Bayesian Parameter Inference for 1D Nonlinear Stochastic Differential Equation Models. - Carlo Albert; Simone Ulzega (CoRR, 2015)

Dynamic DNA Damage and Repair Modeling: Bridging the Gap Between Experimental Damage Readout and Model Structure. - Mathias S. Weyland; Pauline Thumser-Henner; Carla Rohrer Bley; Simone Ulzega; Alke Petri-Fink; Marco Lattuada 002; Stephan Scheidegger; Rudolf M. Füchslin (WIVACE, 2018)

Holistic View on Cell Survival and DNA Damage: How Model-Based Data Analysis Supports Exploration of Dynamics in Biological Systems. - Mathias S. Weyland; Pauline Thumser-Henner; Katarzyna J. Nytko; Carla Rohrer Bley; Simone Ulzega; Alke Petri-Fink; Marco Lattuada 002; Rudolf M. Füchslin; Stephan Scheidegger (Comput. Math. Methods Medicine, 2020)

Learning Summary Statistics for Bayesian Inference with Autoencoders. - Carlo Albert; Simone Ulzega; Firat Ozdemir; Fernando Pérez-Cruz; Antonietta Mira (CoRR, 2022)

Simulation-based inference with the Python Package sbijax. - Simon Dirmeier; Simone Ulzega; Antonietta Mira; Carlo Albert (CoRR, 2024)