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Research Interests
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
Statistical Machine Learning
Inverse Problems
Uncertainty Quantification
Research talks/visits
Research talks/visits
November 2025: Research talk at LBJ Workshop in Complex Systems. City University of Hong Kong, Hong Kong.
January 2026: Research visit and talk. University of Wollongong, Australia.
February 2026: Prof Ben Leimkuhler (University of Edinburgh) is visiting for a week.
March 2026: Research visit. National University of Singapore, Singapore.
March 2026: Research visit for ICERM program. Providence, USA.
April 2026: Research visit and talk. University of Mannheim & Technische Universität Ilmenau, Germany.
May/June 2026: Talk at IPMS. Valetta, Malta.
June 2026: Organizer of MCQMC26. Edinburgh, UK.
June/July 2026: Talk and MS-organizer at SCICADE. Edinburgh, UK.
Collaborators
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 co-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)
Vincent Liang (CityUHK, HK)
Shuai Lu (Fudan, China)
Fei Lu (John Hopkins, USA)
Kody Law (Manchester, UK)
Benedict Leimkhuler (Edinburgh, UK)
Toni Karvonen (Oulu, 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 main 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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