Publications

The best is yet to come.

Preprints

2023

  1. MolSets.webp
    MolSets: Molecular graph deep sets learning for mixture property modeling
    Hengrui Zhang, Jie Chen, James M. Rondinelli, and Wei Chen
    arXiv preprint, 2023

Journal Papers

2024

  1. wjm-bo.webp
    Bayesian optimization of environmentally sustainable graphene inks produced by wet jet milling
    Lindsay E. Chaney, Anton van Beek, Julia R. Downing, Jinrui Zhang, Hengrui Zhang, Janan Hui, E. Alexander Sorensen, Maryam Khalaj, Jennifer B. Dunn, Wei Chen, and Mark C. Hersam
    Small, 2024

2023

  1. MOF-ML.webp
    Automated crystal system identification from electron diffraction patterns using multiview opinion fusion machine learning
    Jie Chen, Hengrui Zhang, Carolin B. Wahl, Wei Liu, Chad A. Mirkin, Vinayak P. Dravid, Daniel W. Apley, and Wei Chen
    Proceedings of the National Academy of Sciences, 2023
  2. ETAL-Frame.webp
    ET-AL: Entropy-targeted active learning for bias mitigation in materials data
    Hengrui Zhang, Wei Chen, James M. Rondinelli, and Wei Chen
    Applied Physics Reviews, 2023

2022

  1. UAML-BO.webp
    Uncertainty-aware mixed-variable machine learning for materials design
    Hengrui Zhang, Wei Chen, Akshay Iyer, Daniel W. Apley, and Wei Chen
    Scientific Reports, 2022
  2. CuCrCo.webp
    High-throughput investigation of structural evolution upon solid-state in Cu–Cr–Co combinatorial multilayer thin-film
    Jian Hui, Qingyun Hu, Hengrui Zhang, Jie Zhao, Yuxi Luo, Yang Ren, Zhan Zhang, and Hong Wang
    Materials & Design, 2022

2021

  1. AIinMSE.webp
    Demand-driven materials design
    Hengrui Zhang
    Journal of Shanghai Jiao Tong University, 2021

2020

  1. AgCu.webp
    Investigation of synchrotron X-ray induced oxidation of Ag–Cu thin-film
    Jian Hui, Hengrui Zhang, Qingyun Hu, Zhan Zhang, Yang Ren, Lanting Zhang, and Hong Wang
    Materials Letters, 2020

2019

  1. NiTiCu.webp
    High-throughput investigation of crystal-to-glass transformation of Ti–Ni–Cu ternary alloy
    Jian Hui, Haiqian Ma, Zheyu Wu, Zhan Zhang, Yang Ren, Hengrui Zhang, Lanting Zhang, and Hong Wang
    Scientific Reports, 2019