Overview
In this PhD role you contribute to multimodal generative AI research for materials discovery. You work within the LTS2 Lab on integrating AI models with automated experimental platforms and simulations. You collaborate across disciplines to design, run, and interpret experiments, and to publish your findings. This position offers a path into an ERC Synergy project with international collaboration and access to state-of-the-art facilities. You will shape new AI architectures and contribute to a transformative materials discovery blueprint.
Leistungen / Benefits
- 4 years to complete PhD with competitive remuneration
- state-of-the-art research facilities
- multicultural and stimulating work environment
- international collaboration and research internships
- 1-year fixed-term contract renewable for 4 years
Verantwortungsbereiche
- Have full responsibility for your own dissertation
- Research in close collaboration with academic partners
- Experiment design and execution
- Analyze and interpret experimental results
- Write scientific articles for publication
- Present at international conferences
- Supervise student projects
Zentrale Anforderungen
- Strong analytical background
- Outstanding MSc degree in Engineering, Computer Science, Physics, Applied Mathematics, or related field
- Proficiency in generative deep learning or willingness to learn (latent diffusion, multimodal approaches, statistics, and learning theory)
- Self-driven with strong problem-solving abilities and creative thinking
- Ability to understand, implement, and test new AI architectures
- Willingness to participate in international, interdisciplinary research
- Professional command of English
- Eligibility to apply to the doctoral program in Electrical Engineering
- self-driven
- problem-solving
- out-of-the-box thinking
- generative deep learning
- latent diffusion models
- multimodal approaches
PhD - Multimodal Generative AI for Materials Design in Lausanne Arbeitgeber: EPFL
Das AGORA Cancer Research Center der EPFL in Lausanne bietet eine inspirierende Arbeitsumgebung, die sich durch eine kollaborative und interdisziplinäre Kultur auszeichnet. Als Labor-Techniker im Bereich Krebsforschung und Immunologie haben Sie die Möglichkeit, an bedeutenden Forschungsprojekten zu arbeiten und Ihre Fähigkeiten in einem dynamischen Team weiterzuentwickeln. Zudem profitieren Sie von umfangreichen Weiterbildungsmöglichkeiten und einem engagierten Netzwerk von Fachleuten, die gemeinsam an der Bekämpfung von Krebs arbeiten.
