Kategorie: Forschung

TH Köln stärkt KI-Forschung mit dem „THK-AI Forschungscluster“

Der THK-AI Forschungscluster wurde als zentrale Drehscheibe für interdisziplinäre Projekte im Bereich der Künstlichen Intelligenz gegründet. Er wird von Prof. Dr. Bartz-Beielstein und Prof. Dr. Richert geleitet und vernetzt Forschende, Studierende sowie Industriepartner.

Groundbreaking Research on Robust AI in Autonomous Systems Accepted at NeurIPS 2025

A collaborative research paper by scientists from THK-AI Research Cluster, Toyota Research Institute, and Toyota Gazoo Racing Europe has been accepted at the prestigious NeurIPS 2025 conference. The paper, titled „From Faults to Features: Pretraining to Learn Robust Representations against Sensor Failures,“ introduces a novel pretraining approach to enhance the reliability of AI models in safety-critical applications like autonomous driving.

Papers „Physics-Informed Neural Networks for State Estimation Problems“ and „Tuning for Explainability“ accepted at the 35th CI-Workshop in Berlin 2025

Two papers from THK-AI members were accepted for presentation at the 35th Workshop on Computational Intelligence in Berlin, November 2025, and will be published as open access in the KIT Verlag proceedings. The first paper, by Aleksandr Subbotin and Thomas Bartz-Beielstein, explores combining machine learning with classical filtering methods. The second paper, a collaboration with Everllence SE, introduces new measures to enhance explainability in artificial intelligence.