Le Bihan, J., Lapi, T. & Halloy, J. Beyond 2050: from deployment to renewal of the global solar and wind energy system. PLoS Sustain. Transform. 5, e0000234 (2026).
de Vries, A. The growing energy footprint of artificial intelligence. Joule 7, 2191–2194 (2023).
Onat, N. C. et al. Rebound effects undermine carbon footprint reduction potential of autonomous electric vehicles. Nat. Commun. 14, 6258 (2023).
Tsani, T. et al. Quantifying the trade-offs between renewable energy visibility and system costs. Nat. Commun. 16, 3853 (2025).
Schwartz, J. A., Ricks, W., Kolemen, E. & Jenkins, J. D. The value of fusion energy to a decarbonized United States electric grid. Joule 7, 675–699 (2023).
Wortmann, B., Stolten, D. & Heinrichs, H. Critical iridium demands arising from future expansion of proton exchange membrane electrolysis. Preprint at https://doi.org/10.48550/arXiv.2509.05357 (2025).
Jung, C. & Schindler, D. Development of onshore wind turbine fleet counteracts climate change-induced reduction in global capacity factor. Nat. Energy 7, 608–619 (2022).
Xu, L. et al. Resilience of renewable power systems under climate risks. Nat. Rev. Electr. Eng. 1, 53–66 (2024).
Bennett, J. A. et al. Extending energy system modelling to include extreme weather risks and application to hurricane events in Puerto Rico. Nat. Energy 6, 240–249 (2021).
van Vuuren, D. P. et al. Exploring pathways for world development within planetary boundaries. Nature 641, 910–916 (2025).
Gidden, M. J. et al. A prudent planetary limit for geologic carbon storage. Nature 645, 124–132 (2025).
Maier, R. et al. Impact of foresight horizons on energy system decarbonization pathways. Adv. Appl. Energy 18, 100217 (2025).
Schulze, K., Kullmann, F., Weinand, J. M. & Stolten, D. Overcoming the challenges of assessing the global raw material demand of future energy systems. Joule 8, 1936–1957 (2024).
Kotzur, L. et al. A modeler’s guide to handle complexity in energy systems optimization. Adv. Appl. Energy 4, 100063 (2021).
Frey, U. J., Cao, K.-K., Sasanpour, S., Buschmann, J. & Breuer, T. The benefits of exploring a large scenario space for future energy systems. Nat. Commun. 17, 873 (2026).