Phd állások, munkák Németországban

Develop and use innovative optimisation methods and modelling workflows for energy transition pathways under conflicting interests...

• Conduct empirical and theoretical interdisciplinary research on legal question answering in German laymen questions
• Design and execute state-of-the-art NLP experiments and user studies
• Independently analyze qualitative and quantitative data

• Develop computer vision models to analyze surgical videos, including action recognition, instrument usage, and relevant interactions
• Build and annotate a suitable dataset in close collaboration with other project staff; develop annotation and quality-assurance tools

• design and conduction of experimental studies
• application/development of neurobiological, molecular, electrophysiological or imaging methods
• analysis and statistically evaluation of experimental data
• documentation, interpretation and presentation of research findings

Techniques that will be relevant are in-vivo multi-channel electrophysiological recordings, behavioral experiments and state-of-the-art neural data analysis. ...

• Develop new tools and models for the design and analysis of practical cryptography in the post-quantum setting
• Revisit the concrete security of real-word cryptographic protocols
• Additional responsibilities include supporting the tasks in the Chair, e.g. the organisation of scientific conferences

■ Conduct experimental work in a team of researchers. ■ Modify existing test rigs and conduct measurements. ■ Implement and develop models and features within a multi-phase numerical simulation tool. ■ Perform CFD simulations of metal-fuel processes. ■ Post-process and analyze data. ...

• Research using behavioral experiments to incentivize consumer flexibility
• Publication (also as co-author)
• Co-supervision of bachelor and master theses (in the context of the project)
• Participation in CoDeF activities
• Academic self-governance

• Develop and apply frequency comb spectroscopy setups and utilize the existing CARS and QCLAS setups
• Apply the laser diagnostics to measure molecular species in atmospheric pressure plasmas related to plasma catalysis, such as COx, NOx, H2O2.

• Apply the frequency comb spectroscopy diagnostics to measure molecular species in low pressure plasmas related to industrial processes
• Develop and apply machine learning algorithms for data analysis and data-driven physics-constrained correlation mining

Develop and apply THz absorption spectroscopy and cavity-enhanced spectroscopy setups to measure atomic (O, Al) and molecular species (NO) and apply the existing E-FISH setup to measure electric fields in atmospheric pressure plasmas related to plasma catalysis...

• In this project, Molecular Beam Epitaxy (MBE) is our primary tool. You won't just be an observer; you will be an architect of matter. Your responsibilities will include:
• Designing and growing high-quality semiconductor heterostructures.

• In this project, Molecular Beam Epitaxy (MBE) is our primary tool. You won't just be an observer; you will be an architect of matter. Your responsibilities will include:
• Designing and growing high-quality semiconductor heterostructures.

• Become familiar with our previously developed neural network superstructure for learning iterative algorithms
• Extend the superstructure to tackle AC-PF problems of different complexities and assess its convergence in inference
• Investigate scaling and performance bottlenecks

• Develop methods and workflows to construct robust co-regulation networks from large single-cell and spatial transcriptomics datasets
• Integrate ontologies and metadata (e.g., tissue, cell type, developmental stage, treatment) to build tissue- and context-specific co-regulation networks

Entrepreneurship Department (Berlin Chairs): Teaching-related activities, course coordination, student support, and administrative tasks related to the Ch airs' academic activities....

• development of computational methods and processing pipelines for large image datasets
• application of existing and development of new analytical and ML solutions
• data visualization and communication
• work in close collaboration with our medical collaboration partners

• Design and develop high-performance, durable membrane–electrode assemblies (MEAs) with minimized gas crossover, utilizing the catalysts and ionomers developed within the project
• Perform electrochemical characterization of MEAs under elevated-pressure operating conditions

• Hands-on experience building foundations for realtime simulation systems
• The chance to learn, implement and extend state-of-the-art simulation methods (XPBD, advanced constraint solvers, hybrid models)
• Mentorship from PhD-level researchers

to generate and harmonize user-friendly, standardized data analysis pipelines for a variety of computational tasks, including, but not limited to, mutation calling, bulk and single-cell RNA-seq analysis, ChIP-seq / Cut&Run analysis, CRISPR screen analysis, and DNA barcoding analysis,...