The ability to perform causal reasoning is widely considered a core feature of intelligence. In
this work, we investigate whether large language models (LLMs) can coherently reason …

As the world becomes ever more connected, the chance of pandemics increases as well.
The recent COVID-19 pandemic and the concurrent global mass vaccine roll-out provides …

Rotavirus infection is a significant cause of severe diarrhea in infants and young children,
contributing significantly to mortality rates worldwide. This research investigates a time …

Early warning of complex climate risk with integrated arti cial intelligence Page 1 Early
warning of complex climate risk with integrated arti cial intelligence Markus Reichstein Max …

Causal reasoning is a cornerstone of human intelligence and a critical capability for artificial
systems aiming to achieve advanced understanding and decision-making. This thesis …

abstract As the world becomes ever more connected, the chance of pandemics increases as
well. The recent COVID-19 pandemic and the concurrent global mass vaccine roll-out …

Estimating joint causal effects is crucial in many domains, but obtaining data from multiple
simultaneous interventions can be challenging. Our study explores how to learn joint …