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Europe, Germany, Tübingen

Posted 135 days ago

Several PhD and Post-Doc Positions in AI for quantum physics

🎓 University of Tuebingen

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Role Type

🧪 Scientist / Researcher

Role Focus

🛠️ Advance Science

Seniority

🌱 Internship / Entry-Level
🌸 PhD / Postdoc

Employer Type

🎓 Academia

The University of Tübingen offers several fully-funded PhD and Post-Doc research positions to build artificial intelligence systems for discovering new concepts and experiments in physics. Successful candidates will work on projects involving the development of modern physics simulators, AI-driven exploration algorithms, and agentic frameworks (like LLMs with tool-use). This role requires utilizing advanced AI techniques to accelerate scientific discovery, particularly in areas like quantum information technology and quantum gravity.

Key Responsibilities

Develop modern auto-differentiation (JAX-based) physics simulators for the discovery of new physics experiments.

Apply AI-driven discovery techniques to find hardware for quantum information technology and quantum-enhanced instruments.

Develop and test state-of-the-art AI-driven exploration, optimization, and search algorithms in complex physics and chemistry spaces.

Build agentic frameworks, such as LLMs with tool-use, for generating new ideas in physics research.

Required Skills

Must possess a Master's or Bachelor's degree in Physics, Computer Science, or a related field (for PhD candidates).

Must possess a Doctorate degree in Physics, Computer Science, or a related field (for Post-Doc candidates).

Excitement to use artificial intelligence techniques for scientific discoveries in physics.

Technology Tags

ML approaches

The job centers on building and applying artificial intelligence systems for scientific discovery.

Optimisation

The role explicitly involves developing and testing AI-driven exploration, optimization, and search algorithms.

Quantum ML

The entire research area focuses on applying artificial intelligence techniques for scientific discoveries in quantum physics.

Digital simulators

The role involves developing JAX-based physics simulators, which fall under digital simulation techniques.

Quantum Imaging

The projects include AI-driven discovery for quantum-enhanced microscopes and telescopes.

Metrology

AI discoveries are aimed at quantum-enhanced sensing and observing gravitational waves, which are high-precision metrology applications.

Simulation algos

The job requires developing physics simulators and associated AI-driven exploration algorithms.

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