Scholar
Serge Guillas
Google Scholar ID: 6ByPRGgAAAAJ
Professor of Statistics, University College London
Statistics
Uncertainty Quantification
Functional Data Analysis
Environmental Statistics
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Citations & Impact
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Citations
1,219
H-index
19
i10-index
37
Publications
20
Co-authors
40
list available
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Publications
2 items
Multi-fidelity Batch Active Learning for Gaussian Process Classifiers
2025
Cited
0
History matching for functional data and its application to tsunami warnings in the Indian Ocean
2025
Cited
0
Resume (English only)
Academic Achievements
Awarded ESRC-DFID-NERC funding for tsunami-related research
Received interdisciplinary funding for tsunami risk research in India
Elected Vice-Chair of the SIAM Activity Group on Uncertainty Quantification
Co-created a new dataset quantifying uncertainties in past global temperatures with Maryam Ilyas and Dr. Chris Brierley
Supervised Dr. Devaraj Gopinathan, awarded a Newton International Fellowship for tsunami hazard modeling
Supervised Dr. Kai-Lan Chang, awarded a postdoctoral fellowship by the U.S. National Academies of Sciences, Engineering, and Medicine
Supervised student Ah Yeon Park, recipient of the MAPS Faculty Postgraduate Research Prize
Research Experience
Research Associate, University of Chicago, USA (2002–2004)
Assistant Professor, Georgia Institute of Technology, USA (2004–2008)
Lecturer, University College London (UCL) (2007–2009)
Reader, University College London (UCL) (2009–2016)
Professor of Statistics, University College London (UCL) (2016–present)
Background
Professor of Statistics with research interests in functional data, time series, and environmental statistics
Specializes in calibration and emulation of complex computer models
Particularly interested in uncertainty quantification of tsunami models
Engaged in statistical modeling of ozone and climate, and uncertainty quantification of geophysical models
Open to supervising new PhD students; encourages inquiries about funding opportunities
Co-authors
40 total
Co-author 1
Co-author 2
Daniel Giles
University College London
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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