Lukas Trottner
Scholar

Lukas Trottner

Google Scholar ID: UKUYTlMAAAAJ
Assistant Professor, University of Stuttgart
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Citations & Impact
All-time
Citations
59
 
H-index
5
 
i10-index
2
 
Publications
16
 
Co-authors
0
 
Contact
Emaillukas.trotter@mathematik.uni-stuttgart.deCVOpen ↗GitHubOpen ↗
Publications
5 items
Statistical Convergence of Spherical First Hitting Diffusion Models
2026
Cited
0
Reflected diffusion models adapt to low-dimensional data
2026
Cited
0
Model-free filtering in high dimensions via projection and score-based diffusions
2025
Cited
0
Beyond Fixed Horizons: A Theoretical Framework for Adaptive Denoising Diffusions
2025
Cited
0
Statistical guarantees for denoising reflected diffusion models
2024
Cited
0
Resume
Research Experience
  • Postdoc at Aarhus University from September 2021 – September 2024, working in the research group of Prof. Claudia Strauch; Assistant Professor in Statistics at the University of Birmingham from September 2024 – October 2025; Currently, an Assistant Professor and Chair of Mathematical Statistics at the Institute for Stochastics and Applications at the University of Stuttgart.
Education
  • PhD in Mathematics from the University of Mannheim in September 2021, supervised by Prof. Leif Döring.
Background
  • Research interests: Generative models, statistics for stochastic processes, concentration of measure, transfer learning, MCMC, data-driven stochastic optimal control, high-dimensional statistical inference, Lévy processes and Markov additive processes.