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Search results for machine learning model

Biotechnology Apr 23, 2025

Engineering 'bespoke enzymes': Machine learning expands CRISPR toolbox

Genome editing has advanced at a rapid pace with promising results for treating genetic conditions—but there is always room for improvement. A new paper by investigators from Mass General Brigham showcases the power of ...

Analytical Chemistry Apr 23, 2025

Computational model predicts a chemical reaction's point of no return

When chemists design new chemical reactions, one useful piece of information involves the reaction's transition state—the point of no return from which a reaction must proceed.

Astronomy Apr 22, 2025

Scientists improve gravitational wave identification with machine learning

A study published in Âé¶¹ÒùÔºical Review Letters outlines a new approach for extracting information from binary systems by looking at the entire posterior distribution instead of making decisions based on individual parameters.

Earth Sciences Apr 22, 2025

Storm surge predictions get a boost from hybrid wind field and machine learning models

A research team led by Prof. Mao Miaohua at the Yantai Institute of Coastal Zone Research of the Chinese Academy of Sciences, has developed a method for predicting storm surges. This innovative approach enhances the quality ...

Cell & Microbiology Apr 21, 2025

Machine learning model to predict the fitness of AAV capsids for gene therapy

A new study in Human Gene Therapy describes a machine learning (ML) model that can be used as a surrogate for laborious in vitro experiments. This in silico approach aims to increase the fitness of clinical adeno-associated ...

Analytical Chemistry Apr 17, 2025

Infrared spectroscopy with machine learning detects early wood coating deterioration

From the Japanese cypress to the ponderosa pine, wood has been used in construction for millennia. Though materials like steel and concrete have largely taken over large building construction, wood is making a comeback, increasingly ...

Analytical Chemistry Apr 16, 2025

Crystallography-informed AI achieves high performance in predicting novel crystal structures

A research team from the Institute of Statistical Mathematics and Panasonic Holdings Corporation has developed a machine learning algorithm, ShotgunCSP, that enables fast and accurate prediction of crystal structures from ...

Cell & Microbiology Apr 14, 2025

AI-driven UV technique offers rapid contamination check for cell cultures

A team of researchers have developed a novel method that can quickly and automatically detect and monitor microbial contamination in cell therapy products (CTPs) early on during the manufacturing process.

Superconductivity Apr 10, 2025

New AI tool set to speed quest for advanced superconductors

Using artificial intelligence shortens the time to identify complex quantum phases in materials from months to minutes, finds a new study published in Newton. The breakthrough could significantly speed up research into quantum ...

Analytical Chemistry Apr 9, 2025

AI method bridges language and chemistry for efficient, explainable molecule creation

The process of discovering molecules that have the properties needed to create new medicines and materials is cumbersome and expensive, consuming vast computational resources and months of human labor to narrow down the enormous ...

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