Revealing Microplastic-Water Interactions in the Atmosphere Via Coarse-Grained Simulations
AIChE Annual Meeting
2024
2024 AIChE Annual Meeting
Annual Student Conference: Competitions & Events
Undergraduate Student Poster Session: Computing and Process Control
Monday, October 28, 2024 - 10:00am to 12:30pm
Microplastics have emerged as a significant environmental concern due to their global presence. Recently, microplastic particles have been discovered in the atmosphere, though their atmospheric assembly behavior and possible impacts on climate processes is largely unknown. In this work, we study the potential effects of atmospheric microplastics on climate using molecular dynamics simulations. In particular, we aim to understand how the presence of microplastic particles may affect water phase behavior and droplet nucleation, relevant to cloud dynamics and precipitation. We pair the ML-BOP coarse-grained water model with typical bead-spring polymers to provide a preliminary look at water-microplastic interactions. First, we show that ML-BOP, despite being designed to model waterâs condensed phases, reasonably predicts waterâs liquid-vapor phase behavior. We then simulate ML-BOP in the presence of polymers of varying hydrophobicity to evaluate the polymersâ impact on water phase behavior and liquid droplet nucleation. Understanding such interactions is crucial for predicting climate trends and developing strategies to mitigate the global impact of microplastic pollution.