Arianna Ceccarelli

Arianna Ceccarelli is a Research Fellow at the Mathematical Institute, University of Oxford, within the Department of Mathematics. She is a postgraduate student specializing in mathematical biology, with research interests in stochastic models and their applications to biological systems. Her work includes contributions to Bayesian inference frameworks and the analysis of gene networks in developmental biology. Ceccarelli is also a Stipendiary Lecturer in Mathematics at St Hugh's College, teaching courses such as Linear Algebra, Topology, and Numerical Analysis. She is supervised by Prof. Ruth E. Baker and Dr. Alexander P. Browning.

Arianna Ceccarelli is a DPhil student at the University of Oxford, focusing on mathematical biology, Bayesian inference, model calibration, and identifiability. Her research explores the application of Bayesian methods to calibrate and select between stochastic models, particularly in biological systems. She has published work on the dynamics of transcription factors, stochastic velocity-jump models, and the inference of gene networks. Her studies also address structural identifiability in partially-observed stochastic processes, using data from single-particle trajectories to total particle density. Her work bridges mathematical modeling with biological data analysis, emphasizing the importance of statistical rigor in understanding complex biological systems.