Beijing Information Science and Technology University · Source

AI research lead

Jing Guo

Faculty, School of Management Science and Engineering

Beijing Information Science and Technology University

Studies data-driven management decisions and domain-specific generative AI, with interests in urban material stocks, life cycle assessment and low-carbon transitions.

Received a BSc (2014) and a master’s degree in management (2017) from Beijing Normal University, and a PhD in engineering from Nagoya University (2020).

Joined the School of Management Science and Engineering at BISTU in September 2024, following research appointments at Nagoya University, the Institute of Urban Environment of the Chinese Academy of Sciences, and Tsinghua University’s School of Environment. Research spans building and infrastructure material stocks, environmental data analysis and AI-supported environmental decisions.

Generative AIData-driven management decisionsUrban material stocksLife cycle assessment

Official profile ↗

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 on the Publications page.

2023Article

Green Carbon

Recycling is not enough to make the world a greener place: Prospects for the circular economy

Jing Guo, Saleem Ali, Ming Xu

63 citations10.1016/j.greenca.2023.10.006

2024Article

Environmental Science & Technology

Mitigating Grand Challenges in Life Cycle Inventory Modeling through the Applications of Large Language Models

Qingshi Tu, Jing Guo, Nan Li, Jianchuan Qi, Ming Xu

43 citations10.1021/acs.est.4c07634

2025Article

Journal of Industrial Ecology

Shedding light on the shadows: Transparency challenge in background life cycle inventory data

Jing Guo, Ruiqiao Li, Ruirui Zhang, Jianchuan Qi, Nan Li et al.

29 citations10.1111/jiec.70010

2023Article

Resources Conservation and Recycling

Cement production life cycle inventory dataset for China

Siqi Yang, Li Zhang, Jing Guo, Jianchuan Qi, Nan Li et al.

12 citations10.1016/j.resconrec.2023.107064

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

2026Article

Environmental Impact Assessment Review

Life cycle environmental impact and disposal strategy selection of wind turbine blades based on uncertainty analysis

Ziqi Wang, Changqing Xu, Huimin Chang, Jing Guo, Cuiyang Feng et al.

5 citations10.1016/j.eiar.2025.108214

2025Article

Journal of Cleaner Production

Life cycle greenhouse gas emissions and mitigation opportunities of high-speed train in China

Zimeng Cai, Changqing Xu, Huimin Chang, Jing Guo, Chenling Fu et al.

4 citations10.1016/j.jclepro.2025.145422

2024Article

Resources, Conservation and Recycling

Transparent and open-source aluminum life cycle inventory dataset for China

Jinliang Xie, Yuzhen Feng, Huimin Chang, Changqing Xu, Ruoxi Xiong et al.

4 citations10.1016/j.resconrec.2024.107666

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

2024Article

Resources Conservation and Recycling

Incorporating generative AI agents into socio-economic metabolism modelling: The next frontier

Jianchuan Qi, Jing Guo, Peng Wang, Nan Li, Ming Xu

3 citations10.1016/j.resconrec.2024.107670

2025Article

Resources, Conservation and Recycling

Reclaimed water treatment life cycle inventory dataset for China

Zimeng Cai, Huimin Chang, Changqing Xu, Wei Lin, Jing Guo et al.

2 citations10.1016/j.resconrec.2024.107945

2026Article

Journal of Industrial Ecology

TianGong database—an open-source, ILCD entry-level life cycle unit process database of china

Ming Xu, Weiqiang Chen, Yutao Wang, Lei Shi, Zhi Cao et al.

1 citations10.1007/s44498-026-00136-7

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

2025Article

China Population, Resources and Environment

Comparative study of international standards for carbon emission accounting methods in building life cycles

Jing Guo, Yueyang Bai, Jianchuan Qi, Nan Li, Ming Xu

Citations unavailable10.12062/cpre.20241006

2024Article

Chinese Journal of Environmental Engineering

Accounting for carbon emissions from Chinese households and estimating their share using multiple data sources

Jinliang Xie, Jing Guo, Yuting Huang, Wei Liu, Ming Xu

Citations unavailable10.12030/j.cjee.202403142

2024Article

智慧电力

Prospects for Development of Low-carbon Electricity Markets Based on Large Language Models

Yi Cao, Li Zhang, Jing Guo, Nan Li, Jianchuan Qi et al.

Citations unavailableDOI to be added

2024Article

Remote Sensing

Adaptive Nighttime-Light-Based Building Stock Assessment Framework for Future Environmentally Sustainable Management

Zhiwei Liu, Jing Guo, Ruirui Zhang, Yuya Ota, Sota Nagata et al.

Citations unavailable10.3390/rs16132495

2024Article

Journal of Environmental Management

Dynamic analysis of carbon emissions from construction and demolition activities in Japan: Revealed by high-resolution 4D-GIS modeling

Yueyang Bai, Naho Yamashita, Jing Guo, Sota Nagata, Hiroaki Shirakawa et al.

Citations unavailable10.1016/j.jenvman.2024.121099

2023Article

Science of The Total Environment

Paving the way to the future: Mapping historical patterns and future trends of road material stock in Japan

Ruirui Zhang, Naho Yamashita, Zhiwei Liu, Jing Guo, Yuki Hiruta et al.

Citations unavailable10.1016/j.scitotenv.2023.166632

2023Article

Environmental Science & Technology

Does Deep Learning Enhance the Estimation for Spatially Explicit Built Environment Stocks through Nighttime Light Data Set? Evidence from Japanese Metropolitans

Zhiwei Liu, Ryusei Saito, Jing Guo, Chizuko Hirai, Chihiro Haga et al.

Citations unavailable10.1021/acs.est.2c08468

2023Article

Journal of Industrial Ecology

Uncovering urban transportation infrastructure expansion and sustainability challenge in Bangkok: Insights from a material stock perspective

Kronnaphat Khumvongsa, Jing Guo, Suthida Theepharaksapan, Hiroaki Shirakawa, Hiroki Tanikawa

Citations unavailable10.1111/jiec.13342

2023Article

Resources, Conservation and Recycling

Total CO2 emissions associated with buildings in 266 Chinese cities: characteristics and influencing factors

Yao Wang, Jing Guo, Qiang Yue, Wei-Qiang Chen, Tao Du et al.

Citations unavailable10.1016/j.resconrec.2022.106692

2023Article

Journal of Industrial Ecology

Spatial–temporal dynamics of the built environment toward sustainability: A material stock and flow analysis in Chinese new and old urban areas

Dong Yang, Mengyuan Dang, Jing Guo, Lingwen Sun, Ruirui Zhang et al.

Citations unavailable10.1111/jiec.13335

2022Article

Journal of Industrial Ecology

What matters most to the material intensity coefficient of buildings? Random forest‐based evidence from China

Ruirui Zhang, Jing Guo, Dong Yang, Hiroaki Shirakawa, Feng Shi et al.

Citations unavailable10.1111/jiec.13332

2022Article

Environmental Science & Technology

How Can Material Stock Studies Assist the Implementation of the Circular Economy in Cities?

Wendy Wuyts, Alessio Miatto, Kronnaphat Khumvongsa, Jing Guo, Pasi Aalto et al.

Citations unavailable10.1021/acs.est.2c05275

2021Article

Journal of Industrial Ecology

Urban development and sustainability challenges chronicled by a century of construction material flows and stocks in Tiexi, China

Jing Guo, Tomer Fishman, Yao Wang, Alessio Miatto, Wendy Wuyts et al.

Citations unavailable10.1111/jiec.13054

2021Article

土木学会論文集G（環境）

Empirical Research on Resource Productivity Decomposition Considering Material Stock: A Case Study of Japan’s Residential Buildings

Naho Yamashita, Jing Guo, Hiroaki Shirakawa, Hiroki Tanikawa

Citations unavailable10.2208/jscejer.77.6_ii_23

2020Article

Resources, Conservation and Recycling

Urban buildings material intensity in China from 1949 to 2015

Dong Yang, Jing Guo, Lingwen Sun, Feng Shi, Jingru Liu et al.

Citations unavailable10.1016/j.resconrec.2020.104824

2019Article

Resources, Conservation and Recycling

Spatially explicit material stock analysis of buildings in Eastern China metropoles

Jing Guo, Alessio Miatto, Feng Shi, Hiroki Tanikawa

Citations unavailable10.1016/j.resconrec.2019.03.031

2018Article

Journal of Advanced Transportation

Efficiency Assessment of Transit-Oriented Development by Data Envelopment Analysis: Case Study on the Den-en Toshi Line in Japan

Jing Guo, Fumihiko Nakamura, Qiang Li, Yuan Zhou

Citations unavailable10.1155/2018/6701484

2018Article

自然资源学报

Spatial Characteristics of Inefficient Farmland Conversion in China from 2000 to 2010

张冰琦, Jing Guo, 于溪, 李强, 陈晋

Citations unavailable10.31497/zrzyxb.20170940

2017Article

ISPRS International Journal of Geo-Information

Exploring Determinants of Housing Prices in Beijing: An Enhanced Hedonic Regression with Open Access POI Data

Yixiong Xiao, Xiang Chen, Qiang Li, Xi Yu, Jin Chen et al.

Citations unavailable10.3390/ijgi6110358

2014Article

城市发展研究

Land-use Characteristics around Typical Rail Transit Stations in Beijing

刘诗奇, Jing Guo, 李若溪, 李强

Citations unavailableDOI to be added

Jing Guo

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