Ethylene sorption in polyethylene (PE) influences the reaction rate in polymerization reactors and the subsequent degassing of residual monomer. The knowledge of ethylene solubilities is therefore important for process design and optimization. We used a gravimetric apparatus based on a magnetic suspension balance to measure ethylene solubilities in 13 PE samples at temperatures from 60 to 150 degrees C. The samples were nascent reactor powders with densities from 902 to 967 kg m(-3) and weight average molecular weights from 98 to 253 kg mol(-1). The experimental data were compared with the literature and the entire data set was correlated using the PC-SAFT equation of state. To evaluate the solubilities, we used swelling corrections based on experimental data and considered temperature dependent crystal-linities. As a result, the ethylene solubilities decreased with increasing temperature and increasing PE crystallinity. Furthermore, we observed a temperature independent PC-SAFT binary interaction parameter k(PE,ethylene). These phenomena are expected from theory, but only rarely observed for complex samples such as semi-crystalline polymers. We also propose correlations for k(PE,ethylene), which enable to. predict ethylene solubilities in semi-crystalline PE from the crystallinity at the experimental temperature. (C) 2015 Elsevier Ltd. All rights reserved.