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researcher

Jianan Nie

2 papers hereh-index 13 citations3 works total

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

author position
  • first author2

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

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedReciNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2026★ 1 cited

ReciNet: Reciprocal Space-Aware Long-Range Modeling for Crystalline Property Prediction

Jianan Nie, Peiyao Xiao, Kaiyi Ji +1

Predicting properties of crystals from their structures is a fundamental yet challenging task in materials science. Unlike molecules, crystal structures exhibit infinite periodic a…

cs.LG2026

FlowMS: Flow Matching for De Novo Structure Elucidation from Mass Spectra

Jianan Nie, Peng Gao

Mass spectrometry (MS) stands as a cornerstone analytical technique for molecular identification, yet de novo structure elucidation from spectra remains challenging due to the comb…

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