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Will artificial intelligence make energy cleaner? Evidence of nonlinearity

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  1. Zhu, Qingyuan & Sun, Chenhao & Xu, Chengzhen & Geng, Qianqian, 2025. "The impact of artificial intelligence on global energy vulnerability," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 15-27.
  2. Chunyan Zhao & Linjing Wang, 2025. "Artificial Intelligence and Enterprise Green Innovation: Evidence from a Quasi-Natural Experiment in China," Sustainability, MDPI, vol. 17(6), pages 1-17, March.
  3. Li, Wen & Li, Jing-Ping & Wang, Yun-Feng & Stan, Sebastian-Emanuel, 2025. "Is artificial intelligence an impediment or an impetus to renewable energy investment? Evidence from China," Energy Economics, Elsevier, vol. 147(C).
  4. Ya-Nan Zhao & Chien-Chiang Lee, 2024. "How does industrial relocation affect carbon emissions? Evidence from Chinese cities," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-33, December.
  5. Lee, Chi-Chuan & Fang, Yuzhu & Quan, Shiyun & Li, Xinghao, 2024. "Leveraging the power of artificial intelligence toward the energy transition: The key role of the digital economy," Energy Economics, Elsevier, vol. 135(C).
  6. Wang, Kai-Hua & Jiang, Xin-Yu & Tang, Yun, 2025. "Artificial intelligence, cloud computing, blockchain, and the energy market in the era of energy transition," Energy Economics, Elsevier, vol. 151(C).
  7. Liu, Tie-Ying, 2025. "Do industrial robots optimize the energy structure? Evidence from fossil energy consumption," Energy Economics, Elsevier, vol. 148(C).
  8. Costa, Alessandra & Crupi, Antonio & Cesaroni, Fabrizio & Abbate, Tindara, 2025. "Exploring the role of artificial intelligence in addressing sustainable development. A semantic analysis of AI patents," Technovation, Elsevier, vol. 148(C).
  9. Ilma Sharif & Syed Tehseen Jawaid & Muhammed Nadeem Khan & Aamir Hussain Siddiqui, 2024. "How does climate policy uncertainty influence sustainable development? Unraveling role of recycling and natural resources in the United States," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 37(4), pages 943-960, December.
  10. Wu, Chuntao & Li, Haoran & Yuan, Bingbing, 2025. "AI-driven sustainable energy saving: Pathways for enhancing energy efficiency in Chinese listed firms," Applied Energy, Elsevier, vol. 401(PA).
  11. Hakan Yilmazkuday, 2025. "Artificial intelligence and labor markets: evidence from google trends," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 49(4), pages 1078-1093, December.
  12. Lee, Chien-Chiang & Li, Jiangnan & Yan, Jingyang, 2025. "Can artificial intelligence contribute to the new energy system? Based on the perspective of labor supply," Technology in Society, Elsevier, vol. 81(C).
  13. Wang, Qiang & Zhang, Siqi & Li, Rongrong, 2026. "Artificial intelligence in the renewable energy transition: The critical role of financial development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 226(PA).
  14. Zhang, Mingming & Zheng, Weijia & Lee, Chien-Chiang, 2024. "Political connections and investment efficiency of renewable energy enterprises: The role of marketization," Energy Economics, Elsevier, vol. 139(C).
  15. Huang, Meiying & Li, Quan & Li, Bowen, 2025. "From algorithms to green growth: Can artificial intelligence drive enterprise energy transformation?," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1846-1866.
  16. Zhu, Qingyuan & Xu, Chengzhen & Lee, Chien-Chiang, 2024. "Trade-induced carbon-economic inequality within China: Measurement, sources, and determinants," Energy Economics, Elsevier, vol. 136(C).
  17. Irina Georgescu & Ayşe Meriç Yazıcı & Vildan Bayram & Mesut Öztırak & Ayşegül Toy & Mesut Dogan, 2025. "Governing the Green Transition: The Role of Artificial Intelligence, Green Finance, and Institutional Governance in Achieving the SDGs Through Renewable Energy," Sustainability, MDPI, vol. 17(12), pages 1-21, June.
  18. Guo, Qingbin & Peng, Yanqing & Luo, Kang, 2025. "The impact of artificial intelligence on energy environmental performance: Empirical evidence from cities in China," Energy Economics, Elsevier, vol. 141(C).
  19. Zhang, Wenwen & Fu, Shuai & Chiu, Yi-Bin & Hsiao, Cody Yu-Ling, 2025. "Artificial intelligence, digital inclusive finance, and financial performance: Dynamic threshold insights from renewable energy enterprises," Energy Economics, Elsevier, vol. 148(C).
  20. Zhang, Wei & Zhang, Yunjia & Lan, Xuling & Song, Malin, 2025. "“Green BRICS”: How artificial intelligence can build the explicit structure and implicit order of energy transition," Energy Economics, Elsevier, vol. 149(C).
  21. Mohammed, Hayder I. & Rashid, Farhan Lafta & Togun, Hussein & Agyekum, Ephraim Bonah & Ameen, Arman & Hammoodi, Karrar A. & Parveen, Rujda & Kadhim, Saif Ali & Abbas, Walaa N., 2025. "The role of nanotechnology and artificial intelligence in optimizing thermal energy systems," Applied Energy, Elsevier, vol. 400(C).
  22. Zheng, Huanyu & Wu, Jie & Li, Runze & Song, Yanwu, 2025. "The role of artificial intelligence in renewable energy development: Insights from less developed economies," Energy Economics, Elsevier, vol. 146(C).
  23. Luo, Qingfeng & Wang, Jingyuan, 2025. "The impact of artificial intelligence development on embodied carbon emissions: Perspectives from the production and consumption sides," Energy Policy, Elsevier, vol. 199(C).
  24. Li, Zhengzheng & Xing, Youze & Shao, Xuefeng & Zhong, Yifan & Su, Yun Hsuan, 2025. "Transitioning the energy landscape: AI's role in shifting from fossil fuels to renewable energy," Energy Economics, Elsevier, vol. 149(C).
  25. O. S. Sukharev, 2026. "“Economics of technology†: principles of development and potential assessment," Economics of Science, Delo Publishing house, vol. 12(1).
  26. Mijit, Razia & Hu, Qianlin & Xu, Jingxuan & Ma, Guangrong, 2025. "Greening through AI? The impact of Artificial Intelligence Innovation and Development Pilot Zones on green innovation in China," Energy Economics, Elsevier, vol. 146(C).
  27. Zhang, Fuyu & Wang, Qiang & Li, Rongrong, 2025. "How does clean energy reshape the relationship between artificial intelligence and carbon emissions? Evidence from renewable and nuclear energy," Energy Economics, Elsevier, vol. 149(C).
  28. Wang, Yafei & Shi, Ming & Liu, Junnan & Zhong, Min & Ran, Rong, 2025. "The impact of digital-real integration on energy productivity under a multi-governance framework: The mediating role of AI and embodied technological progress," Energy Economics, Elsevier, vol. 142(C).
  29. Lee, Chien-Chiang & Hussain, Jafar & Mu, Xian, 2024. "Renewable energy and carbon-neutral gaming: A holistic approach to sustainable electricity," Energy, Elsevier, vol. 297(C).
  30. Leifeng Zhang & Hui Wu & Yang Shen, 2025. "Unlocking the Digital Dividend: How Does Digitalization Promote Corporate Carbon Emission Reduction?," Sustainability, MDPI, vol. 17(16), pages 1-21, August.
  31. Zhang, Kun & Kou, Zi-Xuan & Zhu, Pei-Hua & Qian, Xiang-Yan & Yang, Yun-Ze, 2025. "How does AI affect urban carbon emissions? Quasi-experimental evidence from China's AI innovation and development pilot zones," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 426-447.
  32. Wei, Huiru & Zhang, Jie & Yuan, Kuiran, 2025. "Digital horizons, green futures: How does new-generation artificial intelligence pilot zone drive corporate low-carbon transformation?," Journal of Asian Economics, Elsevier, vol. 100(C).
  33. Li, Lingxiao & Wen, Jun & Li, Yan & Mu, Zi, 2025. "Supply chain challenges and energy insecurity: The role of AI in facilitating renewable energy transition," Energy Economics, Elsevier, vol. 144(C).
  34. Zambrano-Monserrate, Manuel A., 2025. "Mapping the impact of artificial intelligence on energy poverty: New evidence from spatial panel models," Energy Economics, Elsevier, vol. 151(C).
  35. Wang, Miao & Wang, Yiduo & Feng, Chao, 2025. "Artificial intelligence, institutional environment, and corporate green transformation: Evidence from China's resource-based sector," International Review of Economics & Finance, Elsevier, vol. 103(C).
  36. Lee, Chien-Chiang & Olasehinde-Williams, Godwin & Özkan, Oktay, 2024. "Is geopolitical oil price uncertainty forcing the world to use energy more efficiently? Evidence from advanced statistical methods," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 908-919.
  37. Boqiang Lin & Yitong Zhu, 2025. "Does AI elevate corporate ESG performance? A supply chain perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 34(1), pages 586-597, January.
  38. Lee, Chien-Chiang & Yan, Jingyang & Xuan, Chengnan, 2025. "Blessing or curse? The effect of population aging on renewable energy," Energy, Elsevier, vol. 320(C).
  39. Shao, Mingxing & Wen, Lei & Li, Sifei & Huang, Binyue, 2025. "Exploring the role of artificial intelligence as a catalyst for energy technology innovation," Energy Economics, Elsevier, vol. 147(C).
  40. Heng Luo & Lianping Zhang & YING SUN & Fakarudin Kamarudin & Arum Setyowati, 2025. "Nonlinear relationship between intellectual property protection and renewable energy innovation in 27 countries," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  41. Zhang, Chen & Li, Rongrong & Wang, Qiang, 2026. "Artificial intelligence and sustainable development: A global nonlinear analysis of the moderating roles of human capital and renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 228(C).
  42. Wu, Xiuqin & Zhang, Yi & Lee, Chi-Chuan, 2025. "Driving low-carbon energy transition with FinTech: The role of government environmental attention," Energy, Elsevier, vol. 330(C).
  43. Gao, Xiangming & Ji, Xinliang & Wang, Rong & Yu, Jian, 2025. "The effect of artificial intelligence on energy transition: Evidence from China," Energy Economics, Elsevier, vol. 147(C).
  44. Lee, Chien-Chiang & Yahya, Farzan, 2024. "Mitigating energy instability: The influence of trilemma choices, financial development, and technology advancements," Energy Economics, Elsevier, vol. 133(C).
  45. Zhang, Yingnan & Hu, Wei & Tao, Yirui & Zhang, Bin, 2025. "How does smart artificial intelligence influence energy system resilience? Evidence from energy vulnerability assessments in G20 countries," Energy, Elsevier, vol. 314(C).
  46. Skare, Marinko & Gavurova, Beata & Sinkovic, Dean, 2025. "Measuring artificial intelligence's impact on sustainable energy transition: Empirical insights and policy implications," Energy Economics, Elsevier, vol. 150(C).
  47. Li, Cong & Zhang, Yue & Liu, Xihua & Sun, Jiawen, 2025. "Does artificial intelligence promote green technology innovation in the energy industry?," Energy Economics, Elsevier, vol. 144(C).
  48. Zhu, Qing & Che, Jianhua & Liu, Shan & Wu, Liangzheng & Zhang, Jigang & Li, Yuze, 2025. "How can artificial intelligence technology applications accelerate energy innovation in China? Evidence from provincial regional data," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 484-502.
  49. Lee, Chien-Chiang & Hussain, Jafar & Abass, Qasir, 2025. "An integrated analysis of AI-driven green financing, subsidies, and knowledge to enhance CO2 reduction efficiency," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 675-693.
  50. Lin, Boqiang & Zhou, Dengli, 2025. "A new green transition driver: How does artificial intelligence affect the green economic efficiency," Energy, Elsevier, vol. 334(C).
  51. Melguizo, Angel & Katz, Raúl & Jung, Juan, 2026. "Can AI grow green? Evidence of a Kuznets curve among AI, renewable energies and emissions," Energy Policy, Elsevier, vol. 208(C).
  52. Huang, Yujie & Liu, Shucheng & Gan, Jiawu & Liu, Baoliu & Wu, Yuxi, 2024. "How does the construction of new generation of national AI innovative development pilot zones drive enterprise ESG development? Empirical evidence from China," Energy Economics, Elsevier, vol. 140(C).
  53. Fang, Yuzhu & Lee, Chi-Chuan & Li, Xinghao, 2025. "Assessing the impact of artificial intelligence on the transition to renewable energy? Analysis of U.S. states under policy uncertainty," Renewable Energy, Elsevier, vol. 246(C).
  54. Qiang Wang & Tong Liu & Rongrong Li, 2026. "Artificial Intelligence and Environmental Sustainability: Investigating the AI‐EKC Nexus for SDG 7 and SDG 13," Sustainable Development, John Wiley & Sons, Ltd., vol. 34(1), pages 1141-1166, February.
  55. Su, Xiaomei & Razi, Ummara & Zhao, Shangmei & Li, Wei & Gu, Xiao & Yan, Jiale, 2025. "Geopolitical risk and energy markets in China," International Review of Financial Analysis, Elsevier, vol. 103(C).
  56. Huo, Da & Gu, Wenjia & Guo, Dongmei & Tang, Aidi, 2024. "The service trade with AI and energy efficiency: Multiplier effect of the digital economy in a green city by using quantum computation based on QUBO modeling," Energy Economics, Elsevier, vol. 140(C).
  57. Dian, Jie & Li, Shanmin & Song, Tian, 2025. "Achieving the synergy of pollution and carbon emission reductions: Can artificial intelligence applications work?," China Economic Review, Elsevier, vol. 91(C).
  58. Manal Elhaj & Jihen Bousrih & Hind Alofaysan, 2024. "Can Technological Advancement Empower the Future of Renewable Energy? A Panel Autoregressive Distributed Lag Approach," Energies, MDPI, vol. 17(20), pages 1-18, October.
  59. Zhaoyu Qi & Shitao Peng & Peisen Wu & Ming-Lang Tseng, 2024. "Renewable Energy Distributed Energy System Optimal Configuration and Performance Analysis: Improved Zebra Optimization Algorithm," Sustainability, MDPI, vol. 16(12), pages 1-24, June.
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