We present a novel probabilistic mean quantitative structure–property relationship (M-QSPR) method for the prediction of jet fuel properties considering two-dimensional gas chromatography measurements. Fuels are represented as one pseudo-structure that is inferred by weighted average over structures 1866 molecules could be in individual fuel. The allows training models on both data pure compone...

Nanoparticles have been the subject of intense research over the last two decades. A large variety of shapes (from “spheres” to complex anisotropic particles), sizes (from a few to > 100 nm), and materials (metals, semiconductors) can now be synthesized, thus broadening the range of the physical properties accessible, which can significantly differ from their bulk counterparts. 3 In particular,...