Deep learning is increasingly being used to emulate cloud and convection processes in climate models, offering a faster alternative to computationally intensive cloud-resolving simulations. However, because these processes unfold at kilometre scales or smaller — far below the resolution of global climate models — hybrid AI–physics approaches often become unstable when run over long time horizons. Researchers from the National University of Singapore (NUS)’s College of Design and Engineering (CDE), in collaboration with Tsinghua University, NVIDIA and the Centre for Climate Research Singapore, have traced a key instability to a moisture imbalance during condensation. They developed CondensNet, an adaptive, physics-constrained neural-network that can correct physically inconsistent behaviour. Integrated into a global climate model, it enables stable, accurate long-term simulations while running far faster than cloud-resolving approaches.

A new study of the oldest known bird, Archaeopteryx, shows that some of birds’ weirdest mouth features—like extra tongue bones, a sensitive beak-tip, and fleshy “teeth” on the roofs of their mouths—date all the way back to the Jurassic Period. These features, which are still present in most living birds, hint that being extra-good at finding, grabbing, and processing food might be key to a life on the wing.

AES Andes announced that it will step back from the megaproject INNA, planned to be located near the European Southern Observatory’s (ESO’s) Paranal Observatory. ESO welcomes this announcement and expects that the project will be withdrawn from Chile's Environmental Assessment Service (SEA) soon, which would formally confirm INNA is not going ahead.

A University of Missouri researcher is pioneering an innovative solution to remove tiny bits of plastic pollution from our water.

Contrary to expectations, wetlands do not need to be completely flooded to provide the greatest climate benefit. Instead, the water table should be below the soil surface and remain stable, according to a new study from the University of Copenhagen. The greenhouse gas methane and microorganisms in the soil are a game changer.