Phd Position in Topological Deep Learning

il y a 2 semaines

Luxembourg Université du Luxembourg Temps plein

The University of Luxembourg is an international research university with a distinctly multilingual and interdisciplinary character.

The Faculty of Science, Technology and Medicine (FSTM) at the University of Luxembourg contributes multidisciplinary expertise in the fields of Mathematics, Physics, Engineering, Computer Science, Life Sciences and Medicine.
Through its dual mission of teaching and research, the FSTM seeks to generate and disseminate knowledge and train new generations of responsible citizens in order to better understand, explain and advance society and environment we live in.

**Your role**:

- Deep learning, with a focus on geometric/topological frameworks
- Dynamical systems theory and analysis
- Scientific machine learning and physics-informed neural networks
- Complex systems and network science
- Conduct excellent research in the field of Topological Deep Learning
- Develop innovative topological deep learning architectures
- Research novel approaches integrating topology, deep learning, and dynamical systems theory to model and predict complex system behaviors
- Communicate research results in international conferences and journals
- Write a doctoral dissertation in Computer Science
- Assist in teaching activities
- Co-supervise Master and/or Bachelor students

**Your profile**:

- Master's degree in Computer Science, Mathematics, Physics, or related field
- Strong interests in exploring cutting-edge research questions
- Strong programming skills in Python and deep learning frameworks (PyTorch, TensorFlow)
- Solid mathematical foundation in topology, differential geometry, or dynamical systems
- A pro-active approach to achieving research excellence
- Commitment, team working and a critical mind
- Excellent written and verbal communication skills in English are mandatory

**We offer**:

- Multilingual and international character. Modern institution with a personal atmosphere. Staff coming from 90 countries. Member of the “University of the Greater Region” (UniGR)
- A modern and dynamic university. High-quality equipment. Close ties to the business world and to the Luxembourg labour market. A unique urban site with excellent infrastructure
- A partner for society and industry. Cooperation with European institutions, innovative companies, the Financial Centre and with numerous non-academic partners such as ministries, local governments, associations, NGOs

**How to apply**:

- Applications should include:_
- Curriculum vitae including your current contact address, work experience, publications (if any)
- A short description of your master thesis (max 1 page)
- Transcript of grades from all university-level courses taken
- Contact information for 2-3 referees
- General information:_
- Contract Type: Fixed Term Contract 36 Month
- Work Hours: Full Time 40.0 Hours per Week
- Location: Campus Belval
- Internal Title: Doctoral Researcher
- Job Reference: UOL07063

The yearly gross salary for every PhD at the UL is EUR 40952 (full time).

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