Research

Research Interests

My research has been focused on the blend of numerical & applied mathematics with computational statistics. Broadly speaking, I am interested in the development and analysis of stochastic, and data-driven, algorithms used within various fields of statistics and mathematics.

More specifically my focus on research is through the following fields:

Monte Carlo Methods
Bayesian Statistics
Inverse Problems
Uncertainty Quantification
Statistical Machine Learning

Collaborators

Wagner Barreto-Souza (UCD, Ireland)
ElHoucine Bergou (UMP6, Morocco)
Simon Cotter (Manchester, UK)
Emmanuel Delande (CNES, France)
Youssef Diouane (Montreal, Canada)
Charlie Elliott (Warwick, UK) (PhD supervisor)
Philip Herbert (Sussex, UK)
Hakon Hoel (Oslo, Norway)
Jeremie Houssineau (NTU, Singapore)
Marco Iglesias (Nottingham, UK)
Ajay Jasra (CUHK-SZ, China)
Sari Lasanen (Oulu, Finland)
Quanjun Lang (Duke, USA)
Shuai Lu (Fudan, China)
Fei Lu (John Hopkins, USA)
Kody Law (Manchester, UK)
Benedict Leimkhuler (Edinburgh, UK)
Toni Karvonen (Helsinki, Finland)
Stefan Klus (Heriot Watt, UK)
Mohamed Maama (KAUST, Saudi Arabia)
Laurent Mertz (CityUHK, HK)
Chris Nemeth (Lancaster, UK)
Hernando Ombao (KAUST, Saudi Arabia)

Daniel Paulin (NTU, Singapore)
Sahani Pathiraja (UNSW, Australia)
Luiza Piancastelli (UCD, Ireland)
Petteri Piiroinen (Helsinki, Finland)
Lassi Roininen (LUT, Finland)
Mohammad Salehi (Bath, UK)
Daniel Sanz-Alonso (Chicago, USA)
Claudia Schillings (Berlin, Germany)
Akash Sharma (Chalmers, Sweden)
Sumeetpal Singh (Wollongong, Australia)
Mathias Staudigl (Mannheim, Germany)
Andrew Stuart (Caltech, USA) (PhD supervisor)
Jarkko Suuronen (LUT, Finland)
Tomas Soto (LUT, Finland)
Raul Tempone (KAUST, Saudi Arabia)
Xin Tong (NUS, Singapore)
Matti Vihola (Jyvaskyla, Finland)
Xiong Wang (Sun Yat-sen, China)
Simon Weissemann (Mannheim, Germany)
Frank Werner (Wurzburg, Germany)
Peter Whalley (ETH Zurich, Switzerland)
Lu Yu (CityUHK, HK)
Georgios Zouraris (Crete, Greece)

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