Sprachliche Bildung und Förderung in Hessen
Grundlagen für die Entwicklung eines Kompetenzzentrums Sprache und Sicherung der Gelingensbedingungen aus dem hessischen Landesprogramm Sprach-KitasEntwicklung eines Kompetenzzentrums Sprache mit dem Ziel, die sprachliche Bildung und Förderung in der frühen Kindheit in Hessen zu verbessern.
Duration: 02/2026 - 04/2026
Erweiterte Messtechnik und Modellierung der verweilzeitabhängigen Molekularstrukturen von Polymeren
Im Rahmen einer Kreislaufwirtschaft kommt es zu der Mehrfachverarbeitung von Kunststoffen. Hierdurch kann zwar eine Synthetisierung von Neuware aus Erdöl vermieden werden, jedoch stellt die Beibehaltung der Materialeigenschaften beim Recycling von Kunststoffen eine Herausforderung dar. Bei jeder Verarbeitung von Kunststoffen werden diese ...
Duration: 01/2026 - 12/2027
Entwicklung eines dynamischen Grenzschichtmodells zur Voraussage der Belagsbildung bei Lösungspolymerisationen
Duration: 01/2026 - 12/2028
Analytik der durch Niedertemperaturplasmen induzierten Oberflächen- und Grenzflächenchemie von Polylactid (PLA)
Duration: 01/2026 - 12/2027
TRR 318-2 - Project C05: Creating explanations in collaborative human–machine knowledge exploration
C05 investigates how humans and AI systems can jointly explore a decision space to make an explainable and well-founded decision. We focus on diagnostic decision-making in medicine and combine empirical studies on physicians' exploration strategies and cognitive biases, as well as on assessments of ex-planations and argument strength, with the ...
Duration: 01/2026 - 06/2029
TRR 318-2 - Project C04: Metaphors as an explanation tool
Explanations of abstract explananda (such as AI systems) need metaphors to relate new, abstract knowledge to more concrete concepts. In the first phase, we studied how metaphors highlight and hide aspects to foster understanding, how to model their agency structure, and how they are used for explaining. In the second, we will investigate how to ...
Duration: 01/2026 - 06/2029
TRR 318-2 - Project C03: Interpretable machine learning—Explaining change
C03 develops methods to explain how and why machine learning models adapt over time. Our project makes AI systems more transparent in dynamic settings by designing efficient, expressive explanations. This includes novel approaches for real-time explanation and higher-order Shapley interactions. In the second funding period, we aim for ex-ante ...
Duration: 01/2026 - 06/2029
TRR 318-2 - Project C02: Interactive learning of explainable, situation-adapted decision models
C02 aims to optimize ML-based decision support systems and human-AI interaction in order to improve decision-making. We focus on explainable and transparent models that take the decision context into account. We are focusing on prescriptive decision-making with partial feedback, where we not only consider the long-term impact of decisions but also ...
Duration: 01/2026 - 06/2029
TRR 318-2 - Project C01: Explanations for healthy distrust in large language models
Since ML models have limitations, human ability to question and distrust their decisions is crucial for human-AI-interaction. C01 established a common terminology for distrust, demonstrated that distrust is not easily fostered, and developed novel machine learning algorithms to identify and explain model uncertainty. We will now develop ...
Duration: 01/2026 - 06/2029
TRR 318-2 - Project B07: Communicative practices of requesting information and explanation from LLM-based agents
The project investigates how users engage with LLM-based agents through prompting practices for information requests and explanations, focusing on ongoing sense-making and calibration processes as “situated inquiries.” Users often begin with an unclear understanding of their knowledge gap, which must be explored and refined through interaction. Our ...
Duration: 01/2026 - 06/2029