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Postdoc (Research Associate) in Machine Learning, System Identification or Control Systems

1395/09/16
University of Luxembourg
 

دانشگاه لوکزامبورگ (University of Luxembourg) تنها دانشگاه در کشور لوکزامبورگ می باشد که در سال 2003 تاسیس گردید. هر چند قبل از این دانشگاه موسسات آموزش عالی در لوکزامبورگ فعال بودند و هر کدام در زمینه های مختلف فارغ التحصیل داشتند. در سال 2003 تصمیم گرفته شد که تمامی این موسسات تحت عنوان دانشگاه لوکزامبورگ ادغام شوند. یکی از سیاست های اصلی دانشگاه لوکزامبورگ این می باشد که با توجه به اینکه اغلب دانشجوهای اروپایی به دلیل بالا بودن بودجه تحقیقاتی در آمریکا از اروپا به آمریکا مهاجرت می کنند، تصمیم به سرمایه گذاری زیاد و ایجاد قطب تحقیقاتی در اروپا را دارد. به همین دلیل این دانشگاه اهمیت بالایی به امور پژوهش و تحقیقات داده و بودجه نسبتا زیادی رو هم به این کار اختصاص داده است.

لوکزامبورگ کشور کوچکی در شمال اروپا است. پایتخت آن شهر لوکزامبورگ می‌باشد. لوکزامبورگ با آلمان، فرانسه و بلژیک مرز مشترک دارد. این کشور با توجه به جمعیت پانصدهزار نفری‌اش از کشورهای ثروتمند اروپایی به حساب می‌آید. لوکزامبورگ همواره شرایط سیاسی و اقتصادی باثباتی داشته است.

 

جهت دریافت اطلاعات بیشتر در رابطه با این بورسیه فوق دکترای ارائه شده و نیز نحوه اپلای بر روی تب توضیحات کامل در بالا کلیک کنید.


 

 
 رشته تحصیلی: برق/الکترونیک/مخابرات|کامپیوتر/فناوری اطلاعات|ریاضی/آمار    |     موقعیت: لوکزامبورگ     |     تاریخ انقضا: نامشخص

 

 

The Systems Control Group (SCG) of the Luxembourg Centre of Systems Biomedicine (LCSB) has the following vacancy

Postdoc (Research Associate) in Machine Learning, System Identification or Control Systems (m/f)

  • Ref.: R-STR-4021-00-B
  • Fixed-term contract for 1 year with the possibility of renewal for up to 5 years, 40h/week
  • Employee status (start date: as soon as possible)

The SCG specialises in dynamic modelling from time-series data of biological systems by developing methods using tools from theoretical control systems and machine learning. Hence, the group publishes papers on a wide range of journals, from IEEE Transactions on Automatic Control to PNAS and Science. Biological systems are dynamical in nature as molecular species evolve in time in response to internal or external regulations, perturbations or random fluctuations. The group is interested in understanding the complexity inherent to biological systems from a dynamical perspective, typically captured by differential equations or stochastic processes. Theoretically, we develop mathematical tools aimed at efficiently modelling and analysing biological data. Examples are tools to infer causal networks with guaranteed certificates, and systematic engineering control tools for synthetic biology design. Applied, we closely collaborate with experimental biologists to generate mathematical models, which offer new biological insights that can subsequently be tested experimentally, hence closing the loop between experiments and modelling. Examples range from understanding the role of cytoplasmic Ca2+ in plant circadian rhythms to modelling the natural history of Huntington and Parkinson’s disease progression.

Your Role

The Systems Control Group seeks a highly skilled Postdoctoral Fellow (Research Associate). The project aims to develop mathematical tools to model continuous-time nonlinear dynamical systems from time-series data. It will also include application of these tools to model real biological data to generate new testable hypothesis.

The Postdoctoral Fellow is also expected to work together with Ph.D. students and to help with grant writing. On-going projects involve collaborations with the University of Cambridge, UC Berkeley and Caltech.

Your Profile
  • To hold a Ph.D. degree in machine learning, signal processing, control systems, system identification or mathematics. Candidates must have a solid background in mathematics (such as real analysis, functional analysis, linear algebra). All other candidates will not be considered.
  • Candidates are expected to develop mathematical tools and be proficient in scientific computing.
  • Excellent working knowledge of English.
We offer
  • Full contract for 1 year with the possibility of renewal up to 5 years contingent on performance and availability of funding.
  • A very competitive salary.
  • Opportunity to supervise Ph.D. students working on the project.
  • There is a possibility for the Postdoc to spend some time at the University of Cambridge to take specialised courses and collaborate with researchers there.
Further Information

Applications should contain the following documents:

  • A detailed Curriculum vitae.
  • A motivation letter that includes a description of past research experience and future interests.
  • Please ask at least three references to email their confidential letters directly to Jorge Goncalves (jorge.goncalves@uni.lu) within two weeks after submitting the application.

Review of applicants will begin immediately and will continue until the position is filled.

For further information, please contact Jorge Goncalves (jorge.goncalves@uni.lu).

The University of Luxembourg is an equal opportunity employer. All applications will be treated in the strictest confidence.


 


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