Information about this opportunity
Department/Lab/Unit
CAIROUniversity of the inviting researcher
TECHNISCHE HOCHSCHULE WUERZBURG-SCHWEINFURT
Internship School Year
2025/2026Research lines/projects
Depending on the own preferences of the visiting researcher, the involvement could be either on the deep generative modelling with potential directions towards novelty vs memorization properties of the models, or on the use of flow models for inverse modelling of physical simulators (in the electrical engine domain). The objective of the visit should be a direction for a common paper to be finalized once back at home institution.
Name of inviting researcher
Magda GregorovaWho is offering this opportunity?
Inviting researcher email
magda.gregorova@thws.deAcademic Position of the inviting researcher
ProfWeb page/ORCID
https://www.thws.de/forschung/institute/cairothws/team/?tx_fhwspersonen_fe%5Bperson%5D=2912&tx_fhwspersonen_fe%5Bcontroller%5D=Person&cHash=b49c5590ed963dc98f86070461cc061fWho is this opportunity for?
Ideal profile and expertise expected from the invited researcher
PhD researcher in mid-stage with strong mathematical background Expertise in modern deep generative models (diffusion and flow models) Solid understanding of probability, likelihood estimation, variational inference, and KL divergence Familiarity with ODE and SDE formulations in generative modeling Interest in physics-informed deep generative modeling considered an advantage
Description and additional information
Strenghts of the offer/Expected benefits
The visiting research will join my research group - currently 2 PhDs - and participate in all activities such as research discussion. The strength of the group is in its solid research focus on the fundamental questions of modern deep generative modelling from a theoretical perspective. The benefit for both the inviting and invited is primarily in knowledge sharing and exchange with the goal of common publication.
Additional information
The group is English speaking.
Dates and duration
Minimum length of stay (weeks)
12Maximum length of stay (weeks)
12Period in which the internship can be made
To be agreed