Khayretdinova Guzel

Khayretdinova Guzel is a Researcher at the CNRS Paris-Normandy (FR CNRS 3335) and affiliated with INSA Rouen Normandie's Laboratory of Mathematics (LMI). She holds a dual PhD in Mathematics from TUSUR (Tomsk State University of Control Systems and Radioelectronics) and INSA Rouen Normandie (2024). Her research focuses on mathematical modeling, numerical simulation with applications in biomedical sciences, geosciences, and renewable energy systems. She leads the M2Si2 Labex project and contributed to DEFHY3GEO (2021-2024) and INTERTWIND (2023).

Education includes a Master's degree in Mathematical Modeling and Analysis from University of Rouen Normandie (2019) and a double-degree Master's from Tomsk State University. Her bachelor's thesis explored 'Spaces of Continuously-Differentiable Functions' at Tomsk State University (2013-2017).

Research interests emphasize image segmentation under geometric constraints, wind velocity field reconstruction, and visualization techniques. Her work bridges variational approaches with deep learning methodologies in medical imaging and geophysical data analysis.

Key projects include Scale Op (2024-2028) and interdisciplinary collaborations with LMI and CNRS. She has organized academic events like the 2023 MSN Rouen conference and presented at SIAM, SMAI, and ISBI conferences despite visa challenges. Grant funding includes INSA Rouen's INTERWIND project and TUSUR scholarships.