Search results for machine learning

Quantum Physics Nov 19, 2021

Modeling quantum spin liquids using machine learning

The properties of a complex and exotic state of a quantum material can be predicted using a machine learning method created by a RIKEN researcher and a collaborator. This advance could aid the development of future quantum ...

Quantum Physics Nov 4, 2021

Study: Machine learning a useful tool for quantum control

In the everyday world, we can perform measurements with nearly unlimited precision. But in the quantum world—the realm of atoms, electrons, photons, and other tiny particles—this becomes much harder. Every measurement ...

Materials Science Oct 15, 2021

Machine-learning system accelerates discovery of new materials for 3D printing

The growing popularity of 3D printing for manufacturing all sorts of items, from customized medical devices to affordable homes, has created more demand for new 3D printing materials designed for very specific uses.

Biotechnology Oct 11, 2021

Machine learning offers high-definition glimpse of how genomes organize in single cells

Within the microscopic boundaries of a single human cell, the intricate folds and arrangements of protein and DNA bundles dictate a person's fate: which genes are expressed, which are suppressed, and—importantly—whether ...

Cell & Microbiology Oct 6, 2021

Machine learning helps reveal cells' inner structures in new detail

Open any introductory biology textbook, and you'll see a familiar diagram: A blobby-looking cell filled with brightly colored structures—the inner machinery that makes the cell tick.

Materials Science Oct 1, 2021

Is your machine learning training set biased? How to develop new drugs based on merged datasets

Polymorphs are molecules that have different molecular packing arrangements despite identical chemical compositions. In a recent paper, researchers at GlaxoSmithKline (GSK) and the Cambridge Crystallographic Data Centre (CCDC) ...

Molecular & Computational biology Sep 21, 2021

New machine learning method to analyze complex scientific data of proteins

Scientists have developed a method using machine learning to better analyze data from a powerful scientific tool: Nuclear magnetic resonance (NMR). One way NMR data can be used is to understand proteins and chemical reactions ...

General Physics Aug 25, 2021

Study demonstrates the quantum speed up of supervised machine learning on a new classification task

In recent years, several computer scientists and physicists have been exploring the potential of quantum-enhanced machine learning algorithms. As their name suggests, quantum machine learning approaches combine quantum algorithms ...

Biotechnology Aug 25, 2021

New imaging and machine-learning methods speed effort to reduce crops' need for water

Scientists have developed and deployed a series of new imaging and machine-learning tools to discover attributes that contribute to water-use efficiency in crop plants during photosynthesis and to reveal the genetic basis ...

Materials Science Aug 23, 2021

Machine learning links material composition and performance in catalysts

In a finding that could help pave the way toward cleaner fuels and a more sustainable chemical industry, researchers at the University of Michigan have used machine learning to predict how the compositions of metal alloys ...

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