Explanipedia

Integrative Sustainable Development Goal policy portfolios to accelerate global progress towards a more sustainable future: a modelling study Open

Jing Yang, Lei Gao, Zhaoxia Guo, Yucheng Dong, Enayat A. Moallemi , et al. · 2025

National Natural Science Foundation of China, China Postdoctoral Science Foundation, and China Scholarship Council.

Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGs Open

Bowen Fan, Zhaoxia Guo, Xunkai Li, Yihan Zhou, Bing Zhou , et al. · 2025

Graph Neural Networks (GNNs) have become a pivotal framework for modeling graph-structured data, enabling a wide range of applications from social network analysis to molecular chemistry. By integrating large language models (LLMs), text-a…

Hourly production operation simulation of an integrated energy system considering multi-energy complementarity Open

Zhaoxia Guo, Shiyu Liu, Jianye Rao, Yuzhen Xu · 2025

To achieve “dual-carbon” target, the new energy sources, such as wind power and photovoltaic, have been widely used in China’s power grid, but their intermittent and fluctuating output characteristics have increased the risk the unsafe ope…

OpenGU: A Comprehensive Benchmark for Graph Unlearning Open

Bowen Fan, Yuming Ai, Xunkai Li, Zhaoxia Guo, Rong-Hua Li , et al. · 2025

Graph Machine Learning is essential for understanding and analyzing relational data. However, privacy-sensitive applications demand the ability to efficiently remove sensitive information from trained graph neural networks (GNNs), avoiding…

Hybrid Meta-Heuristic-Based Optimization Model for Sustainable Urban Delivery with Occasional Drivers Open

Ruisheng Zhang, Wei Qu, Guido Perboli, Zhaoxia Guo, Kang Li · 2025

Exploring Key Factors Influencing Sports Enthusiasts' Purchase of Sponsored Brands Open

Zhaoxia Guo, Jinhui Guo, Shih‐Chih Chen · 2024

This research examines the purchasing intentions of soccer enthusiasts in China regarding products from sports sponsorship brands, extending the theory of planned behavior. The main goal is to evaluate how attitudes, subjective norms, bran…

A cost-effective climate mitigation pathway for China with co-benefits for sustainability Open

Meiqian Chen, Lei Gao, Zhaoxia Guo, Yucheng Dong, Enayat A. Moallemi , et al. · 2024

Safeguarding China’s long-term sustainability against systemic disruptors Open

Ke Li, Lei Gao, Zhaoxia Guo, Yucheng Dong, Enayat A. Moallemi , et al. · 2024

China’s long-term sustainability faces socioeconomic and environmental uncertainties. We identify five key systemic risk drivers, called disruptors , which could push China into a polycrisis: pandemic disease, ageing and shrinking populati…

From Clothing to Laundry Water: Human Exposure and Chemical Footprint Of Alkylphenol Ethoxylates Open

Zhaoxia Guo, Yeju Cheng, Yue Sun, Feng Li, Qizheng Li , et al. · 2024

A Deep Reinforcement Learning Approach for Solving Emergency Medical Supplies Dispatching Problem Open

Wei Qu, Wei‐Min Dai, Tang Chu, Zhaoxia Guo, Feng Guo , et al. · 2024

Assessing environmental impacts of response strategies for sustainable food system transformation Open

Jing Yang, Lei Gao, Qi Liu, Zhaoxia Guo · 2023

The global food system is recognized as the largest source of pressure on the Earth's stability, and there is a pressing need for a swift global transformation toward a sustainable food system, which is also crucial for achieving the Susta…

A top-down deep learning model for predicting spatiotemporal dynamics of groundwater recharge Open

Xin Huang, Lei Gao, Nan Zhang, Russell S. Crosbie, Long Ye , et al. · 2023

This paper proposes s-LSTM, a top-down deep learning model, for efficiently modelling and predicting the spatiotemporal dynamics of groundwater recharge. The model's effectiveness was evaluated and compared with three bottom-up machine lea…

Robust sensitivity analysis to uncertainties in environmental and socio-economic scenarios: A perspective from a global socio-ecological system model Open

Qi Liu, Jing Yang, Lei Gao, Yucheng Dong, Zhaoxia Guo , et al. · 2023

Robust strategies to end global poverty and reduce environmental pressures Open

Qi Liu, Lei Gao, Zhaoxia Guo, Yucheng Dong, Enayat A. Moallemi , et al. · 2023

A Top-Down Deep Learning Model for Predicting Spatiotemporal Dynamics of Groundwater Recharge Open

Lei Gao, Xin Huang, Nan Zhang, Russell S. Crosbie, Long Ye , et al. · 2023

A review of model-based scenario analysis of poverty for informing sustainability Open

Qi Liu, Zhaoxia Guo, Lei Gao, Yucheng Dong, Enayat A. Moallemi , et al. · 2022

Development of a performance measurement system for general practitioners’ office in China’s primary healthcare Open

Wenjie Ruan, Changming Liu, Xiaoyang Liao, Zhaoxia Guo, Yalin Zhang , et al. · 2022

Background General practitioners are the main providers of primary care services. To better strengthen the important role of general practitioners in primary healthcare services, China is promoting the general practitioners’ office system.…

Early systems change necessary for catalyzing long-term sustainability in a post-2030 agenda Open

Enayat A. Moallemi, Sibel Eker, Lei Gao, Michalis Hadjikakou, Qi Liu , et al. · 2022

\n Contains fulltext :\n 251985.pdf (Publisher’s version ) (Open Access)\n

Exploring the Ranking, Classifications and Evolution Mechanisms of Research Fronts: A Method Based on Multiattribute Decision Making and Clustering Open

Kai Xiong, Yucheng Dong, Zhaoxia Guo, Francisco Chiclana, Enrique Herrera‐Viedma · 2022

This study aims to present a multiattribute decision-making (MADM) and clustering method to explore the ranking, classifications and evolution mechanisms of the research fronts in the Web of Science Essential Science Indicators (ESI) datab…

Development of a Performance Measurement System for General Practitioners’ Office in China’s Primary Healthcare Open

Yi Lei, Wenjie Ruan, Changming Liu, Xiaoyang Liao, Zhaoxia Guo , et al. · 2022

Background General practitioners are the main providers of primary care services. To better strengthen the important role of general practitioners in primary healthcare services, China is promoting the general practitioners’ office system.…

A review of model-based scenario analysis of poverty for informing sustainability Open

Qi Liu, Zhaoxia Guo, Lei Gao, Yucheng Dong, Enayat A. Moallemi , et al. · 2021

Ending poverty in all its forms everywhere is the first goal being targeted by the United Nations 2030 Agenda for Sustainable Development. Poverty eradication is a long-term process that faces the challenges of many uncertainties and compl…

Unraveling Risk Networks of Cultivated Land Protection: An Exploratory Stakeholder-Oriented Case Study in Xiliuhe Town, Hubei Province, China Open

Zhaoxia Guo, Qinqin Guo, Yujie Cai, Ge Wang · 2021

The protection of cultivated land plays an important role in ensuring food security, maintaining social stability, and promoting economic development. The protection of cultivated land involves a range of stakeholders (e.g., governments at…

Exploring the Influence Mechanism of Farmers’ Organic Fertilizer Application Behaviors Based on the Normative Activation Theory Open

Jinhua Xie, Yang Gang-qiao, Zhaoxia Guo, Ge Wang · 2021

This paper establishes an analysis framework to investigate the effect of the awareness of consequences and the ascription of responsibility on farmers’ organic fertilizer application behaviors (OFABs). Using questionnaire survey data from…

Citations optimal growth path: A tool to analyze sensitivity to citations of h-like indexes Open

Meiqian Chen, Zhaoxia Guo, Yucheng Dong, Francisco Chiclana, Enrique Herrera‐Viedma · 2021

The h-index is a citation-based metric with extensive applications, and several variants have been developed to complement it. This study formulates the optimal growth path (OGP) models of selected h-like indexes, that is, the h-index, g-i…

Using context-dependent DEA to analyze the efficiency of highly funded scientists in China Open

Keyu Xiang, Haiming Liang, Zhaoxia Guo, Yucheng Dong · 2021

Funding inputs and research outputs have always been two central issues in the science of science. In recent decades, research funding plays an increasingly important role in scientific research. Thus, it is progressively significant for m…

Validation experiment for using random values Open

Zhaoxia Guo · 2021

This file aims to validate if the assumption of using random values to replace the values of irrelevant elements is feasible. The sheet 'Results of Relative Errors' presents te results of relative errors caused by different sets of random …

Pathway simulation runs for manuscript "To and beyond the 2030 Agenda: systems change for accelerating sustainability progress" Open

Enayat A. Moallemi, Sibel Eker, Lei Gao, Michalis Hadjikakou, Jan Kwakkel , et al. · 2020

Files contains the simulation runs generated by the source code from 'https://github.com/enayatmoallemi/Moallemi_et_al_SDG_SSP_Assessment'. Files 'SDG_experiments_sc250.tar.gz' to 'SDG_experiments_sc5000.tar.gz include sensitivity analysis…

Pathway simulation runs for manuscript "To and beyond the 2030 Agenda: systems change for accelerating sustainability progress" Open

Enayat A. Moallemi, Sibel Eker, Lei Gao, Michalis Hadjikakou, Jan Kwakkel , et al. · 2020

Files contains the simulation runs generated by the source code from 'https://github.com/enayatmoallemi/Moallemi_et_al_SDG_SSP_Assessment'. Files 'SDG_experiments_sc250.tar.gz' to 'SDG_experiments_sc5000.tar.gz include sensitivity analysis…

Multi dimensional evaluation and analysis of street quality in rail transit station area based on multi-source big data: Open

Ang Hu, Zhaoxia Guo, Shaofei Niu, Xiang Li · 2020

To scientifically measure and accurately evaluate the spatial quality within the station area and realize effective optimization, seventy-three subway stations in Chengdu City were selected to support multi-source big data such as street n…

Multi-objective flexible job shop scheduling problem with triple bottom line theory-based sustainable objectives Open

Ya Cao, Zhenzhong Zhang, Zhaoxia Guo · 2020

The triple bottom line theory (TBL) is widely used in the field of sustainable development research. Based on the triple bottom line theory, this paper investigates a multi-objective flexible job shop scheduling problem with the considerat…

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