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Search results for neural networks

Nanophysics Aug 21, 2025

Deep learning automates defect detection in 2D materials

A study published in Molecules and led by researchers from the Changchun Institute of Optics, Fine Mechanics and Âé¶¹ÒùÔºics (CIOMP) of the Chinese Academy of Sciences demonstrated how deep learning can streamline the identification ...

Plasma Âé¶¹ÒùÔºics Aug 20, 2025

New AI model advances fusion power research by predicting the success of experiments

Practical fusion power that can provide cheap, clean energy could be a step closer thanks to artificial intelligence. Scientists at Lawrence Livermore National Laboratory have developed a deep learning model that accurately ...

Biotechnology Aug 19, 2025

Researchers glimpse the inner workings of protein language models

Within the past few years, models that can predict the structure or function of proteins have been widely used for a variety of biological applications, such as identifying drug targets and designing new therapeutic antibodies.

Paleontology & Fossils Aug 17, 2025

Triassic freshwater deposits at Petrified Forest preserve diverse tanystropheids

Researchers report three distinct tanystropheid taxa from the upper Blue Mesa Member of the Chinle Formation in the Petrified Forest National Park in Arizona, including a new genus and species, Akidostropheus oligos, with ...

Other Aug 16, 2025

Saturday Citations: A new category of supernovas; neurons beat machine learning; depression and vitiligo

Based on simulations, researchers report that the next big earthquake along the San Andreas fault is unlikely to resemble previous quakes. Researchers at the intersection of algebra, geometry, particle physics and cosmology ...

Bio & Medicine Aug 15, 2025

AI model predicts better nanoparticles for efficient RNA vaccine delivery

Using artificial intelligence, MIT researchers have come up with a new way to design nanoparticles that can more efficiently deliver RNA vaccines and other types of RNA therapies.

Plasma Âé¶¹ÒùÔºics Aug 13, 2025

Finding the shadows in a fusion system faster with AI

A public‑private partnership between Commonwealth Fusion Systems (CFS), the U.S. Department of Energy's (DOE) Princeton Plasma Âé¶¹ÒùÔºics Laboratory (PPPL) and Oak Ridge National Laboratory has led to a new artificial intelligence ...

Analytical Chemistry Aug 12, 2025

Predictions under pressure: Using AI to study porous materials

Advances in artificial intelligence for porous materials design could impact a wide variety of fields, from orthopedic implants to next-generation batteries.

Nanophysics Aug 11, 2025

Wave-like domain walls drive polarization switching in sliding ferroelectrics, study finds

Sliding ferroelectrics are a type of two-dimensional (2D) material realized by stacking nonpolar monolayers (atom-thick layers that lack an electric dipole). When these individual layers are stacked, they produce ferroelectric ...

General Âé¶¹ÒùÔºics Aug 10, 2025

Using geometry and physics to explain feature learning in deep neural networks

Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and other artificial intelligence (AI) models, learn to make accurate predictions by analyzing large ...

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