Researchers from chemistry, biology, and medicine are increasingly turning to AI models to develop new hypotheses. However, it is often unclear on which basis the algorithms come to their conclusions and to what extent they can be generalized. A publication by the University of Bonn now warns of misunderstandings in handling artificial intelligence. At the same time, it highlights the conditions under which researchers can most likely have confidence in the models. The study has now been published in the journal Cell Reports Physical Science. 

Storm forecasting is traditionally based on studying atmospheric conditions but ground-breaking research that also looks at land surface conditions is set to transform early warning systems in tropical regions. This will enable communities to better adapt to the destructive impacts of climate change.

The new study led by the UK Centre for Ecology & Hydrology (UKCEH) has shown that a large contrast in soil moisture levels over a range of hundreds of kilometres results in atmospheric changes that increase rainfall area and amount in several megastorm hotspots globally. This increase ranges from 10 to 30% depending on the region and size of the storm.

A team of researchers led by a physics graduate student at the University of Massachusetts Amherst recently made the surprising discovery of what they call a “shape-recovering liquid,” which defies some long-held expectations derived from the laws of thermodynamics. The research, published in Nature Physics, details a mixture of oil, water and magnetized particles that, when shaken, always quickly separates into what looks like the classically curvaceous lines of a Grecian urn.

University of Warwick astronomers have discovered an extremely rare, high mass, compact binary star system only ~150 light years away. These two stars are on a collision course to explode as a type 1a supernova, appearing 10 times brighter than the moon

From seat cushions to mattresses to insulation, foam is everywhere — even if we don’t always see it. Now, researchers at The University of Texas at Dallas have fused chemistry with technology to create a 3D-printed foam that is more durable and more recyclable than the polymer foam found in many everyday products.

Here, researchers from Nanjing University of Aeronautics and Astronautics propose to control thermal stress at coating interfaces during laser induction processes and demonstrate a novel process for precisely graphenizing ultra-thin diamond coating surface through laser induction and mechanical cleavage, without damaging the substrates.

Their work provides an effective and cost-efficient avenue to overcome application bottlenecks in engineered diamond surfaces, expanding their use in friction pairs such as cutting tools, bearings, and mechanical seals. Moreover, it may facilitate advancements in multicarbon heterostructures and their preparation methods, supporting potential applications in electronics, aviation, and biomedicine involving diamond, graphene, and all-carbon devices.