Position Overview

Three Doctoral Researcher positions in dependable automation, trustworthy artificial intelligence, resilient control, and cybersecurity of cyber‑physical systems at the Faculty of Engineering and Natural Sciences (ENS), Tampere University.

Research Areas

Position 1 – Federated Learning and Trustworthy Artificial Intelligence

Research on privacy‑preserving collaborative machine learning, trustworthy and explainable AI, distributed intelligence, and condition monitoring for industrial and energy systems.

Position 2 – Resilient Control and Optimization for Industrial Systems

Research on advanced control, optimization, and decision‑making methods for adaptive and resilient operation of industrial processes, automation systems, and energy infrastructures.

Position 3 – Cybersecurity and Resilience of Cyber‑Physical Systems

Research on secure automation, cyber‑attack detection and mitigation, res...