teaching
Tutorials, workshops, and training material on simulation-based inference and probabilistic ML.
2025
Beyond Likelihoods: Bayesian Parameter Inference for Black-Box Simulators with sbi
1.5-hour hands-on tutorial at EuroSciPy 2025 teaching scientists and engineers how to use simulation-based inference for Bayesian parameter estimation in complex simulators, with full uncertainty quantification.
2023
Simulation-Based Inference Training
Hands-on training in simulation-based inference for applications in neuroscience, astrophysics, and biology. Developed in collaboration with the University of Tübingen and the TransferLab at the appliedAI Institute for Europe.