Nicole Hayes

Computer ScienceBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 5 papers. Top paper: “Persistent Sheaf Laplacian Analysis of Protein Flexibility”.

Persistent Sheaf Laplacian Analysis of Protein Flexibility

The Journal of Physical Chemistry B(2025)10.1021/acs.jpcb.5c01287

N/A

0.165DataRank · unranked

2 citations

Xiaoqi Wei, Hongsong Feng, Ekaterina Merkurjev, Guo‐Wei Wei, Nicole Hayes

Integrating transformer and autoencoder techniques with spectral graph algorithms for the prediction of scarcely labeled molecular data

Computers in Biology and Medicine(2022)10.1016/j.compbiomed.2022.106479

N/A

0DataRank · unranked

12 citations

Ekaterina Merkurjev, Guo‐Wei Wei, Nicole Hayes

Graph-Based Bidirectional Transformer Decision Threshold Adjustment Algorithm for Class-Imbalanced Molecular Data

Journal of Computational Biophysics and Chemistry(2024)10.1142/s2737416524500479

N/A

0DataRank · unranked

5 citations

Ekaterina Merkurjev, Guo‐Wei Wei, Nicole Hayes

A review of machine learning methods for imbalanced data challenges in chemistry

Chemical Science(2025)10.1039/d5sc00270b

N/A

0DataRank · unranked

50 citations

Chunhuan Zhang, Ke Lü, Nicole Hayes, Yueying Zhu, Huahai Qiu +4 more

Artificial intelligence approaches for anti-addiction drug discovery

Digital Discovery(2025)10.1039/d5dd00032g

N/A

0DataRank · unranked

4 citations

Jian Jiang, Nicole Hayes, Zhe Su, Guo‐Wei Wei, Dong Chen