The method reduced two global synchronization points to one by reconstructing BiCR method and all inner products per iteration were independent and communication time required for inner product can be overlapped efficiently with computation time of vector updates.
In addition to automation, the developed sequential injection analysis method greatly improves the standard off-line oxalate complexation and alkalimetric titration method by reducing thousand fold the required sample volume, forty times the nuclear waste per analysis as well as the analysis time by eight fold.
Our method reduces the interactions between several hundred miRNAs and several thousand mRNAs to a few miRNA-mRNA groups, thereby facilitating a more meaningful biological analysis and a more targeted experimental validation.
The method reduces the problem to solving from two to four real-valued generalized linear fractional programs, which can be computed in polynomial time using an appropriate interior point method solver.
MDR method reduces multi-locus genotypes into two disease risk groups: high-risk and low-risk groups.
The proposed method reduces the high dimensionality down to eight degrees of freedom (DOF), optimizes the dynamic number of particles for each frame, and achieves realtime hand tracking and high accuracy of 3D full DOF hand gestures.
Briefly, this method reduces dimensionality of multifactor information to one dimension, i.e. high risk or low risk.
We did not include the low confident DDIs that were only predicted by one computational method, reducing the number of DDIs to 6689.
We can integrate the dynamics either using the full system of ODE's (Method A, A1-A6) or by using the reduced three dimensional systems (Method B, equations 6, B-6, B12), or the approximate one dimensional system (equation 6).
The combination of these two methods reduces computational time and improves model fit [ 65].
