Publications

Cost-Aware Optimized Front-Door Experimental Design

Leopold Mareis, Mathias Drton. Accepted at CLeaR 2026

MaRDI’s Zenodo Community for Graphical Modeling and Causal Inference

Leopold Mareis, Stephan Haug, Mathias Drton

Low-gradient magnetic separation in Biotechnology: Parameter identification and model-guided scale up

Jan-Angelus Meyer, Jennifer Pierick, Leopold Mareis, Dorian Röhring, Nathalie Opilo, Georg Garnweitner, Rainer Krull

Optimizing Experimental Design for Causal Effect Estimation with Partial Measurements

Leopold Mareis

Development and certification of clinical AI software

Narges Ahmidi, Leopold Mareis

Preprints

Partially Specified Causal Simulations

Alireza Zamanian, Leopold Mareis, Narges Ahmidi

Software

Website: Graphical Modeling and Causal Inference

Leopold Mareis, Stephan Haug, Mathias Drton

Python Package: PARCS - Partially Randomized Causal Simulator

Alireza Zamanian, Leopold Mareis