Data Scientists A-Z
| Name | Expertise |
|---|---|
| Causality, Emulation / Uncertainty Quantification, Clinical Trials, AI for Humans and Health; : a Computer Science Research Theme | |
| Pallavi Banerjee | Statistical modelling, Administrative datasets |
| : a Computer Science Research Theme | |
| Computational social science, Network analysis, Time series analysis, Statistical modelling | |
|
Machine learning, Natural language processing, Time series analysis, Network analysis, Software engineering, Signal processing |
|
|
Network Analysis, Computational Social Science, Natural Language Processing and Communications |
|
| Statistical modelling, Emulation / uncertainty quantification | |
| Optimisation, Machine learning, Bayesian inference, Statistical modelling, Frequentist inference | |
|
Andrew Corbett |
Deep Neural Networks; Computer Vision; Explainable AI; Physics-Guided Algorithms |
| Bioinformatics, Optimisation, Machine learning | |
| Emergent Constraints, Physical modelling, Time series analysis | |
| Computational intelligence, Optimisation, Physical modelling, Machine learning, Bayesian inference, Time series analysis, Statistical modelling, Emulation / uncertainty quantification, Frequentist inference, High performance computing, Signal processing | |
| Optimisation, calibration, machine learning, modelling/emulation, Bayesian inference and uncertainty quantification | |
| Riccardo Di Clemente | Human Mobility, Computational Social Science, Network Theory, Physical modelling, Network analysis, Statistical modelling |
| : a Computer Science Research Theme | |
| Spatio-temporal modelling, Bayesian inference, Time series analysis, Statistical modelling, High performance computing | |
| : A Computer Science Research Theme | |
| Optimisation, Machine learning, Machine vision, Emulation / uncertainty quantification, Signal processing | |
| Physical Modelling, Machine Learning, Network Analysis, Time Series Analysis, Statistical Modelling, : a Computer Science Research Theme | |
| Forecasting, Prediction, Forecast evaluation, Forecast verification, Frequentist inference | |
| Optimisation, Software engineering, Machine learning, Emulation / uncertainty quantification | |
| Causality, Game theory, Machine learning, Clinical trials, Time series analysis | |
| : a Computer Science Research Theme | |
| Machine learning, Communications, High performance computing | |
| Optimisation, Machine learning | |
| Causality, Statistical modelling, Machine Learning, Clinical trials, Frequentist inference | |
| Oleksandr Kyriienko | Quantum optics, Computing |
| : a Computer Science Research Theme | |
| Machine learning, Machine vision, Communications, Signal processing | |
| Bayesian inference, Statistical modelling | |
| : a Computer Science Research Theme | |
| : a Computer Science Research Theme | |
| Statistical modelling | |
| Optimisation, Physical modelling, Machine learning, Time series analysis, Signal processing | |
| Bernard Nortier | Optimisation, Machine learning, Bayesian inference, Time series analysis, Statistical modelling, Emulation / uncertainty quantification, Frequentist inference |
| Ravi Pandit | Machine Learning |
| Causality, Statistical modelling, Frequentist inference, Survival analysis | |
| Statistical modelling, Frequentist inference | |
| Computational biology, Machine learning | |
| Spatial statistics, Physical modelling, Software engineering, Machine learning, Bayesian inference, Time series analysis, Statistical modelling, Emulation / uncertainty quantification, Frequentist inference | |
| Environmental statistics, Forecast verification, Physical modelling, Time series analysis, Statistical modelling, Frequentist inference | |
| Systems science, Control theory, Nonlinear dynamics, Optimisation, Physical modelling | |
| Physical modelling, Network analysis, Time series analysis | |
| Natural Language Processing, : a Computer Science Research Theme | |
|
Computational social science, Network analysis, Communications; and : and : Computer Science Research Themes |
|
| Decision theory, Optimisation, Machine learning, Bayesian inference, Statistical modelling, Emulation / uncertainty quantification | |
| Numerical Analysis, Physical modelling, High performance computing | |
| : a Computer Science Research Theme | |
|
Optimisation, Game Theory, Data Security, Misinformation, : a Computer Science Research Theme |