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Statistical Laboratory

Publications

Neural parameter calibration and uncertainty quantification for epidemic forecasting
T Gaskin, T Conrad, GA Pavliotis, C Schütte
– PloS one
(2024)
19,
e0306704
Modelling Global Trade with Optimal Transport
T Gaskin, M-T Wolfram, A Duncan, G Demirel
(2024)
Inferring networks from time series: A neural approach.
T Gaskin, GA Pavliotis, M Girolami
– PNAS Nexus
(2024)
3,
pgae063
Neural parameter calibration and uncertainty quantification for epidemic forecasting
T Gaskin, T Conrad, GA Pavliotis, C Schütte
(2023)
Inferring networks from time series: a neural approach
T Gaskin, GA Pavliotis, M Girolami
(2023)
Neural parameter calibration for large-scale multi-agent models
T Gaskin, GA Pavliotis, M Girolami
– Proceedings of the National Academy of Sciences of the United States of America
(2023)
120,
e2216415120
Neural parameter calibration for large-scale multi-agent models
T Gaskin, GA Pavliotis, M Girolami
(2022)

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Research Group

Statistical Laboratory

Room

D0.15

Telephone

01223 760370