معرفی
Dr. Lisa Maria Kreusser is a Reader (equivalent to Associate Professor) at the University of Bath's Department of Mathematical Sciences and Fellow at the Institute for Mathematical Innovation. Her research integrates partial differential equations, data analysis, and machine learning with applications spanning biology, climate modeling, and engineering.
Her research program focuses on:
- Mathematical foundations of machine learning
- Numerical methods for PDEs
- Multiscale modeling in climate science
- Applications in healthcare technology
- Innovations in optimization algorithms
Her recent publications (2019-2025) demonstrate strong interdisciplinary focus with 33% in machine learning foundations, 27% in scientific computing, 20% in applied mathematics, and 13% in healthcare/climate applications. Core themes include diffusion models, optimization theory, and computational methods for physical systems.
Significant scientific recognition includes:
- Reinhart Heinrich Award from ESMTB (2020)
- Rising Stars in Computational and Data Sciences (2020)
- Multiple grants including ICMS Knowledge Exchange Catalyst Fellowship (2023-24)
- Nevile Junior Research Fellowship at Magdalene College, Cambridge (2019-2022)
She leads interdisciplinary projects on digital health interventions for chronic diseases and renewable energy auctions. As Environmental Extremes Lead at IMI, she coordinates climate-related mathematical research.
