9 days ago
Full-time
Part-time
Mid Level
01.12.24
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Research Associate (PostDoc)baito Pro Job
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Intro
The Faculty II - Institute of Mathematics at TU Berlin is seeking a Research Associate (PostDoc) in Stochastic Analysis. This position involves research and teaching responsibilities, with a focus on various fields of stochastic analysis.
Tasks
- Work in research and teaching at the Institute of Mathematics (Stochastic Analysis)
- Supervision of seminars and lectures
- Teaching of exercise classes (4 SWS for a full-time position)
- Co-supervision of Bachelor and Master students/theses
- Research in conservative stochastic PDEs, singular SPDEs, mathematics of machine learning, interacting particle systems, nonequilibrium statistical mechanics, stochastic fluid dynamics
- Investigate questions of well-posedness, regularity, qualitative behavior, equilibrium and nonequilibrium large deviations and their numerical simulation
- Focus on universal limits, stochastic learning dynamics, and generalization errors in the mathematics of machine learning
Requirements
- Successfully completed university degree (Master, Diplom or equivalent)
- Proof of completion of doctoral degree in mathematics, with a focus on stochastic analysis, PDEs, or mathematics of machine learning must be submitted at the time of hire
- Ability to teach in German and/or in English; willingness to acquire the respective missing language skills
9 days ago
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