Physicist and computer scientist by training, I develop quantitative population models of antibiotic resistance, which I calibrate using optimal experimental design. I then exploit them to engineer optimal treatment strategies.
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2021A model-based approach to characterize enzyme-mediated response to antibiotic treatments: going beyond the SIR classification, bioRxiv. 2021.07.16.452741.
2019Optimal control of an artificial microbial differentiation system for protein bioproduction, ECC 2019, pp. 2663-2668.
2018Applying ecological resistance and resilience to dissect bacterial antibiotic responses, Sci Adv 2018 Dec;4(12):eaau1873.