Aktuelle Jobs im Zusammenhang mit Phd Position: Pde-based Optimization of Deep - Munich - MathHire.org


  • Munich, Deutschland Technische Universität München Vollzeit

    **The Chair of Renewable and Sustainable Energy Systems (ENS) at the Technical University of Munich (TUM) deals with the modeling and optimization of energy systems on different temporal and spatial scales. For our new Research Group Applied Optimization we are looking for a Research Associate: PDE-based optimization of deep geothermal systems starting...


  • Munich, Deutschland MathHire.org Vollzeit

    The **Chair of Renewable and Sustainable Energy Systems** (ENS) at the Technical University of Munich (TUM) deals with the modeling and optimization of energy systems on different temporal and spatial scales. For our new **Research Group Applied Optimization** we are looking for a **Research Associate: PDE-based optimization of deep geothermal...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Researcher in Deep Learning for ImagingWe are seeking a highly motivated PhD researcher to join our team at the Technical University of Munich (TUM) in the field of deep learning for imaging problems.The successful candidate will work on developing algorithms and foundations for deep learning and foundation models, particularly for medical imaging. The...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Researcher in Deep Learning for ImagingWe are seeking a highly motivated PhD researcher to join our team at the Technical University of Munich (TUM) in the field of deep learning for imaging problems.The successful candidate will work on developing algorithms and foundations for deep learning and foundation models, particularly for medical imaging. The...


  • Munich, Deutschland Technical University of Munich Vollzeit

    PhD positions on Foundation Models and Deep Learning for Imaging Problems 19.04., Wissenschaftliches Personal The Professorship of Machine Learning at the Department of Computer Engineering at TUM has open positions for a doctoral researcher (TV-L E13 %, 3-4 years) on Foundation Models and/or Deep Learning for Imaging Problems. The...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Researcher in Deep Learning for ImagingWe are seeking a highly motivated and talented PhD researcher to join our team at the Technical University of Munich. Our research group focuses on developing algorithms and foundations for deep learning and foundation models, particularly for medical imaging.The successful candidate will have a strong mathematical...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Researcher in Deep Learning for ImagingWe are seeking a highly motivated and talented PhD researcher to join our team at the Technical University of Munich. Our research group focuses on developing algorithms and foundations for deep learning and foundation models, particularly for medical imaging.The successful candidate will have a strong mathematical...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    The Professorship of Machine Learning at the Department of Computer Engineering at TUM is seeking a highly motivated PhD researcher to contribute to cutting-edge research in Foundation Models and/or Deep Learning for Imaging Problems. Our group focuses on developing innovative algorithms and theoretical foundations for deep learning and foundation models,...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    The Professorship of Machine Learning at the Department of Computer Engineering at TUM is seeking a highly motivated PhD researcher to contribute to cutting-edge research in Foundation Models and/or Deep Learning for Imaging Problems. Our group focuses on developing innovative algorithms and theoretical foundations for deep learning and foundation models,...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    Research Opportunities in Machine Learning and ImagingAbout the PositionThe Professorship of Machine Learning at the Technical University of Munich (TUM) has open positions for a doctoral researcher on Foundation Models and/or Deep Learning for Imaging Problems.About the ProfessorshipThe Professorship for Machine Learning at TUM focuses on developing...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    Research Opportunities in Machine Learning and ImagingAbout the PositionThe Professorship of Machine Learning at the Technical University of Munich (TUM) has open positions for a doctoral researcher on Foundation Models and/or Deep Learning for Imaging Problems.About the ProfessorshipThe Professorship for Machine Learning at TUM focuses on developing...


  • Munich, Deutschland Technische Universität München Vollzeit

    The Machine Learning and Information Processing group at TUM works at the intersection of machine learning and signal/information processing with a current focus on deep networks for solving inverse problems, learning robust models from few and noisy samples, and DNA data storage. We are seeking a researcher to join our team in a DFG funded project on deep...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Position in Machine Learning-Powered Molecular SimulationsWe are seeking a highly motivated PhD candidate to join our research group at the Technical University of Munich. The successful candidate will work on developing a novel computational framework to discover rational design rules of peptide-based materials used in emerging technologies.Key...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Position in Machine Learning-Powered Molecular SimulationsWe are seeking a highly motivated PhD candidate to join our research group at the Technical University of Munich. The successful candidate will work on developing a novel computational framework to discover rational design rules of peptide-based materials used in emerging technologies.Key...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    Research Opportunities in Foundation Models and Medical ImagingAbout the Professorship of Machine LearningThe Professorship of Machine Learning at the Technical University of Munich (TUM) is a leading research group in the field of machine learning, artificial intelligence, and information processing. Our current focus is on developing algorithms and...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    Research Opportunities in Foundation Models and Medical ImagingAbout the Professorship of Machine LearningThe Professorship of Machine Learning at the Technical University of Munich (TUM) is a leading research group in the field of machine learning, artificial intelligence, and information processing. Our current focus is on developing algorithms and...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Position in Membrane Protein Structural BiologyWe are seeking a highly motivated and skilled PhD candidate to join our team at the Lab of Structural Membrane Biochemistry. Our research focuses on understanding the molecular causes of mitochondrial membrane protein-related diseases.Research TopicThe successful candidate will work on deciphering the...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Position in Membrane Protein Structural BiologyWe are seeking a highly motivated and skilled PhD candidate to join our team at the Lab of Structural Membrane Biochemistry. Our research focuses on understanding the molecular causes of mitochondrial membrane protein-related diseases.Research TopicThe successful candidate will work on deciphering the...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Researcher in Software and Systems EngineeringWe are seeking a highly motivated PhD researcher to join our team at the Technical University of Munich. The successful candidate will work on a project focused on using generative AI for code migration projects in the area of software and systems engineering.About the ProjectThe project aims to explore the...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    PhD Researcher in Software and Systems EngineeringWe are seeking a highly motivated PhD researcher to join our team at the Technical University of Munich. The successful candidate will work on a project focused on using generative AI for code migration projects in the area of software and systems engineering.About the ProjectThe project aims to explore the...

Phd Position: Pde-based Optimization of Deep

vor 5 Monaten


Munich, Deutschland MathHire.org Vollzeit

The **Chair of Renewable and Sustainable Energy Systems** (ENS) at the Technical University of Munich (TUM) deals with the modeling and optimization of energy systems on different temporal and spatial scales.

For our new **Research Group Applied Optimization** we are looking for a

**Research Associate: PDE-based optimization of deep geothermal systems**

**starting immediately**, in full-time.

**Research topic**:
Deep geothermal energy is one of the key technologies to decarbonize the heating sector. To enable efficient, reliable and sustainable use of deep geothermal well doublets, it is essential to optimize them (location, sizing, operation, etc.). The resulting optimization problems are the so-called PDE-constrained optimization problems, since the physical processes in the underground are governed by PDEs. To efficiently solve these mathematically challenging problems, new optimization approaches need to be developed.

**Tasks**:

- Work in a team on a national collaborative research project, which deals with the development of a planning and optimization tool for deep geothermal systems.
- You will be responsible for developing solutions in terms of methodology (optimization approaches) and implementation of the optimization tool.
- Coordination of the cooperation with the project partners
- Publication of results in peer-reviewed journals and presentation at international conferences
- Contribution to the education of students and thus support of our educational mission.

**Requirements**:

- Above average Master’s degree in engineering, applied mathematics or computational science
- Good knowledge of mathematical/numerical optimization methods
- Strong mathematical skills and interest in developing new mathematical methods
- Enthusiasm for challenging mathematical problems and interdisciplinary collaboration
- Relevant experience with programming languages (preferably Python)
- You work independently, in a structured and reliable manner.
- You are communicative, flexible and able to work under pressure.
- Fluency in English language (writing/speaking)
- German language skills are an advantage.
- Applicants who are already pursuing or hold a doctorate will be automatically disqualified

**We offer**
- An interesting and challenging job in an international and dynamic team at TUM's Garching site
- Flexible working hours
- Individual opportunities for further training
- Employment in accordance with the collective wage agreement for the civil service (TV-L E13)
- Pursuing a doctorate within the framework of the work at the TUM

**Interested?