Postdoctoral researcher developing and analyzing algorithms for energy-based learning of dynamical systems.
Requires a PhD in optimization or systems and control theory and a strong mathematical background.
Embedded in the ERC E-BLOCS project within the Systems, Control and Optimization Group.
Description
Postdoctoral researcher developing and analyzing new algorithms for energy-based learning of complex dynamical systems, with emphasis on theory beyond steady-state behavior.
Job requirements
- PhD degree in optimization or in systems and control theory.
- Strong mathematical background and an interest in conducting theoretical research.
- Proven research track record.
- Excellent English communication skills, both written and spoken.
Tasks
- Develop and analyze new algorithms for energy-based learning of complex dynamical systems.
- Develop theoretical results that go beyond steady-state behavior of dynamical systems.
- Collaborate with PhD students and other project members on adjacent research topics.
- Participate in international collaborations, research visits and interdisciplinary training.
- Take part in seminars, joint group meetings and interactions with other postdocs and PhD students.
Working conditions
- Fixed-term appointment for two years.
- Holiday allowance of 8% of gross annual income and a year-end bonus of 8.3%.
- Extensive opportunities for personal and professional development.
- Possibility to adjust working hours in exchange for corresponding free hours (flexible work arrangements).
Description of the organization
The University of Groningen is an open academic community where researchers across disciplines work on academic challenges and societal questions.
The Faculty of Science and Engineering provides teaching and research across disciplines such as physics, biology, artificial intelligence, mechanical engineering and pharmacy, and collaborates with industry, healthcare and societal partners on challenges like energy, sustainability, digitization and medical technology.
The successful candidate will be based at the Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence and will carry out research within the Systems, Control and Optimization Group. The position benefits from connections with the Jan C. Willems Center for Systems and Control, regular seminars, joint group meetings and a supportive research environment.
The project is embedded in the European Research Council (ERC) Starting Grant project "Energy-based learning of complex dynamical systems" (E-BLOCS), led by Dr. Henk van Waarde.
The faculty community includes a large international population of students, PhD candidates and staff.