The study was carried out at both binder and mixture level, and the results showed that the effect induced by the presence of polymers is closely linked to the temperature at which they are tested.
In the above approaches, the stream relevance weighting was introduced within the pdf characterizing the continuous HMM at the mixture level and at the state level.
In this approach, the stream relevance weight were introduced at the mixture level, and the Baum-Welch (BW) learning algorithm was generalized to derive the necessary conditions to learn all parameters simultaneously.
Hence, the proposed method allows for the therapeutic drug monitoring for MEB and SUL mixture level in plasma.
From Supplementary Figure S2, it can be seen that co-expression interactions are best predicted by low-scale STMs and depend only weakly on the mixture level of the PP/PD networks.
The first one is a mixture level streaming pdf that integrates local stream relevance weights that depend on the states and their mixture components.
Moreover, the MSCHMM with mixture level streaming outperforms the other structures.
The mixture level weighting is based on factorizing each mixture into a product of weighted streams [16].
Heavy Fuel Oil or Residual Fuel Oil (HFO/RFO) mixture (level 6) is the most common fuel in the industry today (77 % of the total annual FC).
The significant terms in this model are capable of describing how the process response surfaces change as mixture level conditions are varied.
