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Search results for deep learning

Analytical Chemistry Dec 20, 2024

Neural networks unlock potential of high-entropy carbonitrides in extreme environments

The melting point is one of the most important measurements of material properties, which informs potential applications of materials in various fields. Experimental measurement of the melting point is complex and expensive, ...

Earth Sciences Dec 18, 2024

Machine learning framework improves groundwater recharge estimates in Western Australia

A new study led by Griffith University has unveiled a machine learning-based framework to accurately estimate groundwater recharge in the Perth Basin, with a particular focus on the Gnangara groundwater system.

Mathematics Dec 17, 2024

Can deep learning techniques predict sudden state transitions in nonlinear dynamical systems?

Nonlinear dynamical systems are systems that can undergo sudden shifts not due to changes in their state or stability, but in response to the rate at which external conditions or parameters change. These sudden shifts, known ...

Molecular & Computational biology Dec 11, 2024

New AI tool pinpoints gene splicing with unmatched precision

Johns Hopkins researchers have developed a powerful new AI tool called "Splam" that can identify where splicing occurs in genes—an advance that could help scientists analyze genetic data with greater accuracy, offering ...

Analytical Chemistry Dec 11, 2024

Uncovering pigments and techniques used to paint the Berlin Wall

Street art takes many forms, and the vibrant murals on the Berlin Wall both before and after its fall are expressions of people's opinions. But there was often secrecy around the processes for creating the paintings, which ...

Molecular & Computational biology Dec 10, 2024

Dual-branch model enables better crop-type mapping in scattered farmlands

In many Asian regions, especially in China, agricultural fields are typically small, scattered, and lack clear boundaries, which complicates effective crop distribution and agricultural analysis using remote sensing technology.

Biotechnology Dec 9, 2024

New algorithm for functional protein design outperforms traditional methods

Researchers from the University of Science and Technology of China (USTC), led by Prof. Liu Qi, in collaboration with Harvard Medical School's Marinka Zitnik lab, have developed a novel deep generative algorithm, PocketGen. ...

Earth Sciences Dec 4, 2024

AI helps researchers dig through old maps to find lost oil and gas wells

Undocumented orphaned wells pose hazards to both the environment and the climate. Scientists are building modern tools to help locate, assess, and pave the way for ultimately plugging these forgotten relics.

Environment Dec 2, 2024

Climate model combines generative AI and physics data to predict patterns 25 times faster than current methods

The algorithms behind generative AI tools like DallE, when combined with physics-based data, can be used to develop better ways to model the Earth's climate. Computer scientists in Seattle and San Diego have now used this ...

Optics & Photonics Dec 2, 2024

Photonic processor could enable ultrafast AI computations with extreme energy efficiency

The deep neural network models that power today's most demanding machine-learning applications have grown so large and complex that they are pushing the limits of traditional electronic computing hardware.

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