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Most Recently Released Items

A systematic map of machine learning for urban climate change mitigation

Hintz, Marie Josefine; Milojevic-Dupont, Nikola; Creutzig, Felix; Repke, Tim ...

2025-11-11

Many cities are interested in leveraging artificial intelligence and machine learning (ML) to help urban climate change mitigation (UCCM). Researcher...

Ride-pooling adoption model for CO2 emission estimation

Keil, Milli; Creutzig, Felix; Molkenthin, Nora

2025-11-11

With the climate emergency and growing challenges ranging from pollution to congestion, ride-pooling (rp) has been floated as a potential solution fo...

Explainable AI for analyzing the decision of GNNs at predicting dynamic stability of complex oscillator networks

Raum, H.; Schnake, T.; Hellmann, Frank; Kurths, Jürgen ...

2025-11-11

Understanding the synchronization of complex oscillator networks is a central question in complex systems research. Recent studies have shown that gr...

copan:LPJmL: A new hybrid modelling framework for dynamic land use and agricultural management

Breier, Jannes; Schwarz, Luana; Prawitz, Hannah; von Bloh, Werner ...

2025-11-07

Dynamic Global Vegetation Models (DGVMs) are established in environmental and agricultural sciences for many purposes, e.g., modelling plant growth a...