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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
- 2024
- [c1]Zewen Liu
, Guancheng Wan
A Review of Graph Neural Networks in Epidemic Modeling. KDD 2024: 6577-6587 - [e1]Joon-Seok Kim, Taylor Anderson, Max S. Y. Lau, Amira Roess, Andreas Züfle:
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Spatial Computing for Epidemiology, SpatialEpi 2024, Atlanta, GA, USA, 29 October 2024- 1 November 2024. ACM 2024, ISBN 979-8-4007-1153-4 [contents] - [i3]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) - [i2]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) - [i1]Guancheng Wan, Zewen Liu, Max S. Y. Lau, B. Aditya Prakash, Wei Jin:
Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph. CoRR abs/2410.00049 (2024) - 2022
- [j4]Max S. Y. Lau
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
- 2019
- [j3]Max S. Y. Lau
Model diagnostics and refinement for phylodynamic models. PLoS Comput. Biol. 15(4) (2019) - 2017
- [j2]Max S. Y. Lau
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
- [j1]Max S. Y. Lau
A Systematic Bayesian Integration of Epidemiological and Genetic Data. PLoS Comput. Biol. 11(11) (2015)
Coauthor Index
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