Postdoctoral Researcher (f_m_x) – AI-based analysis of complex systems

Reference Number 11336

Artificial Intelligence (AI) methods have the potential to significantly advance and transform Earth system sciences, particularly given the complexity of the Earth system as a dynamic system of interacting components. Traditional simulation often reaches its limits, primarily due to this complexity. We are seeking a creative thinking person who works at the intersection for AI research and physical modelling. The goal of this position is to develop data-driven approaches to AI-based analysis of…

complex interaction systems and suitable hybrid architectures for this purpose. This involves taking up current developments in the field of AI (e.g., Generative AI, Edge AI, Sustainable AI, Agentic AI) and translating them into concrete application scenarios.

Your responsibilities:

Conducting research in the field of method development for physics-informed/physics-aware AI
Developing generative AI methods in interdisciplinary research projects
Publication of research papers in relevant academic journals and at conferences
Participation in the application process for national and international research projects
Participation in GFZ-wide projects in the field of AI

About You:

Essential Qualifications:

A Master's degree and a PhD in Data Science, Mathematics, Computer Science, Physics, or in a related field
In-depth knowledge in current methodology of AI (Deep Learning, generative AI, Explainable AI, …) and relevant programming frameworks
Advanced programming skills in relevant programming languages and contexts (e.g., Python, HPC/GPU programming, big data applications)
Strong team spirit and experience in interdisciplinary collaboration
Fluent in spoken and written English

Desirable qualifications:

Knowledge of German
Experience in scientific research in the field of physics-informed/physics-aware AI
Experience with interdisciplinary research projects
Solid understanding of data-driven modelling and related mathematical and statistical methods

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Postdoctoral Researcher (f_m_x) – AI-based analysis of complex systems

GFZ Helmholtz-Zentrum für Geoforschung

Telegrafenberg, 14473 Potsdam, Germany