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Stefanos Papanikolaou

2 papers hereh-index 681 citations13 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.mtrl-sci1
  • cs.LG1
same name
  • Stefanos Papanikolaou — 3 papers, h 2
  • Stefanos Papanikolaou — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedHydrogen Diffusion in Magnesium Using Machine Learning Potentials: a comparative study

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

collaborators

2 papers

cond-mat.mtrl-sci2024★ 25 cited

Hydrogen Diffusion in Magnesium Using Machine Learning Potentials: a comparative study

Andrea Angeletti, Luca Leoni, Dario Massa +3

Understanding and accurately predicting hydrogen diffusion in materials is challenging due to the complex interactions between hydrogen defects and the crystal lattice. These inter…

cs.LG2024

In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs

Grzegorz Kaszuba, Amirhossein D. Naghdi, Dario Massa +3

Large language models manifest the ability of few-shot adaptation to a sequence of provided examples. This behavior, known as in-context learning, allows for performing nontrivial…

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