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Hengrui Zhang

Northwestern University

6 papers hereh-index 8180 citations19 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cond-mat.mtrl-sci2
  • stat.ML1
affiliations
  • Northwestern University
Homepage
same name
  • Hengrui Zhang — 14 papers, h 6
  • Hengrui Zhang — 12 papers, h 7
  • Hengrui Zhang — 11 papers, h 21
  • Hengrui Zhang — 5 papers, h 9
  • Hengrui Zhang — 2 papers, h 2
  • Hengrui Zhang — 1 paper, h 2

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

activity
20222024
most citedUncertainty-Aware Mixed-Variable Machine Learning for Materials Design

35 citations · 99 across the 6 of their papers we have counts for

collaborators
Showing cond-mat.mtrl-sciShow all

2 papers · 1 filter

cond-mat.mtrl-sci2024★ 4 cited

Emerging Microelectronic Materials by Design: Navigating Combinatorial Design Space with Scarce and Dispersed Data

Hengrui Zhang, Alexandru B. Georgescu, Suraj Yerramilli +5

The increasing demands of sustainable energy, electronics, and biomedical applications call for next-generation functional materials with unprecedented properties. Of particular in…

cond-mat.mtrl-sci2022★ 35 cited

ET-AL: Entropy-Targeted Active Learning for Bias Mitigation in Materials Data

Hengrui Zhang, Wei Wayne Chen, James M. Rondinelli +1

Growing materials data and data-driven informatics drastically promote the discovery and design of materials. While there are significant advancements in data-driven models, the qu…

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