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Giulia Giunta

2 papers hereh-index 681 citations8 works total

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

author position
  • middle author2

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

fields
  • cond-mat.soft2

identity via Semantic Scholar / OpenAlex

most citedMachine-learning effective many-body potentials for anisotropic particles using orientation-dependent symmetry functions

27 citations · 27 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.soft2024

Ion Selectivity in Uncharged Tapered Nanoslits through Heterogeneous Water Polarization

Tim Veenstra, Gerardo Campos-Villalobos, Giuliana Giunta +2

We employ molecular dynamics simulations to investigate ion and water transport driven by an electric field through quasi-two-dimensional nanoslits with a tapered geometry. Despite…

cond-mat.soft2022★ 27 cited

Machine-learning effective many-body potentials for anisotropic particles using orientation-dependent symmetry functions

Gerardo Campos-Villalobos, Giuliana Giunta, Susana Marín-Aguilar +1

Spherically-symmetric atom-centered descriptors of atomic environments have been widely used for constructing potential or free energy surfaces of atomistic and colloidal systems a…

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