PhD Thesis: Self-Evolution for Autonomous Industrial Software
S
Siemens AG
📍 Erlangen, Bavaria, Germany
Job Description
<![[<div><h1>Aufgaben:</h1>At the outset of your PhD journey, you immerse yourself in the current landscape of autonomous industrial software systems, analyzing their complexities and quality requirements
Building on this foundation, you design and implement an innovative self-evolving architecture for industrial software, equipping it with mechanisms for adaptation, self-healing, and optimization during real-world operation
Throughout your research, you combine rigorous theoretical investigation with hands-on experimentation, leveraging advanced AI and ML paradigms such as Reinforcement Learning, Federated Learning, and Large Language Models to refine adaptation policies and distributed self-awareness
To evaluate and advance your concepts, you develop suitable metrics and quality parameters, and you continuously improve your implementations using Python and leading AI/ML frameworks<br><br><h1>Qualifikation:</h1>Education : You are ...
Building on this foundation, you design and implement an innovative self-evolving architecture for industrial software, equipping it with mechanisms for adaptation, self-healing, and optimization during real-world operation
Throughout your research, you combine rigorous theoretical investigation with hands-on experimentation, leveraging advanced AI and ML paradigms such as Reinforcement Learning, Federated Learning, and Large Language Models to refine adaptation policies and distributed self-awareness
To evaluate and advance your concepts, you develop suitable metrics and quality parameters, and you continuously improve your implementations using Python and leading AI/ML frameworks<br><br><h1>Qualifikation:</h1>Education : You are ...