125 citations · 1.4k across the 58 of their papers we have counts for
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Estimating predictability of depinning dynamics by machine learning
Valtteri Haavisto, Marcin Mińkowski, Lasse Laurson
Predicting the future behaviour of complex systems exhibiting critical-like dynamics is often considered to be an intrinsically hard task. Here, we study the predictability of the…
Barkhausen noise in disordered strip-like ferromagnets: experiment vs. simulations
Djordje Spasojevic, Milos Marinkovic, Dragutin Jovkovic +3
In this paper, we compare the results obtained from the low-frequency Barkhausen noise recordings performed on a VITROPERM 800 metallic glass sample with the results from the numer…
Predicting elastic and plastic properties of small iron polycrystals by machine learning
Marcin Mińkowski, Lasse Laurson
Deformation of crystalline materials is an interesting example of complex system behaviour. Small samples typically exhibit a stochastic-like, irregular response to externally appl…