Variational Convergence
2026
Singular-limit analysis of gradient descent with noise injectionAccepted in Journal of Machine Learning Research
2026
Derivation of the fourth-order DLSS equation with nonlinear mobility via chemical reactionsAccepted in SIAM Journal on Mathematical Analysis
2025
Graph-to-local limit for the nonlocal interaction equationJ. Math. Pures Appl. 194, 103663 (2025)
2024
Gradient flows on metric graphs with reservoirs: Microscopic derivation and multiscale limits
2024
Variational convergence of the Scharfetter–Gummel scheme to the aggregation-diffusion equation and vanishing diffusion limitNum. Math. 156(6), 2221–2292 (2024)- 2024 Variational convergence for an irreversible exchange-driven stochastic particle system
- 2023
Graph-to-local limit for a multi-species nonlocal cross-interaction systemPAMM 23(4) (2023)
- 2023
Thermodynamic limit of stochastic particle systems via EDP convergenceOberwolfach Reports: Variational Methods for Evolution 20(4), 3173-3247 (2023), Oberwolfach Report 57/2023
- 2023
Cosh gradient systems and tiltingNonlinear Anal. 231, 113094 (2023)
- 2021
Nonlocal-interaction equation on graphs: gradient flow structure and continuum limitArch. Ration. Mech. Anal. 240(2), 699–760 (2021)
- 2019
Macroscopic limit of the Becker-Döring equation via gradient flowsESAIM Control Optim. Calc. Var. 25, 22 (2019)