Publications

Vincent D. Friedrich, Peter Pennitz, Emanuel Wyler, Julia M. Adler, Dylan Postmus, Kristina Müller, Luiz Gustavo Teixeira Alves, Julia Prigann, Fabian Pott, Daria Vladimirova, Thomas Hoefler, Cengiz Goekeri, Markus Landthaler, Christine Goffinet, Antoine-Emmanuel Saliba, Markus Scholz, Martin Witzenrath, Jakob Trimpert, Holger Kirsten, und Geraldine Nouailles. Neural network-assisted humanisation of COVID-19 hamster transcriptomic data reveals matching severity states in human disease. eBioMedicine, (108):105312, 2024. [PUMA: Disease Cross-species model, learning Deep matching, Single-cell RNA-seq, topic_mathfoundation COVID-19, analysis, state Hamster] URL

Jing Zou, Martin Odening, und Ostap Okhrin. Data-driven determination of plant growth stages for improved weather index insurance design. Agricultural Finance Review, Emerald Group Publishing, Bingley, 2024. [PUMA: FIS_scads Generalized insurance additive model, index risk, basis Machine stages, Plant learning, Weather Temporal growth topic_engineering]

Jing Zou, Martin Odening, und Ostap Okhrin. Plant growth stages and weather index insurance design. Annals of actuarial science, (17)3:438--458, Cambridge University Press, 03.11.2023. [PUMA: FIS_scads insurance additive model, index nonlinear PS-ANOVA, stages, indemnity, plant Weather growth generalized topic_engineering]

Dianzhao Li, und Ostap Okhrin. Modified DDPG car-following model with a real-world human driving experience with CARLA simulator. Transportation Research Part C: Emerging Technologies, (147):103987, 2023. [PUMA: driving dataset, ROS Car-following model, Real topic_engineering CARLA, DRL,] URL