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Search results for machine learning

Quantum Âé¶¹ÒùÔºics Jun 12, 2025

Trapped-ion advances break new ground in quantum computing

Research at the Quantum Systems Accelerator has been steadily breaking new ground, quickening the pace toward flexible, stable quantum computers with capabilities well beyond those of today's classical machines.

Analytical Chemistry Jun 12, 2025

Unprecedented dataset of molecular simulations to train AI models released

A collaborative effort between Meta, Lawrence Berkeley National Laboratory and Los Alamos National Laboratory leverages Los Alamos' expertise in building tools for molecular screening capabilities. The release of "Open Molecules ...

Optics & Photonics Jun 10, 2025

Machine learning helps ease the jitters of high-power lasers

Researchers at the Department of Energy's Lawrence Berkeley National Laboratory (Berkeley Lab) have made a breakthrough in laser technology by using machine learning (ML) to help stabilize a high-power laser.

Earth Sciences Jun 9, 2025

New machine learning model improves early tsunami warnings

History has a way of repeating itself. But unlike science, built on general principles and testable theories about the natural world, history examines past events and human actions using evidence and interpretation. This ...

Analytical Chemistry Jun 2, 2025

Enhancing molecular machine learning with quantum-chemical insight

Molecular machine learning (ML) underpins critical workflows in drug discovery, material science, and catalyst optimization by rapidly predicting molecular interactions and properties. For instance, in drug discovery, ML ...

Analytical Chemistry Jun 2, 2025

Machine learning reveals new hydrogenation reaction mechanism for superhydride

Superhydrides are materials that can store significantly more hydrogen than conventional hydrides and present a highly promising option for applications such as hydrogen storage and superconducting materials used in maglev ...

Earth Sciences May 15, 2025

First machine learning model developed to calculate the volume of all glaciers on Earth

A team of researchers led by Niccolò Maffezzoli, "Marie Curie" fellow at Ca' Foscari University of Venice and the University of California, Irvine, and an associate member of the Institute of Polar Sciences of the National ...

Polymers May 12, 2025

Self-driving labs enable faster and smarter polymer synthesis

Research into chemical discovery, testing optimization and analysis can be a labor-intensive and time-consuming process. With many of the stages requiring manual preparation, sampling, and analysis, this can lead to increased ...

Condensed Matter May 6, 2025

Âé¶¹ÒùÔºicists use machine learning to find out how layered gases and metals melt

In physics, a phase transition is a transformation of a substance from one form to another. They happen everywhere, from beneath the Earth's crust to the cores of distant stars, but the classic example is water transitioning ...

Ecology Apr 24, 2025

Identifying salt patches and marsh with field data and machine-learning algorithm

Salty soils are causing reduced crop density, lower yields and barren lands unable to sustain crop growth. Sea level rise, intense storm surges and the overextraction of groundwater are driving this increasing salinity in ...

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