activity
20152026
collaborators

6 papers

math.DG2026

Universal Hitchin moduli spaces

Luis Álvarez-Cónsul, Mario Garcia-Fernandez, Oscar García-Prada +1

We study metric aspects of the universal moduli space of solutions to Hitchin's equations as the complex structure varies over the Teichmüller space of a closed s…

cs.LG2025

Gandalf the Red: Adaptive Security for LLMs

Niklas Pfister, Václav Volhejn, Manuel Knott +23

Current evaluations of defenses against prompt attacks in large language model (LLM) applications often overlook two critical factors: the dynamic nature of adversarial behavior an…

math.DG2018

The hyperkähler metric on the almost-Fuchsian moduli space

Samuel Trautwein

Donaldon constructed a hyperkähler moduli space associated to a closed oriented surface with . This embeds naturally into the cotangent…

math.SG2018

Complex structures, moment maps, and the Ricci form (Extended Version)

Oscar Garcia-Prada, Dietmar Salamon, Samuel Trautwein

The Ricci form is a moment map for the action of the group of exact volume preserving diffeomorphisms on the space of almost complex structures. This observation yields a new appro…

math.DG2016

Convergence of the Yang-Mills-Higgs flow on gauged holomorphic maps and applications

Samuel Trautwein

The symplectic vortex equations admit a variational description as global minimum of the Yang-Mills-Higgs functional. We study its negative gradient flow on holomorphic pairs $(A,u…

math.DG2015

A survey of the GIT picture for the Yang-Mills equation over Riemann surfaces

Samuel Trautwein

The purpose of this paper is to give a self-contained exposition of the Atiyah-Bott picture for the Yang-Mills equation over Riemann surfaces with an emphasis on the analogy to fin…