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Max S. Y. Lau

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affiliation: Princeton University, Department of Ecology and Evolutionary Biology, USA

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2020 – today

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2024
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Zewen Liu, Guancheng Wan, B. Aditya Prakash, Max S. Y. Lau, Wei Jin:
A Review of Graph Neural Networks in Epidemic Modeling. CoRR abs/2403.19852 (2024)
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Zewen Liu, Yunxiao Li, Mingyang Wei, Guancheng Wan, Max S. Y. Lau, Wei Jin:
EpiLearn: A Python Library for Machine Learning in Epidemic Modeling. CoRR abs/2406.06016 (2024)
2022
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Max S. Y. Lau, Alexander D. Becker, Wyatt Madden, Lance A. Waller, C. Jessica E. Metcalf, Bryan T. Grenfell:
Comparing and linking machine learning and semi-mechanistic models for the predictability of endemic measles dynamics. PLoS Comput. Biol. 18(9): 1010251 (2022)

2010 – 2019

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2019
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Max S. Y. Lau, Bryan T. Grenfell, Colin J. Worby, Gavin J. Gibson:
Model diagnostics and refinement for phylodynamic models. PLoS Comput. Biol. 15(4) (2019)
2017
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Max S. Y. Lau, Gavin J. Gibson, Hola Adrakey, Amanda McClelland, Steven Riley, Jon Zelner, George Streftaris, Sebastian Funk, C. Jessica E. Metcalf, Benjamin D. Dalziel, Bryan T. Grenfell:
A mechanistic spatio-temporal framework for modelling individual-to-individual transmission - With an application to the 2014-2015 West Africa Ebola outbreak. PLoS Comput. Biol. 13(10) (2017)
2015
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Max S. Y. Lau, Glenn Marion, George Streftaris, Gavin J. Gibson:
A Systematic Bayesian Integration of Epidemiological and Genetic Data. PLoS Comput. Biol. 11(11) (2015)

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