Research Assistant “Artificial Intelligence in Life Science Applications”

Research Assistant “Artificial Intelligence in Life Science Applications”

TUM - Technical University Munich

Munich, Germany

We are looking for a research assistant (m/f/d) with a Dipl.-Ing. (Univ.) or M.Sc. degree in Computer science, Mechanical engineering, Process Engineering, Mechatronics, Informatics or related field.

Research topic:

To implement an efficient control system within a chemical or biotechnological process, an adequate process model, which describes the relationship of the relevant in and outputs, represents a crucial presupposition. Often analytical approaches are not applicable in bioprocess engineering due to the lack of existing knowledge. Due to the capability of the artificial neural network (ANN) models in representing complex nonlinear processes, it be-came a popular tool for modeling, optimization, and control of different processes. However, the main challenges remain to interpret the network model and usage of the prior-knowledge to develop a reliable and generalized network model.

The aim of this research topic is to introduce a general design approach for the direct integration of prior knowledge into an ANN. On the other side, the black box of the ANN should be open to help to dig into the prob-lems, which are not yet understood well. In the context of this research study, soft (ware) sensors for biotechno-logical processes are to be developed and tested in both industrial and academic environments.

Requirements

  • You are enthusiastic about tasks of multivariate and statistically based process analysis;
  • Ability and interest in analytical, creative and interdisciplinary thinking;
  • High level of initiative and commitment;
  • Ability to work in a team and communication skills;
  • Good knowledge of python programming;
  • Experience with deep learning methods and packages;
  • Completed university degree.

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EuroJobsites is a registered company number: 4694396 VAT number: GB 880 9055 04

Registered address: EuroJobsites Ltd, Unit 8, Kingsmill Business Park, Kingston Upon Thames, London, KT1 3GZ, United Kingdom

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