Maximilian Siebel

Statistical inverse problems · Bayesian nonparametrics · PDE-constrained inference

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Humboldt-Universität zu Berlin

Institute of Mathematics

Rudower Chaussee 25

Berlin, Germany

Office: Room 1.207

Phone: +49 (0)30 2093-45468

I am a postdoctoral researcher in the Stochastics group at Humboldt-Universität zu Berlin, working with Markus Reiß. I am also part of the Collaborative Research Centre 1294 “Data Assimilation”.

My research lies at the intersection of statistical inverse problems, Bayesian nonparametrics, and inference for partial differential equations. I develop statistical theory for linear and nonlinear inverse problems. A particular emphasis is on spectral-cut-off estimation, posterior contraction, noise and model misspecification, uncertainty quantification, and minimax-theory.

I received my PhD in Mathematics from Heidelberg University in July 2026 under the supervision of Jan Johannes. During my doctoral studies, I was a member of the STRUCTURES Cluster of Excellence and undertook research visits at the University of Cambridge.

news

Aug 28, 2026 I presented “Parameter Estimation for Matérn Random Fields from Local Measurements” at the 35th European Meeting of Statisticians in Lugano.
Aug 01, 2026 I started my postdoctoral research in the Stochastics group at Humboldt-Universität zu Berlin, working with Markus Reiß.
Jul 16, 2026 I successfully defended my PhD thesis at Heidelberg University.
Jun 04, 2026 At NordStat 2026 in Helsinki, I gave a talk on posterior contraction under misspecification and organized the contributed session “Statistical Guarantees for Bayesian Inference in Inverse Problems.”
Apr 05, 2026 New preprint with Fanny Seizilles: “Posterior Contraction under Misspecification and Heteroscedasticity in Non-Linear Inverse Problems.” arXiv