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Most Recently Released Items

Deep learning-based state prediction of the Lorenz system with control parameters

Wang, Xiaolong; Feng, Jing; Xu, Yong; Kurths, Jürgen

2025-03-26

Nonlinear dynamical systems with control parameters may not be well modeled by shallow neural networks. In this paper, the stable fixed-point solutio...

Global Carbon Budget 2024

Friedlingstein, Pierre; O'Sullivan, Michael; Jones, Matthew W.; Andrew, Robbie M. ...

2025-03-26

Accurate assessment of anthropogenic carbon dioxide (CO2) emissions and their redistribution among the atmosphere, ocean, and terrestrial biosphere i...

Fast, scale-adaptive and uncertainty-aware downscaling of Earth system model fields with generative machine learning

Hess, Philipp; Aich, Michael; Pan, Baoxiang; Boers, Niklas

2025-03-26

Accurate and high-resolution Earth system model (ESM) simulations are essential to assess the ecological and socioeconomic impacts of anthropogenic c...

Participation as a pathway to procedural justice: A review of energy initiatives across eight European countries

Shejale, Sharayu; Zhan, Mallory Xinyu; Sahakian, Marlyne; Aleksieva, Remina ...

2025-03-26

The engagement of citizens in the energy transition through a variety of energy initiatives is an important component of a just energy transition. Th...