45 citations · 112 across the 9 of their papers we have counts for
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physics.data-an2021★ 10 cited
Stochastic approach for assessing the predictability of chaotic time series using reservoir computing
Igor A Khovanov
The applicability of machine learning for predicting chaotic dynamics relies heavily upon the data used in the training stage. Chaotic time series obtained by numerically solving o…
cond-mat.stat-mech2021★ 14 cited
The response of a bistable energy harvester to different excitations: the harvesting efficiency and links with stochastic and vibrational resonances
Igor A Khovanov
Energy harvesting of ambient vibrations using a combination of a mechanical structure (oscillator) and an electrical transducer has become a valuable technique for powering small w…