Professor Mauricio Barahona
Graphs and dynamics. Community detection. Theory of synchronization. Algorithms for nonlinear signal analysis. Multiscale dynamics and model reduction of bio-systems. Mathematical and computational biology. Machine learning and precision healthcare. Dimensionality reduction and omics data.
Dr Thibault Bertrand
Dr Nick Jones
Networks and Fluctuations - Complex Systems and Systems Biology: Network (graph) analysis, the principles of networks and combinatorics; Transport and development in biological networks; Statistical signal processing; Mitochondrial dynamics; Stochasticity and stem cells; Data science.
Dr Eric Keaveny
Microorganism locomotion and cellular mechanics; Suspensions of interacting and active particles; Mechanics of soft materials and complex fluids; Low Reynolds number hydrodynamics; Numerical methods and computational mathematics.
Dr Vahid Shahrezaei
Computational Molecular Systems Biology, Design principles that enable cells to function robustly, in spite of significant inherent stochasticity and environmental noise. To this end, a combination of analytical and computational methods is used to investigate the temporal, spatial and stochastic dynamics of biochemical networks.
|Dr Diego Oyarzún
Imperial College Junior Research Fellow
Biomolecular control systems; metabolic dynamics; gene regulatory networks; feedback control theory for Systems and Synthetic Biology; design of synthetic gene circuits.
Dr Philipp Thomas
|Stochastic processes in cellular biology; stochastic reaction networks; Markov chains and master equations.|