Publications

Published

R. Shvydkoy, T. Teolis. Microscopic, mesoscopic, and macroscopic descriptions of the Euler Alignment System with adaptive communication strength. Discrete and Continuous Dynamical Systems, 2025.
R. Shvydkoy, T. Teolis. Well-posedness and long-time behavior of the Euler Alignment System with adaptive communication strength. Abel Symposium, 2024.
P. Nandori, T. Teolis. Local Equilibrium of Particle Density in Planar Lorentz Processes. Nonlinearity, 2021.

T. Teolis and M. V. de Hoop. In-context Maps as a Collision Operator: Stochastic Jump Transformer. Preprint (2026).
T. Teolis and M. V. de Hoop. Target-adapted Green-Bessel SVGD: uniform-in-time propagation of chaos and last-iterate consistency. arXiv:2609.08122 (2026).
S. Li, T. J. Maranzatto, J. Peszek, T. Teolis, S. Akkoc, K. Riedl, S. Ulukus, and N. García Trillos. On the Diverse Dynamical Behaviors Arising in Deep Linear Transformers. arXiv:2607.18584 (2026).
T. Teolis and M. V. de Hoop. Riesz-Kernel Stein Variational Gradient Descent: Renormalized Entropy and Long-Time Particle Limits. arXiv:2607.14527 (2026).
A. Balaji, T. Teolis, S. D. Mis, J. A. Lara Benitez, C. Wang, and M. V. de Hoop. Hybrid operator learning of wave scattering maps in high-contrast media. arXiv:2602.11197 (2026).
R. Shvydkoy and T. Teolis. Long-time behavior of the Fokker–Planck–Navier–Stokes Alignment System. arXiv:2508.07415 (2025).
A. Chertock, R. Shvydkoy, and T. Teolis. Modulation of the monokinetic limit for models of collective dynamics. arXiv:2508.05478 (2025).