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Exploring the dynamics of biological systems
Project Overview
Led by Dr Bianca Dumitrascu, this group studies how local molecular rules give raise to emergent spatial patterns in the context of biological dynamical systems. Its focus is the use of techniques from statistical optimization, statistical physics and domain adaptation to identify contextual phenotypes in spatial transcriptomic data and to understand the identity of single cells and their interactions in early developement. Projects also explore active learning and graphical neural networks as models to study the effects and side-effects of drug cocktails.
Related People
Bianca Dumitrascu
Cambridge University
Departmental Early Career Academic Fellow, Accelerate Programme
Ruiyang He
University of Cambridge
MPhil Student
Samuel Considine
University of Cambridge
MPhil Student
Rudolf Laine
University of Cambridge
Part II Student
Sam Beer
University of Cambridge
Part II Student
Lilly Wollman
University of Cambridge
MPhil Student
Ruben Weizman
University of Cambridge
MPhil Student
Louis de Benoist
University of Cambridge
MPhil Student
Katie Green
Cambridge University
PhD Student