Metals owe their properties to how local defects emerge & amplify in collective dislocations under stress.🛠️
👉We show how tracking local atomic fluctuations & their space&⏱️correlations allows tracking metals' behavior through the elastic&plastic phases🚀
pubs.aip.org/aip/jcp/article…
Finally out in @PNASNews “Onion 🧅 Clustering” 🚀: an efficient & essentially parameter-free unsupervised clustering method that can classify statistically relevant fluctuations & microscopic dynamical domains in noisy timeseries data of any kind!!🤩🥳
pnas.org/doi/10.1073/pnas.24…
Tracking statistically-relevant fluctuations in noisy time-series data is key in many fields, from #MachineLearning, to the study of signals & complex systems!
Use Onion #Clustering🧅: easy, unsupervised, physically-interpretable, statistically-robust!🚀🤯
arxiv.org/abs/2402.07786