Automated Grouping of Nanomaterials and Read-Across Prediction of Their Adverse Effects Based on Mathematical Optimization
Sign Up to like & getrecommendations! Published in 2021 at "Journal of chemical information and modeling"
DOI: 10.1021/acs.jcim.1c00199
Abstract: In this study, a computational workflow is presented for grouping engineered nanomaterials (ENMs) and for predicting their toxicity-related end points. A mixed integer-linear optimization program (MILP) problem is formulated, which automatically filters out the noisy… read more here.
Keywords: nanomaterials read; across prediction; optimization; read across ... See more keywords
Hazard grouping of nanomaterials for daphnia and algae toxicity: lessons learned from scientific projects for regulatory applicability
Sign Up to like & getrecommendations! Published in 2019 at "Environmental Sciences Europe"
DOI: 10.1186/s12302-019-0226-9
Abstract: Given the numerous manufactured nanomaterials already on the market and expected in future, the effort for the individual investigation of hazard and risk would be enormous. To overcome this challenge, grouping of nanomaterials has been… read more here.
Keywords: daphnia algae; nanomaterials daphnia; scientific projects; grouping nanomaterials ... See more keywords