28 citations · 53 across the 3 of their papers we have counts for
3 papers
Classification and Spatiotemporal Correlation of Dominant Fluctuations in Complex Dynamical Systems
Cristina Caruso, Martina Crippa, Annalisa Cardellini +4
The behavior of many complex systems, from nanostructured materials to animal colonies, is governed by local transitions that, while involving a restricted number of interacting un…
TimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time-variations of SOAP spectra
Cristina Caruso, Annalisa Cardellini, Martina Crippa +2
Many molecular systems and physical phenomena are controlled by local fluctuations and microscopic dynamical rearrangements of the constitutive interacting units that are often dif…
Detecting dynamic domains and local fluctuations in complex molecular systems via timelapse neighbors shuffling
Martina Crippa, Annalisa Cardellini, Cristina Caruso +1
Many complex molecular systems owe their properties to local dynamic rearrangements or fluctuations that, despite the rise of machine learning (ML) and sophisticated structural des…