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Search results for machine learning architecture

Molecular & Computational biology Jan 23, 2025

Toward video generative models of the molecular world

As the capabilities of generative AI models have grown, you've probably seen how they can transform simple text prompts into hyperrealistic images and even extended video clips.

Biotechnology Jan 15, 2025

Geometric machine learning method promises to accelerate precision drug development

Proteins are the foundation of all life we currently know. With their virtually limitless diversity, they can perform a broad variety of biological functions, from delivering oxygen to cells and acting as chemical messengers ...

Analytical Chemistry Jan 14, 2025

Computational chemistry method can wring more information out of electronic structure calculations

Back in the old days—the really old days—the task of designing materials was laborious. Investigators, over the course of 1,000-plus years, tried to make gold by combining things like lead, mercury, and sulfur, mixed ...

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 ...

Condensed Matter Dec 11, 2024

Researchers develop spintronics platform for energy-efficient generative AI

Researchers at Tohoku University and the University of California, Santa Barbara, have developed new computing hardware that utilizes a Gaussian probabilistic bit made from a stochastic spintronics device. This innovation ...

Plants & Animals Dec 9, 2024

AI model can translate the RNA language of plant life

A pioneering Artificial Intelligence (AI) powered model able to understand the sequences and structure patterns that make up the genetic "language" of plants, has been launched by a research collaboration.

Space Exploration Dec 4, 2024

Planning autonomous surface missions on ocean worlds

Through advanced autonomy testbed programs, NASA is setting the groundwork for one of its top priorities—the search for signs of life and potentially habitable bodies in our solar system and beyond. The prime destinations ...

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.

Condensed Matter Nov 27, 2024

From sand to superposition: A key step toward a powerful silicon quantum computer

Whether it's our phones, cars, televisions, medical devices or even washing machines, we now have computers everywhere.

General Âé¶¹ÒùÔºics Nov 27, 2024

Taming big data and particle beams: How researchers are pushing AI to the edge

Every day, researchers at the Department of Energy's SLAC National Accelerator Laboratory tackle some of the biggest questions in science and technology—from laying the foundations for new drugs to developing new battery ...

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