Talks

Conference talks, invited seminars, and posters.

2026

Parameter Estimation for Matérn Random Fields from Local Measurements

Conference talk 35th European Meeting of Statisticians, Lugano, Switzerland · August 2026

Posterior Contraction under Misspecification and Heteroscedasticity in Nonlinear Inverse Problems

Conference talk Dynstoch 2026, Gothenburg, Sweden · June 2026

Posterior Contraction under Misspecification and Heteroscedasticity in Nonlinear Inverse Problems

Conference talk NordStat 2026, Helsinki, Finland · June 2026

Heteroscedasticity and Mild Misspecification in Nonlinear Statistical Inverse Problems

Invited seminar Research Seminar, Humboldt-Universität zu Berlin · January 2026

Heteroscedasticity and Mild Misspecification in Nonlinear Statistical Inverse Problems

Invited seminar Research Seminar, Freie Universität Berlin · January 2026

2025

Heteroscedasticity and Mild Misspecification in Nonlinear Statistical Inverse Problems

Invited seminar Scientific Computing Seminar, Heidelberg University · December 2025

Convergence Rates for the Maximum A Posteriori Estimator in PDE-Regression Models with Random Design

Conference talk Stochastic Partial Differential Equations: Statistics Meets Numerics, Institut Mittag-Leffler, Sweden · June 2025

Convergence Rates for the Maximum A Posteriori Estimator in PDE-Regression Models with Random Design

Conference talk German Probability and Statistics Days, Dresden, Germany · March 2025

Estimating Differential Equations in the Presence of Stochastic Noise - A Mathematical Perspective

Invited seminar Cosmology Discussion Seminar, Heidelberg University · January 2025

2024

Convergence Rates for the Maximum A Posteriori Estimator in PDE-Regression Models with Random Design

Invited seminar Seminar AG Stochastik, Karlsruhe Institute of Technology · November 2024

Convergence Rates for the Maximum A Posteriori Estimator in PDE-Regression Models with Random Design

Workshop talk Statistical Aspects of Non-Linear Inverse Problems, University of Cambridge, UK · September 2024

Nonparametric Estimation of Ordinary Differential Equations

Conference talk Bernoulli–IMS 11th World Congress in Probability and Statistics, Bochum, Germany · August 2024

Multiplicative Deconvolution under Unknown Error Distribution

Invited seminar Stochastics Seminar, Aarhus University, Denmark · May 2024

2023

Statistical Inference: Regression Models Driven by Differential Equations

Invited seminar PIK FutureLab “AI in the Anthropocene”, Potsdam · September 2023

Statistical Inverse Problems: PDE-Constrained Regression Models

Young researchers’ meeting Doktorand:innentreffen Heidelberg-Mannheim, Mannheim · May 2023

2022

Statistical Inverse Problems: PDE-Constrained Regression Models

Seminar talk Applied Analysis Seminar, Heidelberg University · June 2022

Posters

  • Posterior Contraction under Misspecification and Heteroscedasticity in Non-Linear Inverse Problems
    Data-Driven Methods for Partial Differential Equations, Karlsruhe · March 2026

  • Statistical Inverse Problems: (P)DE-Constrained Regression Models
    YRC STRUCTURES Days, Heidelberg · July 2023

Session organization

  • Organizer of the contributed session “Statistical Guarantees for Bayesian Inference in Inverse Problems”, NordStat 2026, Helsinki.