معرفی
Prof. Dr. Christiane Fuchs is a full professor at the Faculty of Economics of Bielefeld University and heads the Data Science Group. She is also leading the Biostatistics Research Group and Core Facility Statistical Consulting at Helmholtz Munich. Her academic affiliations include the Bielefeld Graduate School of Economics and Management and the Bielefeld Center for Data Science (BiCDaS).
- Education:
- MSc in Computational Modeling, Brunel University West London (2003)
- Diploma in Mathematics with Computer Science, University of Hanover (2005)
- PhD in Statistics, Ludwig Maximilian University of Munich (2010)
Research interests span stochastic modeling, Bayesian inference, uncertainty quantification, and statistical applications in economics, medicine, and epidemiology. She specializes in diffusion processes, high-dimensional data analysis, and integrated statistical methods for cross-domain data (genomics, clinical, environmental).
Recent publications focus on AI-driven clinical decision support systems, spatial epidemiology, fractional diffusion modeling, and statistical serology validation. Her work bridges methodological innovation in Bayesian statistics with real-world applications in infectious disease dynamics and hematological malignancies.
Principal investigator in third-party funded projects from DFG, BMBF, NIH, and Helmholtz Association, including the UQ Consortium (2019-2024) and KoCo19 prospective COVID-19 cohort (2020-2024). She has developed statistical software packages like stochprofML and adaSC3, and contributed to network-regularized regression methods.
As Vice Rector for Research and Networking at Bielefeld University since 2023, she drives institutional research strategy while maintaining active roles in scientific societies including the International Society for Bayesian Analysis and Deutsche Statistische Gesellschaft.
