SEEDS: data driven inference of structural model errors and unknown inputs for dynamic systems biology. - Tobias Newmiwaka; Benjamin Engelhardt; Philipp Wendland; Dominik Kahl; Holger Fröhlich; Maik Kschischo (Bioinform., 2021)

Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations. - Philipp Wendland; Colin Birkenbihl; Marc Gomez-Freixa; Meemansa Sood; Maik Kschischo; Holger Fröhlich (npj Digit. Medicine, 2022)

An optimal antibiotic selection framework for Sepsis patients using Artificial Intelligence. - Philipp Wendland; Christof Schenkel-Häger; Ingobert Wenningmann; Maik Kschischo (npj Digit. Medicine, 2024)

Dynamic Dose Optimization Under Side Effect Constraints Using Counterfactual Outcome Prediction. - Philipp Wendland; Maik Kschischo (AIME (2), 2025)