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Our implementations have been thoroughly tested and benchmarked.
The proposed framework has been tested and benchmarked while showing promising results.
The developed formulation is numerically tested and benchmarked, being validated by using published experimental results obtained from sandwich specimens.
Both OpenMP and CUDA implementations have been tested and benchmarked on several examples of 3D geological folding.
Several ANN algorithms have been tested and benchmarked leading to the selection, with further tuning, of the best performing ANN algorithm, namely Levenberg Marquardt algorithm.
This SCS is then tested and benchmarked against two conventional control strategies in a high-fidelity vehicle model, representing a series HEV.
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For the set-up of the QM/MM system we used well-tested and benchmarked methods as reported before.[ 19] Starting from the 3I2O PDB file,[ 14] hydrogen atoms were added to the structure using the PDB2PQR program package[ 40] and the active site was manually modified from the iron II)—water αKG complex into an iron(IV oxo succinate (Succ) active site.
The proposed method was verified with a set of testing images and benchmarked with the GA-based (genetic algorithm) method [Chen, M. C. (2000).
The proposed ESN-based ADP controller's performance is tested and evaluated on Benchmark Simulation Model no. 1 (BSM1)—a general WWTP benchmark.
The new method was extensively tested and compared with two benchmark methods on two wide-baseline datasets.
The idea of decentralization of control has been numerically tested and compared to the benchmark sample centralized LQG design.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com