Explanipedia

DKformer: A Novel Transformer‐Based Model for Interval‐Valued Crude Oil Price Forecasting Open

Yuying Sun, Shouyang Wang · 2025

Most deep learning techniques are designed for point‐valued data, while interval‐valued data contain richer information over the same time period, especially during extreme events. To leverage this, we propose DKformer, a novel transformer…

A multi-regional input-output database linking Chinese subnational regions and global economies Open

Xiaoqing Hou, Jiali Zheng, Minna He, Gengzhong Feng, Kehan He , et al. · 2025

Recent efforts of nation states to enhance resilience and restructure global industry, supply chains, and value chains have intensified the dual economic structure that shapes flows at both domestic and international levels. Multi-regional…

Research on the requirement characteristics and differentiated service design of home-based elderly care service in China using the candy model Open

Dianfeng Zhang, Xu Tian, Yanlai Li, Shouyang Wang, Xiaoyu Dong , et al. · 2025

Optimal Value-Added Service Outsourcing Strategies and Bilateral Pricing Decisions of Two-Sided Platforms with Symmetric Cross-Network Externalities Open

Huabao Zeng, Tong Shu, Yue Yu, Jinhong Li, Shouyang Wang · 2025

Value-added services (VASs) are widely used to incentivize user adoption in the platform economy. While considering the symmetry of cross-network externalities of a platform, i.e., suppliers and manufacturers exert balanced and mutually re…

Harnessing AI for renewable energy transition: Threshold effects on China’s economic growth Open

Dong‐Ping Song, Yi Hu, Qi Zhang, Shouyang Wang, Bi Chen · 2025

Air-conditioning replacement to enhance the reliability of renewable power systems under extreme weather risks Open

Lei Zhu, Liang Zhuang, Yan Zhang, Xi Ming, Hongbo Duan , et al. · 2025

The increasing demand for residential heating and cooling significantly affects power systems, especially during extreme weather events. The replacement of outdated room air-conditioning (RAC) with a high-efficiency model demonstrated cons…

Trends and Trajectories: A Bibliometric Analysis of Financial Risk (2015–2024) Open

Jiajia Liu, Yibin Liu, Lijun Ren, Xuerong Li, Shouyang Wang · 2025

This study conducts a comprehensive bibliometric analysis and predictive modeling of financial risk research from 2015 to 2024, integrating conceptual, knowledge, and collaboration perspectives. Utilizing the PRISMA framework for literatur…

Research on early warning model of coal spontaneous combustion based on interpretability Open

Huimin Zhao, Xu Zhou, Jingjing Han, Yixuan Liu, Zhe Liu , et al. · 2025

Critical mineral constraints pressure energy transition and trade toward the Paris Agreement climate goals Open

Haoyang Shi, Heng Jiang, Hongbo Duan, Huajiao Li, Wei‐Qiang Chen , et al. · 2025

Identifying the effects of new technologies for extreme flood adaptation in China Open

Shenghui Cui, Yiqiang Zhong, Wei Shang, Xuemei Bai, Quanying Lu , et al. · 2025

Technological progress can help reduce the flood adaptation gap, but its sector-specific impacts remain unclear. We propose a text-mining-based structural equation modeling approach to analyze cross relationships between technology and per…

Insights into space tourism discourse on TikTok using a deep visual model and a text mining method: trends, topics, and public attitudes Open

Chengyuan Zhang, Q. Qin, Bingqing Zhao, Cuicui Yu, Shouyang Wang , et al. · 2025

Recently, the emergence of commercial space travel products has generated significant interest in space tourism from the public. The primary purpose of this study is to extensively explore the development trends, hot topics, and public att…

Past and Future of Cryptocurrencies: A Survey Using Bibliometric Methods Open

Muying Chen, Yunjie Wei, Shouyang Wang · 2025

This study employed both bibliometric analysis and a comprehensive review of the existing literature to examine 3844 publications in cryptocurrency research, which were collected from the Web of Science Core Collection Database. The study …

A configuration and scheduling optimization method for integrated energy systems considering massive flexible load resources Open

Zihao Wang, Shouyang Wang, Hanwen Ni, Jinghua Wang, Jun Zhang · 2025

Introduction: With the increasing demand for energy utilization efficiency and minimization of environmental carbon emissions in industrial parks, optimizing the configuration and scheduling of integrated energy systems has become crucial.…

Unit-level monitoring data reveal the effectiveness of China’s national emissions trading scheme Open

Gang Yan, Jianhui Ruan, Ziyu Qin, Chen Lyu, Shuangyue Qian , et al. · 2025

Example dependent cost sensitive learning based selective deep ensemble model for customer credit scoring Open

Jin Xiao, Sihan Li, Yuhang Tian, Jing Huang, Xiaoyi Jiang , et al. · 2025

The environmental and economic impacts of India’s emergence as the global manufacturing hub Open

Xiaoxu Zhang, Yuze Li, Kunfu Zhu, Kang Lin, Shouyang Wang · 2025

With the rise of labor costs in China, constraints on resources and environment, and ongoing geopolitical conflicts, the global manufacturing hub is facing relocation. India has emerged as the most likely candidate to undertake industrial …

Managing supply-chain resilience and security Open

Jeff Hong, Huo Hong, Shouyang Wang, Shuming Wang, Xiaobo Zhao · 2025

Robustly Optimizing and Satisficing Essential Goods Preparedness Open

Weijian Zhang, Feng Liu, Zhi Chen, Shouyang Wang, Shuming Wang · 2025

Thirty Years of Indian Economic Research: A Bibliometric Analysis of its Evolution and Global Influence Open

J.H. Li, Shouyang Wang, Xianfeng Zhang, Kunfu Zhu · 2025

Corporate Default Prediction through News Insights Open

Hui Bu, Wenjin Tang, Jun Tu, J. Christina Wang, Shouyang Wang · 2025

What Drives the Renewable Energy Generation Across Continents: A Panel Configurational Approach Open

H. Kou, Jian Chai, Zhe George Zhang, Xiaokong Zhang, Shouyang Wang · 2025

Hub-and-spoke network design: disruption mitigation and resilience enhancement Open

Guanghui Zhou, Shouyang Wang, Dongning Liu, Jianbin Jiao, Dengyuhui Li · 2025

The Impact of Manufacturing Transfer from China to India on China’s GDP and Employment Open

Xiaoxu Zhang, Kunfu Zhu, Shouyang Wang · 2024

With the rising labor costs and increasing resource and environmental constraints in China, coupled with geopolitical conflicts, related industries or production processes are shifting to emerging economies such as Southeast Asia, South As…

Optimization of Micro-EFP charge structures based on PSO-SVM algorithm Open

Yanmin Zhang, Jianwei Jiang, Shouyang Wang, G J Chen · 2024

To achieve a high-performance design of micro Explosive Formed Projectile (EFP) structures, a method based on the combination of the Particle Swarm Optimization (PSO) algorithm and Support Vector Machine (SVM) with numerical simulation tec…

Sparse Interval-valued Time Series Modeling with Machine Learning Open

Haowen Bao, Yongmiao Hong, Yuying Sun, Shouyang Wang · 2024

By treating intervals as inseparable sets, this paper proposes sparse machine learning regressions for high-dimensional interval-valued time series. With LASSO or adaptive LASSO techniques, we develop a penalized minimum distance estimatio…

Relaxing fertility policies and delaying retirement age increase China’s carbon emissions Open

Ling Tang, Junai Yang, Jiali Zheng, Xinlu Sun, Lu Cheng , et al. · 2024

Assessing the impacts of fertility and retirement policies on China’s carbon emissions Open

Ling Tang, Junai Yang, Jiali Zheng, Xinlu Sun, Lu Cheng , et al. · 2024

The gradual adjustment of fertility and retirement policies in China has social benefits in terms of coping with population aging. However, the environmental consequences of these policies remain ambiguous. Here we compile environmentally …

Low-carbon generation for the restoration of our ecosystems: Technology, strategy, and policy – Editorial Open

Hongbo Duan, Jiali Zheng, Shouyang Wang · 2024

The article identifies key principles of the important role played by low-carbon generation for ecosystems, which explores studies from perspectives of technology, strategy, and policy. In doing so, it provides a scientific basis for polic…

The future of artificial intelligence: Time to embrace more international collaboration Open

Xiyi Yang, Jia Jia, Xiaoyu Zhou, Shouyang Wang · 2024

Modifying Polyvinylidene Chloride Resin with Fluorine Monomer and Cross‐Linking Monomers Open

Fengjun Gao, Zhifeng Zhang, Qianqian Song, Hala M. Abo‐Dief, Eman Alzahrani , et al. · 2024

Modified polyvinylidene chloride (PVDC) resin was prepared using octafluoropentyl methacrylate and trimethylolpropane trimethacrylate as modifying monomers through seeded emulsion polymerization. The successful incorporation of octafluorop…

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