematical Society
    Link Publication
  • 2024
    Title Scaling limits of random walks, harmonic profiles, and stationary nonequilibrium states in Lipschitz domains
    DOI 10.1214/23-aap2007
    Type Journal Article
    Author Dello Schiavo L
    Journal The Annals of Applied Probability
    Link Publication
  • 2024
    Title Local conditions for global convergence of gradient flows and proximal point sequences in metric spaces
    DOI 10.1090/tran/9156
    Type Journal Article
    Author Dello Schiavo L
    Journal Transactions of the American Mathematical Society
    Pages 3779-3804
  • 2023
    Title Persistence of Rademacher-type and Sobolev-to-Lipschitz properties
    DOI 10.48550/arxiv.2309.10733
    Type Preprint
    Author Schiavo L
  • 2023
    Title Multivariate Dirichlet Moments and a Polychromatic Ewens Sampling Formula
    DOI 10.48550/arxiv.2309.11292
    Type Preprint
    Author Schiavo L
  • 2023
    Title A Mecke-type characterization of the Dirichlet–Ferguson measure
    DOI 10.1214/23-ecp528
    Type Journal Article
    Author Dello Schiavo L
    Journal Electronic Communications in Probability
    Link Publication
  • 2022
    Title Ergodic decompositions of Dirichlet forms under order isomorphisms
    DOI 10.1007/s00028-022-00859-7
    Type Journal Article
    Author Dello Schiavo L
    Journal Journal of Evolution Equations
    Pages 9
    Link Publication
  • 2024
    Title Polyharmonic fields and Liouville quantum gravity measures on tori of arbitrary dimension: From discrete to continuous
    DOI 10.1002/mana.202400169
    Type Journal Article
    Author Dello Schiavo L
    Journal Mathematische Nachrichten
    Pages 244-281
    Link Publication
  • 2024
    Title Gradient flows of $(K,N)$-convex functions with negative $N$
    DOI 10.48550/arxiv.2412.04574
    Type Preprint
    Author Schiavo L

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