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Remus Teodorescu

4 days ago

One-Year Postdoctoral Research Position in Physics-Informed AI for Batteries and Electrolysers Aalborg University in Denmark

Degree Level

Postdoc

Field of study

Computer Science

Funding

Available

Country flag

Country

Denmark

University

Aalborg University

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Keywords

Computer Science
Electrical Engineering
Chemical Engineering
Artificial Intelligence
State Estimation
Lithium-ion Batteries
Physics

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2 weeks ago

About this position

Aalborg University is recruiting for a one-year research assistant or postdoctoral position in physics-informed artificial intelligence for batteries and electrolysers within the AI-VOLT group at AAU Energy.

The project develops physics-informed neural networks and neural-operator surrogates that accelerate electrochemical models of lithium-ion batteries and solid-oxide electrolysers. These fast surrogate models support state estimation, lifetime prognosis and real-time operation of energy technologies. The research builds on the group’s recent work published in Nature Communications in collaboration with MIT.

The successful researcher will work at the intersection of artificial intelligence, physics-based modelling and electrochemical energy systems. The AI-VOLT research environment provides access to dedicated GPU infrastructure, including the AIGREEN-NVIDIA B300 cluster, RTX-4090 workstations, Nvidia Edge and NXP NPU platforms, as well as battery test laboratories and collaborations with leading universities.

The position is based at Aalborg University and is suited to a researcher interested in applying modern machine-learning methods to battery and electrolyser modelling, simulation and operation.

Funding details

Available

What's required

Applicants should have an MSc or PhD in AI for engineering, or in computer science/AI combined with solid knowledge of physics-based modelling of batteries or electrolysers. Applicants should be comfortable using PyTorch and use Claude Code professionally in their daily work.

How to apply

Send a CV and a short motivation to [email protected]. The position is open until filled, with a hiring decision intended by mid-December.

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Professors

Professor

University Name
Country flag

Denmark

Research Interests

Energy Engineering

Hardware Engineering

Li-ion Battery

Energy Storage

Lithium-ion Batteries