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The Relationship between Renewable Energy and Economic Growth in a Time of Covid-19: A Machine Learning Experiment on the Brazilian Economy

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  1. Cosimo Magazzino & Marco Mele & Fabio Gaetano Santeramo, 2021. "Using an Artificial Neural Networks Experiment to Assess the Links among Financial Development and Growth in Agriculture," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
  2. Wang, Yong & Li, Fang & Dou, Jiali, 2023. "Revisiting resources allocation for slow-moving economies: A way forward for low-income economies," Resources Policy, Elsevier, vol. 82(C).
  3. Vasconcelos, Gláucia Fernandes & Castilho, Hérika Atala, 2025. "A SWOT analysis for the evolution of Brazil’s renewable energy sector," Utilities Policy, Elsevier, vol. 96(C).
  4. Oluwatoyin Abidemi Somoye & Huseyin Ozdeser & Mehdi Seraj, 2024. "The asymmetric impact of fossil fuel and renewable energy consumption on life expectancy in Nigeria," Natural Resources Forum, Blackwell Publishing, vol. 48(2), pages 385-403, May.
  5. Mehmet Ali Cakir & Ramazan Unlu & Sümeyra Cay Cakir & Petros Xanthopoulos, 2025. "Future of Clean Cooking Energy Access in Emerging Economies by 2030," SN Operations Research Forum, Springer, vol. 6(1), pages 1-30, March.
  6. Samuel-Soma M. Ajibade & Festus Victor Bekun & Festus Fatai Adedoyin & Bright Akwasi Gyamfi & Anthonia Oluwatosin Adediran, 2023. "Machine Learning Applications in Renewable Energy (MLARE) Research: A Publication Trend and Bibliometric Analysis Study (2012–2021)," Clean Technol., MDPI, vol. 5(2), pages 1-21, April.
  7. Amsalu K. Addis, 2026. "The impact of renewable energy on CO2 emissions in Middle Eastern and BRICS economies," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 13(1), pages 1-20, December.
  8. Luan Marca & Luis Fernando Tavares Vieira Braga & Adelar Fochezatto & Augusto Mussi Alvim, 2026. "Spatial dynamics of gross domestic product per capita in Brazilian municipalities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 75(1), pages 1-30, March.
  9. Chopra, Ritika & Magazzino, Cosimo & Shah, Muhammad Ibrahim & Sharma, Gagan Deep & Rao, Amar & Shahzad, Umer, 2022. "The role of renewable energy and natural resources for sustainable agriculture in ASEAN countries: Do carbon emissions and deforestation affect agriculture productivity?," Resources Policy, Elsevier, vol. 76(C).
  10. Khan, Zeeshan & Badeeb, Ramez Abubakr & Nawaz, Kishwar, 2022. "Natural resources and economic performance: Evaluating the role of political risk and renewable energy consumption," Resources Policy, Elsevier, vol. 78(C).
  11. Amin, Azka & bte Mohamed Yusoff, Nora Yusma & Peng, Sun & Magazzino, Cosimo & Sharif, Arshian & Kamran, Hafiz Waqas, 2025. "Driving sustainable development: The impact of energy transition, eco-innovation, mineral resources, and green growth on carbon emissions," Renewable Energy, Elsevier, vol. 238(C).
  12. Kien, Pham Van & Ou, Jenho Peter & Sadiq, Dr Muhammad & Nguyen, Tran Thai Ha & Huy, Pham Quang & Tran, Trung Kien, 2023. "What role financial inclusion, green trade and natural resources utilization play in ASEAN economic growth: Evidence from post COVID era," Resources Policy, Elsevier, vol. 85(PB).
  13. Henrique Oliveira & Víctor Moutinho, 2021. "Renewable Energy, Economic Growth and Economic Development Nexus: A Bibliometric Analysis," Energies, MDPI, vol. 14(15), pages 1-28, July.
  14. Narayan Parab & Ramashanti Naik & Y. V. Reddy, 2024. "Renewable energy, economic growth and sustainable development: A model development in the light of empirical insights," Natural Resources Forum, Blackwell Publishing, vol. 48(2), pages 572-593, May.
  15. Ines Abdelkafi & Sahar Loukil & YossraBen Romdhane, 2023. "Economic Uncertainty During COVID-19 Pandemic in Latin America and Asia," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1582-1601, June.
  16. Faouzi Boujedra & Mehdi Ben Jebli & Amel Aloui, 2025. "The effect of public funding and government effectiveness on CO2 emissions in developing countries: Evidence from panel quantile analysis," Natural Resources Forum, Blackwell Publishing, vol. 49(3), pages 2662-2686, August.
  17. Yugang He & Ziqian Zhang, 2022. "Energy and Economic Effects of the COVID-19 Pandemic: Evidence from OECD Countries," Sustainability, MDPI, vol. 14(19), pages 1-13, September.
  18. Munir Younes Soares & Dorel Soares Ramos & Margareth de Oliveira Pavan & Fabio A. Diuana, 2023. "Barriers to the Expansion of Sugarcane Bioelectricity in Brazilian Energy Transition," Energies, MDPI, vol. 16(2), pages 1-18, January.
  19. Marco Mele & Cosimo Magazzino & Nicolas Schneider & Antonia Rosa Gurrieri & Hêriş Golpira, 2022. "Innovation, income, and waste disposal operations in Korea: evidence from a spectral granger causality analysis and artificial neural networks experiments," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 427-459, July.
  20. Deng, Wei & Akram, Rabia & Mirza, Nawazish, 2022. "Economic performance and natural resources: Evaluating the role of economic risk," Resources Policy, Elsevier, vol. 78(C).
  21. Toto Gunarto & Ukhti Ciptawaty & Dedy Yuliawan & Ahmad Mahyudin & Ahmad Dhea Pratama & Heru Wahyudi, 2024. "Comparison of Energy Consumption to Economic Growth in Developing Asian and Developed Asian Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 14(1), pages 264-271, January.
  22. Huimin Han & Mohammad Asif & Uzair Aslam Bhatti & Lip Yee Por & Emad Mahrous Awwad & Nadia Sarhan, 2025. "The role of finance, technology, and growth policies in shaping sustainable mineral and natural gas management: Utilizing dynamic auto-regressive distributed lag (ARDL) and frequency domain causality (FDC) models," Energy & Environment, , vol. 36(5), pages 2566-2591, August.
  23. Justice Gyimah & Maclean Kwasi Fiati & Ujunwa Angela Nwigwe & Amenyawu Enyonam Vanessa & Xilong Yao, 2023. "Exploring the impact of renewable energy on economic growth and carbon emissions: Evidence from partial least squares structural equation modeling," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-24, December.
  24. Cosimo Magazzino & Marco Mele, 2025. "A new machine learning algorithm to explore the CO2 emissions-energy use-economic growth trilemma," Annals of Operations Research, Springer, vol. 345(2), pages 665-683, February.
  25. Irem Ersöz Kaya & Suna Korkmaz, 2025. "Empirical Analysis of the Energy–Growth Nexus with Machine Learning and Panel Causality: Evidence from Disaggregated Energy Sources," Sustainability, MDPI, vol. 17(19), pages 1-29, September.
  26. Wang, Jia & Zhang, Zilong, 2023. "Impact of renewable energy and agriculture on mineral resources rents: Do economic and environmental aspects matter," Resources Policy, Elsevier, vol. 87(PB).
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