Artificial intelligence methods and in silico clinical trials to optimize empirical antimicrobial prescriptions in health care facilities. With Nicolas Houy.
Working papers: optimization without epidemiological data and surveillance based optimization.
Informed and uninformed empirical therapy policies.
Infectious disease models featuring individual vaccination behavior. With Nicolas Houy and Philippe Michel. We produce numerical benchmarks, investigate vaccination refusal and hesitancy, and apply our methods to discuss public health policies.
A simulation based approach to individual vaccination behavior.
Université de Lyon, 2018.