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researcher

Giovanni M. Pavan

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cond-mat.soft1
  • physics.chem-ph1
ORCID 0000-0002-3473-8471

identity via Semantic Scholar / OpenAlex

most citedTimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time-variations of SOAP spectra

25 citations · 25 across the 2 of their papers we have counts for

collaborators

2 papers

physics.chem-ph2023★ 25 cited

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…

cond-mat.soft2021

Classifying soft self-assembled materials via unsupervised machine learning of defects

Andrea Gardin, Claudio Perego, Giovanni Doni +1

Unlike molecular crystals, soft self-assembled fibres, micelles, vesicles, etc., exhibit a certain order in the arrangement of their constitutive monomers, but also high structural…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.