Vanderbilt Workshop

Energy and Polarization Problems in Mathematics and Statistics, part I

August 16 – 19, 2026

Vanderbilt University, TN

Beautiful view of Vanderbilt University Campus

Description

The workshop will bring together researchers studying problems related to the equidistribution of point configurations, namely energy and polarization, which can be viewed as generalizations of the basic properties of separation and covering.

Energy minimization problems, both discrete and continuous, arise naturally in many areas of mathematics and science: discrete geometry, mathematical physics, approximation theory, flocking behavior, statistical mechanics, coding theory, etc. Polarization problems (also known as Chebyshev constants) are related max-min problems for potentials.

A number of interesting and unexpected phenomena in both energy minimization and polarization have been studied recently: universal optimality, discretization of minimizers, condensation and phase transitions, to name just a few. It turns out that the behavior of such minimizers is much more subtle than one would naturally expect.

The aim of this mini-workshop is to bring together a multifaceted group of researchers working in potential theory, approximation, gradient flows, point configurations, lattices, and partial differential equations who have recently made important contributions to energy minimization and polarization problems to report on their work and to collaborate in trying to resolve some of the fundamental questions in the field.

Looking ahead:“Energy and Polarization Problems in Mathematics and Statistics, part II” will be jointly hosted by the University of Insubria and Vanderbilt University in 2027 in either Como or Varese, Italy.

Monday

August 17, 2026
  • 9:20a – 9:30a

    Welcome

  • 9:30a – 10:20a

    Raffaello Seri

    Probabilistic properties of polarization measures on Polish spaces

  • 10:30a – 11:00a

    Coffee break

  • 11:00a – 11:50a

    Dirk Nuyens

    When are well-distributed points good integration points?

  • 12:00p – 1:30p

    Lunch break

  • 1:30p – 2:20p

    Robert Womersley

    Discrete Riesz energy on the sphere S2 – Local Minima, Voronoi cells, Scars and Asymptotics

  • 2:30p – 3:00p

    Open Problems with Coffee

  • 3:00p – 3:50p

    Peter Dragnev

    On Universal Maxima of Discrete Potentials and Min-max Polarization of Spherical Codes

  • 4:30p – 6:30p

    Welcome Refreshments

Tuesday

August 18, 2026
  • 9:30a – 10:20a

    José Carrillo

    Stein-Log-Sobolev inequalities for the continuous Stein variational gradient descent method

  • 10:30a – 11:00a

    Coffee break

  • 11:00a – 11:50a

    Ruiwen Shu

    Recent progress on interaction energy minimizers

  • 12:00p – 1:30p

    Lunch break

  • 1:30p – 2:20p

    Yanghong Huang

    Finite Difference Methods for fractional Laplacian of radial functions

  • 2:30p – 3:00p

    Open Problems with Coffee

  • 3:00p – 3:50p

    Maya Stoyanova

    Universal polar dual pairs of spherical codes found in E8 and Λ24

  • 6:45p

    Banquet: Amerigo Restaurant, 1920 West End Ave, Nashville

Wednesday

August 19, 2026
  • 9:30a – 10:20a

    Ryan Matzke

    Charge caught in corners

  • 10:30a – 11:00a

    Coffee break

  • 11:00a – 11:50a

    Liudmyla Kryvonos

    The Next-Order Term for Discrete Energy on a Ball

  • 12:00p – 1:30p

    Lunch break

  • 1:30p – 2:20p

    Peter Boyvalenkov

    Levenshtein-type linear programming for (a, b)-avoiding spherical codes

  • 2:30p – 3:00p

    Open Problems with Coffee

  • 3:00p – 3:50p

    Christina Giannitsi

    Sharp Bounds for Minimal Riesz Energy on Homogeneous Manifolds

The program is subject to change. Please check back for updates.

Partial Listing of Participants

Click a participant to visit their personal or institutional page.

Press Coverage

Venue & Useful Links

The workshop will be held at Vanderbilt University, located in Nashville, Tennessee.

For International Travelers

To help facilitate a smooth entry into the United States, we recommend that you carry, along with the required documents, printed copies of the following:

  • Proof of accommodation (e.g., hotel reservation)
  • Your return flight itinerary
  • The invitation letter from organizers

Domestic Participants

Please note that the TSA now requires a state ID (e.g., driver’s license) that is REAL ID compliant or an alternative form of ID such as a passport as valid identification at airports.

Letters of Invitation

If you need an official letter of invitation, please write to Doug Hardin or Ed Saff.

Travel & Campus Resources