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Autor:
Artime, Oriol, De Domenico, Manlio
Publikováno v:
Nature Communications, Vol 12, Iss 1, Pp 1-12 (2021)
Nature Communications
Nature Communications
Percolation is an emblematic model to assess the robustness of interconnected systems when some of their components are corrupted. It is usually investigated in simple scenarios, such as the removal of the system's units in random order, or sequentia
Autor:
Christopher J. Marvel, Ankit Roy, Martin P. Harmer, Helen M. Chan, Joshua A. Smeltzer, Ganesh Balasubramanian, Jeffrey M. Rickman
Publikováno v:
Nature Communications, Vol 10, Iss 1, Pp 1-10 (2019)
Nature Communications
Nature Communications
The field of multi-principal element or (single-phase) high-entropy (HE) alloys has recently seen exponential growth as these systems represent a paradigm shift in alloy development, in some cases exhibiting unexpected structures and superior mechani
Publikováno v:
Nature Communications
Nature Communications, Vol 12, Iss 1, Pp 1-12 (2021)
Nature Communications, Vol 12, Iss 1, Pp 1-12 (2021)
Generalization beyond a training dataset is a main goal of machine learning, but theoretical understanding of generalization remains an open problem for many models. The need for a new theory is exacerbated by recent observations in deep neural netwo
Autor:
Jing-Fei Huang, Xiaobing He, Gui-Jing Xiong, Lingjiang Li, Ning-Ning Song, Heng Zhou, Gal Richter-Levin, Qi-Xin Zhou, Liang Jing, Xun Tang, Lin Xu, Fuqiang Xu, Rong-Rong Mao, Yu-Qiang Ding, De-Lin Pu
Publikováno v:
Nature Communications, Vol 8, Iss 1, Pp 1-10 (2017)
Nature Communications
Nature Communications
Encoding specificity theory predicts most effective recall by the original conditions at encoding, while generalization endows recall flexibly under circumstances which deviate from the originals. The CA1 regions have been implicated in memory and ge
Publikováno v:
Nature Communications
Systems driven out of equilibrium experience large fluctuations of the dissipated work. The same is true for wavefunction amplitudes in disordered systems close to the Anderson localization transition. In both cases, the probability distribution func