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models, making the use of data-driven approaches a promising direction. This PhD project will investigate the use of data-driven and machine learning approaches, both measurement based but also model based
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advancements and evidence-based policymaking within the aviation and energy sectors. The impacts of aviation arises from both CO2 and non-CO2 emissions, including soot, aerosols, water vapor, nitrogen oxides
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learning algorithm to develop an ability to choose what main data pattern/structure to preserve? This PhD project will approach this question by developing modelling strategies and pipelines to enable human
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