Detailed benchmarks are obtained on the Cray petascale supercomputer Blue Waters at the University of Illinois, Urbana Champaign.
Uncertainties on neutron and gamma leakage fluxes for 13 shielding benchmarks are obtained, in the mass range from natMg to natW.
In the process, optimum annual energy production, as a benchmark, was obtained and used for comparison by taking into account both rotor hydrodynamic power production performance characteristics and annual tidal inflow speed probability distribution.
The benchmark was obtained by selecting multiple high quality crystallographic structures for 36 pharmaceutically relevant targets from the Directory of Useful Decoys (DUD) [34], [35].
Daily zero coupon benchmark yields were obtained from Bloomberg for the four countries.
The structures of the benchmark networks were obtained by extracting modules from real biological networks [20].
By combining the results of prediction from sequence alignment method and sequence based method, the overall success rates for the benchmark data set were obtained, as shown in Table 2. Evaluated by jackknife test, the Sn, Sp, AC, and MCC were 80.23%, 94.59%, 93.31%, and 0.7312, respectively, indicating a good prediction from the integration of the two methods.
Datasets for the benchmarking tests of AuPosSOM were obtained from the DUD 2.0 database (DUD – A Directory of Useful Decoys; Shoichet Laboratory, University of California, San Francisco, CA, USA).
In case of the benchmark problems, the best solutions were obtained for Binomial and Weibull distribution.
The developed approaches were tested and promising results were obtained on benchmark instances based on the literature, involving between 10 and 50 distribution centers and between 10 and 100 customers.
