A Hybrid Tactical Decision-Making Approach in Automated Driving Combining Knowledge-Based Systems and Reinforcement Learning. - Julius Fiedler; Maximilian Gerwien; Carsten Knoll (ITSC, 2022)

High Gain Embedding Observer Design: Combining Differential Geometry and Algebra with Machine Learning. - Klaus Röbenack; Julius Fiedler; Daniel Gerbet (ICSTCC, 2023)

Datenbasierter Entwurf von Einbettungsbeobachtern unter Nutzung von Automatischem Differenzieren. - Julius Fiedler; Daniel Gerbet; Klaus Röbenack (Autom., 2024)

Towards Formal Representation of Memristor-Related Domain Knowledge - A Pragmatic Attempt. - Carsten Knoll; Julius Fiedler; Christian Bruchatz; Richard Schroedter; Ronald Tetzlaff (MOCAST, 2025)