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We extend our implementation of the checkerboard algorithm for the two-dimensional Ising model [T. Preis et al., Journal of Chemical Physics 228 (2009) 4468 4477] in order to overcome the memory limitations of a single GPU which enables us to simulate significantly larger systems.
Compared with systems based on single dynamic reactions, such multidimensional arrays lead to significantly larger systems with higher diversity, potentially covering more chemical space.
However, a thorough evaluation of our method requires significantly larger systems for which the dynamics are known, so that disturbance experiments can be simulated, and the predictions of our method can be verified.
This study demonstrates how connected dynamic reactions give rise to significantly larger systems than the unconnected counterparts, and shows how reversible isomerizations can be utilized as an effective diversity-generating element.
Here we used Cd NMR spectroscopy during structure determination of Bud31p, a 157-residue yeast protein containing an unusual Zn3Cys9 cluster, demonstrating that recent hardware developments make this approach feasible for significantly larger systems.
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18 We show here its applicability to significantly larger molecular systems in the range of 100 carbon atoms in the graphene nanoflake.
In general, the overall loss of mmWave systems is significantly larger than that of microwave systems for a point-to-point link.
It even did three times better than an industrial-scale system that has a significantly larger printhead and motion system, and costs over $100,000.
Interestingly, because the violation of high-dimensional Bell inequalities can be much stronger than two-dimensional violations, the threshold of acceptable loss of randomness is significantly larger for high-dimensional systems.
"Our work demonstrates that adversarial examples are a significantly larger problem in real world systems than previously thought," the researchers wrote.
The measurable displacement range is determined by the oscillator frequency and can therefore be designed to be significantly larger than that of current systems.
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