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Search results for deep learning

Earth Sciences Sep 10, 2024

Rolling in the deep: Street flooding can be predicted in seconds with machine learning models

Getting around on a rainy day often involves dodging puddles—or sloshing through them. But during downpours, shallow pools can quickly become roadway ponds that cripple transportation, threaten safety and undermine emergency ...

Bio & Medicine Sep 10, 2024

Diagnostic test that combines two technologies with machine learning could lead to new paradigm for at-home testing

A new diagnostic test system jointly developed at the University of Chicago Pritzker School of Molecular Engineering (PME) and UCLA Samueli School of Engineering fuses a powerful, sensitive transistor with a cheap, paper-based ...

Ecology Sep 9, 2024

AI system identifies elephant trumpeting calls to improve safety for villagers

In an article published in the International Journal of Engineering Systems Modelling and Simulation researchers demonstrate how a trained algorithm can identify the trumpeting calls of elephants, distinguishing them from ...

Astronomy Sep 6, 2024

AI helps distinguish dark matter from cosmic noise

Dark matter is the invisible force holding the universe together—or so we think. It makes up about 85% of all matter and around 27% of the universe's contents, but since we can't see it directly, we have to study its gravitational ...

Plants & Animals Sep 5, 2024

Northern elephant seals use deep-sea research sonar as dinner bell

Northern elephant seals were repeatedly captured on camera in the deep Pacific Ocean using sonar from an Ocean Networks Canada (ONC) observatory as a dinner bell to forage for their next fish feast, according to a new study ...

Analytical Chemistry Aug 27, 2024

Towards a large materials model for AI-driven materials discovery

Following the success of large language models, the concept of large materials models as deep-learning computational models for materials design has attracted great interest. Nevertheless, the task of acquiring large materials ...

Earth Sciences Aug 23, 2024

Extreme rainfall event study demonstrates improved forecasting via physics-guided machine learning

A research team focused on the extreme rainfall event of "21·7" in Henan in 2021. By analyzing anomalous physical characteristics and understanding multi-model forecast biases, they significantly enhanced the accuracy of ...

Analytical Chemistry Aug 22, 2024

AI tackles one of the most difficult challenges in quantum chemistry

New research using neural networks, a form of brain-inspired AI, proposes a solution to the tough challenge of modeling the states of molecules.

Environment Aug 22, 2024

Research team designs AI approach to drought zoning in Canada

A recent study by the University of Ottawa and Laval University shows that climate change may cause many areas in Canada to experience significant droughts by the end of the century. In response, the researchers have introduced ...

Plants & Animals Aug 21, 2024

Survival tactics: AI-driven insights into chromatin changes for winter dormancy in axillary buds

Evolution has enabled plants to survive under adverse conditions. The winter bud of a plant is a crucial structure that establishes adaptability. Depending on environmental and intrinsic conditions, buds can transition between ...

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