Max S. Y. Lau

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 7

Top Topics

Machine Learning

Modelling Language

Top Venues

PLoS Comput. Biol.

Publications

Zewen Liu, Guancheng Wan, B. Aditya Prakash, Max S. Y. Lau, Wei Jin
A Review of Graph Neural Networks in Epidemic Modeling. CoRR (2024)
Zewen Liu, Guancheng Wan, B. Aditya Prakash, Max S. Y. Lau, Wei Jin
A Review of Graph Neural Networks in Epidemic Modeling. KDD (2024)
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 (2024)
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) (2022)
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)
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)
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)