PhD Researcher in Deep Learning Optimization for Fermentation

1 week ago


Kalundborg, Kalundborg Kommune, Denmark Aalborg Universitet (AAU) Full time

The Aalborg Universitet (AAU) is seeking a highly motivated PhD researcher to join the AAU Energy team. As part of this position, you will be working on developing and training advanced deep learning models to optimize microbial fermentation processes.

This project focuses on leveraging Deep Reinforcement Learning (DRL) to enhance microbial fermentation processes. You will be responsible for designing DRL algorithms for process control and developing sophisticated deep learning models to build accurate simulators.

The ideal candidate should have a strong background in machine learning, deep learning, programming (Python), and experience with DRL. Additionally, knowledge of time series modeling, language models (LMs), large language models (LLMs), control systems focused on DRL, optimization, data collection, sensing, and data analysis is required.

As a PhD researcher at AAU, you will receive a stipend that includes both salary and pension benefits. The base salary starts at a minimum of 28,993.42 DKK before taxes, with an additional 17% added for pension contributions.

The position is open for appointment from 1 January, 2025 or soon hereafter, and the employment is fixed for 3 years. This is a unique opportunity to contribute to cutting-edge research and development in the field of deep learning optimization for fermentation.

The successful candidate will be part of the



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