Theses - Civil and Environmental Engineering
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Neural-embedded discrete choice models
(Massachusetts Institute of Technology, 2019)This dissertation is motivated by the possible value of integrating theory-based discrete choice models (DCM) and data-driven neural networks. How to benefit from the strengths of both is the overarching question. I propose ... -
Laboratory study of the atmospheric heterogeneous oxidation of benzo[a]pyrene
(Massachusetts Institute of Technology, 2019)Polycyclic aromatic hydrocarbons (PAHs) are a class of chemical pollutants found ubiquitously in the environment. PAHs are carcinogenic and mutagenic, and the reaction of PAHs in the atmosphere can significantly alter their ... -
Bursting bubbles and water-to-air-transfer : interplay between underlying physics and microbial contamination
(Massachusetts Institute of Technology, 2019)Surface bubbles are very efficient at transporting microorganisms and chemicals from water bodies to the atmosphere: upon burst, they release a multitude of droplets known to shape climate and to participate to airborne ...
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