Blar i Institutt for konstruksjonsteknikk på forfatter "Ringdahl, Simen"
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Machine Learning and Atomic Simulations to predict Nanoscale Ice Adhesion
Ringdahl, Simen (Master thesis, 2020)Det er kjent at overflateruhet påvirker hvor godt is fester seg til materialer, men de underliggende mekanismene er ikke fullstendig forstått. I denne masteroppgaven blir to tilnærminger, én fysikkbasert, og én svart ... -
Machine Learning Based Prediction of Nanoscale Ice Adhesion on Rough Surfaces
Ringdahl, Simen; Xiao, Senbo; He, Jianying; Zhang, Zhiliang (Peer reviewed; Journal article, 2021)It is widely recognized that surface roughness plays an important role in ice adhesion strength, although the correlation between the two is far from understood. In this paper, two approaches, molecular dynamics (MD) ...