Concepedia

Zhonglin Cao

ZC

25

Publications

2.1K

Citations

19

H-Index

2005

Active since

Affiliations

Carnegie Mellon University(Current)

Shenzhen University

Nanyang Technological University

South China University of Technology

Northwestern Polytechnical University

Zhonglin Cao is an author at Carnegie Mellon University specializing in engineering, chemistry, and machine learning.

Top concepts

EngineeringChemistryMachine LearningDeep LearningNanomaterialsNanotechnologyGrapheneBiophysicsData ScienceDrug Discovery

Publications per year

2005–2024

25

Publications

25

Molecular contrastive learning of representations via graph neural networks

Yuyang Wang, Jianren Wang, Zhonglin Cao et al. · Nature Machine Intelligence · 2022 · 723 citations · Full text

Graph Neural Networks, Systems Biology, Molecular Property +2

Water Desalination with Two-Dimensional Metal–Organic Framework Membranes

Zhonglin Cao, Vincent Liu, Amir Barati Farimani · Nano Letters · 2019 · 176 citations

MOFormer: Self-Supervised Transformer Model for Metal–Organic Framework Property Prediction

Zhonglin Cao, Rishikesh Magar, Yuyang Wang et al. · Journal of the American Chemical Society · 2023 · 139 citations · Full text

Materials Science, Structured Prediction, Geometric Learning +15

Why is Single-Layer MoS<sub>2</sub> a More Energy Efficient Membrane for Water Desalination?

Zhonglin Cao, Vincent Liu, Amir Barati Farimani · ACS Energy Letters · 2020 · 121 citations

Nanosheet, Engineering, Nanoporous Material +22

Simultaneous Electrochemical Exfoliation and Covalent Functionalization of MoS<sub>2</sub> Membrane for Ion Sieving

Liang Mei, Zhonglin Cao, Ting Ying et al. · Advanced Materials · 2022 · 96 citations

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