The Institute of Algorithms and Complexity at TUHH: Hamburg University of Technology (www.algo.tuhh.de) in Hamburg, Germany offers an exciting opportunity to work as a PhD student at the forefront of artificial intelligence (AI)/machine learning (ML) algorithms.
The successful candidate will become part of PATTERN, the European Doctoral Network Enabling AI for Electromagnetic Compatibility (https://pattern-dn.eu/). PATTERN addresses the core challenge of electromagnetic interference (EMI), which can obstruct communications, and with equipment such as life-support systems, can put people’s lives at risk. This dangerous situation can be attenuated by designing new and more effective devices, but requires a holistic approach to ensure long-term resilience and reliability to constantly changing, increasingly complex EMI scenarios. PATTERN will develop AI methods for the holistic design of EMI solutions. AI can discover previously unknown patterns in the interactions that take place between us, our devices, and our increasingly complex environment, and it can support us redefining safe-and-sustainable-by-design solutions to the dangers posed by EMI in various scenario. PATTERN has expertise from four key areas, i.e., electromagnetic compatibility (EMC), medical engineering, risk management, and sustainability management.
In total, there will be 16 PhD research students in PATTERN, across 9 top-European universities of technologies and 11 leading industrial partners (Philips, Nexperia, Thales, and others).
At TU Hamburg, we will host two PhD students in projects DC6 and DC9. The successful PhD candidates will research algorithms for discrete/combinatorial optimization problems in the holistic design of systems addressing electromagnetic interference. The main methods applied in these projects will come from AI/ML algorithms, discrete algorithms, mathematical optimization, mathematical programming, and related fields. We provide close supervision and support by a panel of established professors and scientists. International exchanges, industry experiences, transferable skills and career development are an integral part of the PhD program (see https://pattern-dn.eu/index.php/phd-training-for-doctoral-candidates/). The working language of the program is English.
This is a full-time position (100%) which comes with an employment contract for 3 years. It comes with an attractive salary in accordance with the MSCA regulations for Doctoral Researchers. On top, there's a mobility allowance (€600 per month), and a family allowance (€660 per month, if applicable). The exact amount of salary depends on experience, family circumstances, tax classification and other factors.
The successful candidate will join the TUHH Institute for Algorithms and Complexity (www.algo.tuhh.de), whose research covers a broad spectrum of algorithmic research; this includes algorithmic game theory, combinatorial optimization, approximation and parameterized algorithms, and applications in operations research and discrete mathematics. The Institute for Algorithms and Complexity at TU Hamburg currently hosts several international researchers, so English is used on a daily basis as a working language.
The institute is located in the newly built Hamburg Innovation Port (www.hamburg-innovation-port.com/wp-content/uploads/2018/09/01-HIPtuhhlogowasser_web.jpg), which is located right at the Harburg harbour with great views of the harbour and Hamburg's famous opera house (Elbphilharmonie). Several other computer science institutes of the TU Hamburg are located in the area, as well as DASHH - Data Science in Hamburg, the Helmholtz Graduate School for the Structure of Matter, and the German Air and Space Research Center (DLR). They are all located in the Free and Hanseatic City of Hamburg, which is Germany's second largest city, home to a population of about 1.8 million people. The city is famous for its wide offers of entertainment, culture and attractions, with several universities and much research in algorithms.
TU Hamburg offers several attractive benefits, including a sports centre on campus, family-friendly working hours, healthy campus initiatives, and more. For international staff, German classes are offered.
An excellent Masters degree --- either already obtained or to be completed soon --- in (Applied) Mathematics, Computer Science, Data Science, Operations Research, Engineering or related field is required. Affinity with optimization, algorithms, or discrete mathematics is preferred. In particular, background in AI/ML algorithms and complexity, or mathematical optimization is appreciated. Programming experience is considered a plus. For full eligibility criteria, please check https://pattern-dn.eu/index.php/esr-projects/
Interested individuals should submit their applications by 30 September 2024. Please apply solely through the PATTERN application system at https://recruitment.pattern-dn.eu/. Any questions regarding the position should be directed to Prof. Matthias Mnich (algo@tuhh.de).
