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Provided by the team

Postdoctoral researcher

Chuke Chen

Postdoctoral researcher

Environmental Data Science and Systems Engineering Research Team, Tsinghua University

Studies material flows, carbon footprints and environmental AI, using statistics, machine learning and large language models to assess materials and battery technologies.

Works on rare-earth material flows, material metabolism and battery-manufacturing carbon footprints, applying statistics, machine learning and LLMs to environmental data problems.

Artificial intelligence

Official profile / institutional record ↗GitHub ↗

A growing selection of verified member publications, including work before joining this team. This is not an exhaustive or exclusively team-owned bibliography. Preprints are listed separately and excluded from published counts.

2022Article

Resources, Conservation and Recycling

Advancing UN Comtrade for Physical Trade Flow Analysis: Review of Data Quality Issues and Solutions

Chuke Chen, Zhihan Jiang, Nan Li, Heming Wang, Peng Wang et al.

49 citations10.1016/j.resconrec.2022.106526

2022Article

Journal of Cleaner Production

Health risks of industrial wastewater heavy metals based on improved grey water footprint model

Yuanyi Huang, Ruru Han, Jianchuan Qi, Huabo Duan, Chuke Chen et al.

28 citations10.1016/j.jclepro.2022.134472

2022Article

Resources, Conservation and Recycling

Advancing UN Comtrade for Physical Trade Flow Analysis: Addressing the Issue of Outliers

Zhihan Jiang, Chuke Chen, Nan Li, Heming Wang, Peng Wang et al.

25 citations10.1016/j.resconrec.2022.106524

2022Article

Scientific Reports

Improving urban flood resilience via GDELT GKG analyses in China's Sponge Cities

Xiaohui Lu, Faith Ka Shun Chan, Nan Li, Chuke Chen, Wei-Qiang Chen et al.

22 citations10.1038/s41598-022-24370-8

2022Article

Resources, Conservation and Recycling

Advancing UN Comtrade for physical trade flow analysis: Addressing the issue of missing values

Zhihe Zhang, Zhihan Jiang, Chuke Chen, Xu Zhang, Heming Wang et al.

16 citations10.1016/j.resconrec.2022.106525

2026Article

Environmental Science & Technology

Leveraging LLMs for Environmental Complexity: Structured Fine-Tuning Data Sets and Deployment Strategies

Chuke Chen, Nan Li, Jianchuan Qi, H. Chang, Wenjie Shi et al.

11 citations10.1021/acs.est.5c09526

2023Article

Environmental Science & Technology

Material Flow Analysis of Dysprosium in the United States

Chuke Chen, Nan Li, Jianchuan Qi, Jianlimin Wei, Wei-Qiang Chen

11 citations10.1021/acs.est.3c07496

2021Article

Chinese Science Bulletin

Resource nexus for sustainable development: Status quo and prospect

Chao Zhang, Beibei Liu, Nan Li, Peng Wang, Chuke Chen et al.

11 citations10.1360/tb-2020-1193

2022Article

Scientific Data

China economy-wide material flow account database from 1990 to 2020

Chuke Chen, Jianchuan Qi, Nan Li, Tiantian Ji, Heming Wang et al.

4 citations10.1038/s41597-022-01611-z

2027Article

Environmental Impact Assessment Review

Quantifying energy–cost–carbon tradeoffs in China's onshore wind expansion: A life cycle-based turbine design optimization

Simeng Chen, Changqing Xu, Huimin Chang, Jianchuan Qi, Jing Guo et al.

0 citations10.1016/j.eiar.2026.108724

2026Article

能源环境保护 / Energy Environmental Protection

Evolution and Driving Mechanisms of Industrial Solid Waste in China: A Data-Driven Analysis

Jiayi Yuan, Chuke Chen, Yuehan Wu, Sichen Chen, Huimin Chang et al.

0 citations10.20078/j.eep.20260301

2026Article

生态学报 / Acta Ecologica Sinica (Chinese edition)

Coupling mechanisms between climate adaptation and intelligent operation of high-organic-load municipal wastewater treatment plants

Lujing Zhang, Hongtao Pang, Yuehan Wu, Zimeng Cai, Chuke Chen et al.

Citations unavailable10.20103/j.stxb.202511263177

2025Preprint

arXiv

Spec-Driven AI for Science: The ARIA Framework for Automated and Reproducible Data Analysis

Chuke Chen, Biao Luo, Nan Li, Boxiang Wang, Hang Yang et al.

Citations unavailable10.48550/arxiv.2510.11143